Podcasts about Benchmarking

Effective Gen AI adoption relies on tracking AI skills development. Data-driven learning, personalized training, and real-world metrics ensure employees confidently apply Gen AI to drive measurable business impact. That's the key take-away message of this episode of the Wise Decision Maker Show, which discusses what tracking Gen AI skills can teach us about the future of work.This article forms the basis for this episode: https://disasteravoidanceexperts.com/what-tracking-gen-ai-skills-can-teach-us-about-the-future-of-work/

Regular, collaborative check-ins help leaders navigate AI disruption by aligning teams, fostering psychological safety, and driving continuous improvement—turning Gen AI experimentation into real business results. That's the key take-away message of this episode of the Wise Decision Maker Show, which describes how to tame the Gen AI disruption with regular check-ins.This article forms the basis for this episode: https://disasteravoidanceexperts.com/taming-the-gen-ai-disruption-with-regular-check-insDr. Gleb Tsipursky bio https://disasteravoidanceexperts.com/glebtsipursky   Dr. Gleb Tsipursky LinkedIn (send message when connecting) https://www.linkedin.com/in/dr-gleb-tsipursky/   Dr. Gleb Tsipursky's latest books:   "ChatGPT for Thought Leaders and Content Creators: Unlocking the Potential of Generative AI for Innovative and Effective Content Creation" is available at https://amzn.to/3YI2vuc   "Returning to the Office and Leading Hybrid and Remote Teams: A Manual on Benchmarking to Best Practices for Competitive Advantage" is available at https://disasteravoidanceexperts.com/hybrid/   "Never Go With Your Gut: How Pioneering Leaders Make the Best Decisions and Avoid Business Disasters" is available at https://disasteravoidanceexperts.com/nevergut   "The Blindspots Between Us: How to Overcome Unconscious Cognitive Bias and Build Better Relationships" is available at https://disasteravoidanceexperts.com/blindspots   

Welcome to the CanadianSME Small Business Podcast, hosted by Maheen Bari. In this episode, we explore how tech startups and scale-ups are redefining employee benefits to stay competitive, control costs, and support a modern, wellness-driven workforce.Joining us is Chris Gory, Founder and President of Orchard Benefits, a consultancy dedicated to helping Canada's most innovative tech companies design data-driven, sustainable benefits plans. With experience advising over 110 tech startups, Chris brings deep expertise in benchmarking, insurance strategy, and emerging HR technologies.Key Highlights:Modern Benefits for Tech Talent: How startups are shifting toward flexible, wellness-focused plans. Benchmarking for Smarter Decisions: How data comparisons prevent costly over-investment in benefit plans. The Orchard Advantage: How tech-centric advisory and chatbots elevate employee and HR experiences. Emerging Trends in Benefits: The rise of mental health tools, virtual care, and lifestyle spending accounts. Leadership & Future Vision: Chris's lessons from the tech ecosystem and his vision for data-driven benefits.Special Thanks to Our Partners:RBC: https://www.rbcroyalbank.com/dms/business/accounts/beyond-banking/index.htmlUPS: https://solutions.ups.com/ca-beunstoppable.html?WT.mc_id=BUSMEWAGoogle: https://www.google.ca/A1 Global College: https://a1globalcollege.ca/ADP Canada: https://www.adp.ca/en.aspxFor more expert insights, visit www.canadiansme.ca and subscribe to the CanadianSME Small Business Magazine. Stay innovative, stay informed, and thrive in the digital age!Disclaimer: The information shared in this podcast is for general informational purposes only and should not be considered as direct financial or business advice. Always consult with a qualified professional for advice specific to your situation.

In episode #338 of SaaS Metrics School, Ben explains how to quickly sanity-check your sales and marketing forecast for the upcoming year using one high-signal SaaS metric: the Cost of ARR. As founders and CFOs finalize budgets, Ben shows how mismatches between projected bookings and planned go-to-market spend can reveal unrealistic assumptions before they turn into missed targets. Using simple examples, Ben walks through how the Cost of ARR connects sales and marketing spend, net new ARR bookings, and historical performance—making it one of the most effective tools for validating SaaS and AI company forecasts during budget season. What You'll Learn How to use the Cost of ARR to validate your sales and marketing budget The relationship between sales and marketing spend and net new ARR bookings How to identify unrealistic growth assumptions in your forecast The difference between blended the Cost of ARR, Cost of New ARR, and Cost of Expansion ARR Why historical performance should anchor forward-looking forecasts How benchmarking by ACV and sales motion improves forecast accuracy Why It Matters Sales and marketing forecasts often fail because spend and bookings assumptions are disconnected Cost of ARR provides a mechanical reality check before committing to a budget Overly aggressive ARR targets can be identified early and corrected Underspending on go-to-market becomes visible when bookings expectations are too conservative Benchmarking against peers helps validate whether forecast assumptions are realistic Strong financial modeling and forecasting discipline improves board and investor confidence Resources Mentioned Cost of ARR metric framework: https://www.thesaascfo.com/saas-cac-ratio/ Benchmarking data from Ray Rike at Benchmarkit.ai Concepts from SaaS FP&A forecasting and go-to-market efficiency analysis: https://www.thesaasacademy.com/the-saas-metrics-foundation

In one of the most popular episodes of the year, Legalbenchmarks.ai Founder Anna Guo discusses her organization's research that tests whether artificial intelligence custom-made for legal tasks better than general AI tools. Anna is a former BigLaw lawyer who left the practice to become an entrepreneur and now focuses her energies on quantifying the utility of AI in the legal industry. Anna's initial anecdotal research for colleagues quickly revealed a strong community interest in a systematic approach to evaluating legal AI tools. This led to the creation of Legalbenchmarks.AI, dedicated to finding out where the promise of humans plus AI is truly better than humans alone or AI alone. The core of the research involves measuring the "delta," or the extent to which AI can elevate human performance. To date, Legalbenchmarks.ai conducted two major studies: one on information extraction from legal sources and a second on contract review and redlining. Key Findings from the Studies: Accuracy vs. Qualitative Usefulness: The highest-performing general-purpose AI tools (like Gemini) were often found to be more accurate and consistent. However, the legal-specific AI tools often received higher marks in qualitative usefulness and helpfulness, as they align more closely with existing legal workflows. Methodology: The testing goes beyond simple accuracy. It includes a three-part assessment: Reliability (objective accuracy and legal adequacy), Usability (qualitative metrics like helpfulness and coherence for tasks such as brainstorming), and Platform Workflow Support (integration, citation checks, and other features). Human-AI Performance: In the contract analysis study, AI tools matched or exceeded the human baseline for reliability in producing first drafts. Crucially, the data demonstrated that the common belief that "human plus AI will always outperform AI alone" was false; the top-performing AI tool alone still had a higher accuracy rate than the human-plus-AI combo. Risk Analysis: A significant finding was that legal AI tools were better at flagging material risks, such as compliance or unenforceability issues in high-risk scenarios, that human lawyers missed entirely. This suggests AI can act as a crucial safety net. Strengths Comparison: AI excels at brainstorming, challenging human bias, and performing mass-scale routine tasks (e.g., mass contract review for simple terms). Humans retain a significant edge in ingesting nuanced context and making commercially reasonable decisions that AI's instruction-following can sometimes lack.

Ron Lanton III, Esq, joined Over the Counter to discuss the Most Favored Nation drug pricing policy and what exactly it may mean for stakeholders heading into 2026.

The final episode of The Food Professor Podcast for 2025 delivers a timely, wide-ranging examination of Canada's food system, blending macroeconomic analysis with a compelling, real-world industry case study. Co-hosts Michael LeBlanc and Dr. Sylvain Charlebois open the episode by reviewing their Top 10 Food Stories of 2025, a list that reflects a year defined less by short-term volatility and more by deep, structural challenges.Among the key themes is the growing consensus that food inflation in Canada is structural rather than cyclical, driven by long-standing issues such as interprovincial trade barriers, fragmented labour policy, logistics inefficiencies, regulatory complexity, and limited scale in food processing. The hosts revisit major developments including tariffs and counter-tariffs, the Grocery Code of Conduct, meat counter economics, the Ozempic and GLP-1 drug effect on food consumption, and the controversy surrounding cloned meat approvals. Together, these stories underscore why Canada's food system struggles to absorb shocks compared to larger, more flexible global peers.The second half of the episode features an in-depth interview with Ryan Koeslag, Executive Vice President & CEO of Mushrooms Canada, joined by Janet Krayden, Workforce Specialist at Mushrooms Canada. Together, they provide a rare inside look at one of Canada's most technologically advanced yet frequently misunderstood agricultural sectors. Listeners learn that Canadian mushrooms are grown 365 days a year, supply nearly 100% of domestic grocery demand, and export approximately 40% of production to the United States—all while operating with largely organic practices and world-class automation.A central focus of the discussion is labour. Koeslag and Krayden explain that mushroom farming is non-seasonal, capital-intensive, and highly technical, yet still dependent on skilled human labour for harvesting. Recent changes to the Temporary Foreign Worker Program, combined with the cancellation of the Agri-Food Immigration Pilot, have created significant unintended consequences for growers, threatening productivity, workforce stability, and long-term investment.The conversation also explores sustainability and innovation, highlighting Canada's leadership in mushroom automation, organic growing methods, and environmental stewardship. Krayden emphasizes that farmers are strong advocates for worker well-being and housing—an aspect often overlooked in public debate.The episode closes with forward-looking commentary on 2026, including front-of-package labelling, AI-driven pricing ethics, and the ongoing challenge of scaling Canada's “unscalable middle” in food processing—making this episode both a reflective year-end review and a practical roadmap for the year ahead.Mushrooms Canada Jobs webpage https://mushrooms.ca/mushroom-jobs/Mushrooms CanadaRecipes https://mushrooms.ca/recipes/Nutrition Page:   https://mushrooms.ca/nutritional-benefits/Quality farm worker housing Highline campus in Leamington: https://www.facebook.com/share/p/1CNj4H8dGz/MORE high quality mushroom farm worker housing offered in Ontario for our farm workers https://youtu.be/ocrXL9DX7ys?si=Okdfpk2kx9lVHOoo The Food Professor #podcast is presented by Caddle. About UsDr. Sylvain Charlebois is a Professor in food distribution and policy in the Faculties of Management and Agriculture at Dalhousie University in Halifax. He is also the Senior Director of the Agri-food Analytics Lab, also located at Dalhousie University. Before joining Dalhousie, he was affiliated with the University of Guelph's Arrell Food Institute, which he co-founded. Known as “The Food Professor”, his current research interest lies in the broad area of food distribution, security and safety. Google Scholar ranks him as one of the world's most cited scholars in food supply chain management, food value chains and traceability.He has authored five books on global food systems, his most recent one published in 2017 by Wiley-Blackwell entitled “Food Safety, Risk Intelligence and Benchmarking”. He has also published over 500 peer-reviewed journal articles in several academic publications. Furthermore, his research has been featured in several newspapers and media groups, including The Lancet, The Economist, the New York Times, the Boston Globe, the Wall Street Journal, Washington Post, BBC, NBC, ABC, Fox News, Foreign Affairs, the Globe & Mail, the National Post and the Toronto Star.Dr. Charlebois sits on a few company boards, and supports many organizations as a special advisor, including some publicly traded companies. Charlebois is also a member of the Scientific Council of the Business Scientific Institute, based in Luxemburg. Dr. Charlebois is a member of the Global Food Traceability Centre's Advisory Board based in Washington DC, and a member of the National Scientific Committee of the Canadian Food Inspection Agency (CFIA) in Ottawa. Michael LeBlanc is the president and founder of M.E. LeBlanc & Company Inc, a senior retail advisor, keynote speaker and now, media entrepreneur. He has been on the front lines of retail industry change for his entire career. Michael has delivered keynotes, hosted fire-side discussions and participated worldwide in thought leadership panels, most recently on the main stage in Toronto at Retail Council of Canada's Retail Marketing conference with leaders from Walmart & Google. He brings 25+ years of brand/retail/marketing & eCommerce leadership experience with Levi's, Black & Decker, Hudson's Bay, CanWest Media, Pandora Jewellery, The Shopping Channel and Retail Council of Canada to his advisory, speaking and media practice.Michael produces and hosts a network of leading retail trade podcasts, including the award-winning No.1 independent retail industry podcast in America, Remarkable Retail with his partner, Dallas-based best-selling author Steve Dennis; Canada's top retail industry podcast The Voice of Retail and Canada's top food industry and one of the top Canadian-produced management independent podcasts in the country, The Food Professor with Dr. Sylvain Charlebois from Dalhousie University in Halifax.Rethink Retail has recognized Michael as one of the top global retail experts for the fourth year in a row, Thinkers 360 has named him on of the Top 50 global thought leaders in retail, RTIH has named him a top 100 global though leader in retail technology and Coresight Research has named Michael a Retail AI Influencer. If you are a BBQ fan, you can tune into Michael's cooking show, Last Request BBQ, on YouTube, Instagram, X and yes, TikTok.Michael is available for keynote presentations helping retailers, brands and retail industry insiders explaining the current state and future of the retail industry in North America and around the world.

"Money is one of those things that people just consider as an afterthought. The older you get and the more responsibilities you have, you start to realize money is a tool, and it's required for health and happiness." In this episode, Heather sits down with Douglas and Heather Boneparth to dig into the often uncomfortable but wholly necessary work of talking about finances with your partner. Together, they unpack what really happens beneath the surface when couples avoid money conversations, and how bringing these truths forward can transform the intimacy, teamwork, and emotional safety in your relationship. Explore the stories we inherit around money, why it feels so vulnerable to speak up, and the simple shifts that help you feel like you're on the same team again. What to listen for: ✨ Money is not an afterthought; it's a tool for cultivating health and happiness ✨ How Douglas and Heather first understood that they needed to talk about money ✨ Overcoming the fear of speaking up with your partner about finances "You're communicating even when you're not communicating. Your body language, your actions, and the way that you're passive-aggressive about it. You're just failing to say the thing that needs to be said." ✨ Opening the door to teamwork and shared responsibility in your relationship ✨ Letting go of the "Prince Charming is going to save me" and taking ownership ✨ The importance of acknowledging the impact partners have on one another "The collective ambition needs to come to life here because you share a life together. You still get to be your own person, but you're playing a team game. Championships are won through team efforts, and this is what collaboration is all about. Your marriage is essentially a collaboration of life, and money is this game that you don't get to opt out of." ✨ Why freedom is emotionally uncomfortable and how to navigate that ✨ The question Douglas and Heather ask every couple to bring them together ✨ The power of energetic time management and chasing the feeling you're after "It's not the thing you want, it's the feeling. You say you want more money, more accolades, another book, this, this, this. Amazing. Take it. But what's the feeling you're after?" ✨ The importance of valuing the journey as much as you value the end goal ✨ Benchmarking your money goals and navigating the resistance that comes up ✨ Understanding that intimacy is directly connected to your financial health About Douglas and Heather Boneparth: Heather and Douglas Boneparth are the co-authors of Money Together: How to find fairness in your relationship and become an unstoppable financial team. By day, Douglas Boneparth is a CERTIFIED FINANCIAL PLANNER™ and the founder of Bone Fide Wealth in New York City. Heather spent more than a decade as a corporate lawyer before joining the firm as the director of business and legal affairs. They also co-write a weekly newsletter, The Joint Account, which helps couples talk about money.  Connect with Douglas and Heather: Money Together, available in all formats and at http://www.domoneytogether.com  The Joint Account, available on Substack at https://www.readthejointaccount.com  Bone Fide Wealth, visit https://bonefidewealth.com Everywhere on social: @averagejoelle + @dougboneparth ******* For those of you who are ready to stop feeling drained, overextended, and out of alignment… join me for a one-on-one Time & Energy Audit, a focused session designed to help high-achieving women uncover what's draining them, clarify what truly matters, and create a simple plan that fits their life. We'll pinpoint your biggest time + energy leaks, identify the top areas to focus on for quick momentum, and map out exactly what to let go of so you can reclaim your energy, your time, and your joy. Ready to make your time work for you without adding more to your plate? Book a Time & Energy Audit: heatherchauvin.com/audit   Apply for the next Coaching Cohort: heatherchauvin.com/apply   Not ready for 1:1? Join the membership (cancel anytime): heatherchauvin.com/membership 

Remote work expands opportunity and economic stability for older workers with disabilities, removing barriers and helping them stay employed longer in an inclusive, flexible labor market. That's the key take-away message of this episode of the Wise Decision Maker Show, which describes the ________.This article forms the basis for this episode: https://disasteravoidanceexperts.com/remote-work-offers-a-lifeline-for-older-workers-with-disabilities-research-shows/

This week on The Geek in Review, we sit down with Jennifer McIver, Legal Ops and Industry Insights at Wolters Kluwer ELM Solutions. We open with Jennifer's career detour from aspiring forensic pathologist to practicing attorney to legal tech and legal ops leader, sparked by a classic moment of lawyer frustration, a slammed office door, and a Google search for “what else can I do with my law degree.” From implementing Legal Tracker at scale, to customer success with major clients, to product and strategy work, her path lands in a role built for pattern spotting, benchmarking, and translating what legal teams are dealing with into actionable insights.Marlene pulls the thread on what the sharpest legal ops teams are doing with their data right now. Jennifer's answer is refreshingly practical. Visibility wins. Dashboards tied to business strategy and KPIs beat “everything everywhere all at once” reporting. She talks through why the shift to tools like Power BI matters, and why comfort with seeing the numbers is as important as the numbers themselves. You cannot become a strategic partner if the data stays trapped inside the tool, or inside the legal ops team, or inside someone's head.Then we get into the messy part, which is data quality and data discipline. Jennifer points out the trap legal teams fall into when they demand 87 fields on intake forms and then wonder why nobody enters anything, or why every category becomes “Other,” also known as the graveyard of analytics. Her suggestion is simple. Pick the handful of fields that tell a strong story, clean them up, and get serious about where the data lives. She also stresses the role of external benchmarks, since internal trends mean little without context from market data.Greg asks the question on everyone's bingo card, what is real in AI today versus what still smells like conference-stage smoke. Jennifer lands on something concrete, agentic workflows for the kind of repeatable work legal ops teams do every week. She shares how she uses an agent to turn event notes into usable internal takeaways, with human review still in the loop, and frames the near-term benefit as time back and faster cycles. She also calls out what slows adoption down inside many companies, internal security and privacy reviews, plus AI committees that sometimes lag behind the teams trying to move work forward.Marlene shifts to pricing, panels, AFAs, and what frustrates GCs and legal ops leaders about panel performance. Jennifer describes two extremes, rigid rate programs with little conversation, and “RFP everything” process overload. Her best advice sits in the middle, talk early, staff smart, and match complexity to the right team, so cost and risk make sense. She also challenges the assumption that consolidation always produces value. Benchmarking data often shows you where you are overpaying for certain work types, even when volume discounts look good on paper.We close with what makes a real partnership between corporate legal teams and firms, and Jennifer keeps returning to two themes, communication and transparency, with examples. Jennifer's crystal ball for 2026 is blunt and useful, data first, start the hard conversations now, and take a serious look at roles and skills inside legal ops, because the job is changing fast.Links:Jennifer McIver's LinkedIn pageWolters Kluwer ELM Solutions homepageLegalVIEW Insights reports homepageLegalVIEW DynamicInsights pageTyMetrix 360° pageListen on mobile platforms:  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Apple Podcasts⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ |  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Spotify⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠YouTube⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠[Special Thanks to ⁠Legal Technology Hub⁠ for their sponsoring this episode.]⁠⁠⁠⁠⁠Email: geekinreviewpodcast@gmail.comMusic: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Jerry David DeCicca⁠⁠⁠⁠⁠⁠⁠⁠⁠

This episode of The Food Professor Podcast opens with Michael and Sylvain analyzing the most pressing developments shaping Canada's food and retail landscape. Sylvain reflects on the extraordinary national and global reach of Canada's Food Price Report, which this year generated unprecedented media attention and continues to influence retailers, manufacturers, governments, and consumers planning for 2026. They dig into the structural issues behind Canada's complex food-tax regime, discuss why the GST holiday changed how Canadians think about food pricing, and explore the broader economic forces influencing consumer behaviour.The hosts then turn to one of the most surprising developments of the season: mounting instability in the chicken sector. With nine consecutive missed production cycles, increased reliance on imports, and confusion around border testing, the system designed to provide stability is under strain. Sylvain breaks down why this matters for households, grocers, foodservice operators, and the broader supply chain—especially as chicken remains Canada's most-purchased protein. The conversation then expands southward to U.S. agricultural subsidies, tariff battles, Costco's legal challenge over tariff refunds, and the potential fallout of proposed U.S. tariffs on Canadian fertilizer.The second half of the episode shifts to a live interview recorded at the Coffee Association of Canada conference, where Michael and Sylvain sit down with Carman Allison, Vice President, NIQ Canada, one of the country's most respected consumer data voices. Carman previews his conference keynote, “Navigating Disruption,” and explains why coffee inflation is reshaping buying behaviour even among loyal consumers who consider coffee essential. He outlines NIQ's segmentation showing that 29% of Canadian households are now financially vulnerable—and how this is affecting deal-seeking, product substitution, and consumption patterns.Drawing on NIQ's expanded Omni Shopper Panel, Carman describes how rapid multicultural population growth is shifting beverage preferences, why Generation X now holds the greatest spending power, and how value-seeking is reshaping entire store categories. He also reveals early evidence of the GLP-1 effect, where households using weight-loss or diabetes medications show measurable declines in food consumption.Carman closes by highlighting growth opportunities in instant coffee, protein-and-coffee hybrids, Maple-forward flavour innovation, and the continued rise of home-meal-replacement programs. His insights give retailers and suppliers a grounded, data-rich roadmap for growth in a highly price-sensitive marketplace. The Food Professor #podcast is presented by Caddle. About UsDr. Sylvain Charlebois is a Professor in food distribution and policy in the Faculties of Management and Agriculture at Dalhousie University in Halifax. He is also the Senior Director of the Agri-food Analytics Lab, also located at Dalhousie University. Before joining Dalhousie, he was affiliated with the University of Guelph's Arrell Food Institute, which he co-founded. Known as “The Food Professor”, his current research interest lies in the broad area of food distribution, security and safety. Google Scholar ranks him as one of the world's most cited scholars in food supply chain management, food value chains and traceability.He has authored five books on global food systems, his most recent one published in 2017 by Wiley-Blackwell entitled “Food Safety, Risk Intelligence and Benchmarking”. He has also published over 500 peer-reviewed journal articles in several academic publications. Furthermore, his research has been featured in several newspapers and media groups, including The Lancet, The Economist, the New York Times, the Boston Globe, the Wall Street Journal, Washington Post, BBC, NBC, ABC, Fox News, Foreign Affairs, the Globe & Mail, the National Post and the Toronto Star.Dr. Charlebois sits on a few company boards, and supports many organizations as a special advisor, including some publicly traded companies. Charlebois is also a member of the Scientific Council of the Business Scientific Institute, based in Luxemburg. Dr. Charlebois is a member of the Global Food Traceability Centre's Advisory Board based in Washington DC, and a member of the National Scientific Committee of the Canadian Food Inspection Agency (CFIA) in Ottawa. Michael LeBlanc is the president and founder of M.E. LeBlanc & Company Inc, a senior retail advisor, keynote speaker and now, media entrepreneur. He has been on the front lines of retail industry change for his entire career. Michael has delivered keynotes, hosted fire-side discussions and participated worldwide in thought leadership panels, most recently on the main stage in Toronto at Retail Council of Canada's Retail Marketing conference with leaders from Walmart & Google. He brings 25+ years of brand/retail/marketing & eCommerce leadership experience with Levi's, Black & Decker, Hudson's Bay, CanWest Media, Pandora Jewellery, The Shopping Channel and Retail Council of Canada to his advisory, speaking and media practice.Michael produces and hosts a network of leading retail trade podcasts, including the award-winning No.1 independent retail industry podcast in America, Remarkable Retail with his partner, Dallas-based best-selling author Steve Dennis; Canada's top retail industry podcast The Voice of Retail and Canada's top food industry and one of the top Canadian-produced management independent podcasts in the country, The Food Professor with Dr. Sylvain Charlebois from Dalhousie University in Halifax.Rethink Retail has recognized Michael as one of the top global retail experts for the fourth year in a row, Thinkers 360 has named him on of the Top 50 global thought leaders in retail, RTIH has named him a top 100 global though leader in retail technology and Coresight Research has named Michael a Retail AI Influencer. If you are a BBQ fan, you can tune into Michael's cooking show, Last Request BBQ, on YouTube, Instagram, X and yes, TikTok.Michael is available for keynote presentations helping retailers, brands and retail industry insiders explaining the current state and future of the retail industry in North America and around the world.

AI agent building turns passive learning into practical skill-building, helping associations boost member capability, deepen engagement, and unlock new revenue opportunities through hands-on, coached innovation. This is the key take-away from this episode, which talks about how AI agent building can take you from education to revenue.You can find the article that forms the basis for this episode at https://disasteravoidanceexperts.com/from-education-to-revenue-with-ai-agent-building/

Mark “Murch” Erhardt, Gustavo Flores Echaiz, and Mike Schmidt are joined by Moonsettler and Julian to discuss Newsletter #383.News● Consensus bug in NBitcoin library (1:04) Changing consensus● LNHANCE soft fork (24:00) ● Benchmarking the varops budget (5:09) ● SLH-DSA (SPHINCS) post-quantum signature optimizations (45:29) Releases and release candidates● Core Lightning v25.12 (1:02:24) ● LDK 0.2 (1:03:43) Notable code and documentation changes● Core Lightning #8728 (1:05:14) ● Core Lightning #8702 (1:06:55) ● Core Lightning #8735 (1:07:24) ● LDK #4226 (1:11:41) ● LND #10341 (1:12:49) ● BTCPay Server #6986 (1:14:00) ● BIPs #2015 (1:16:18)

On this episode of Kaya Cast, host Tommy Truong sits down with John Shute, founder of Puff Creative, a cannabis marketing agency committed to changing lives through thoughtful branding and community impact. John shares his unlikely journey from the service industry to cannabis marketing, shaped by personal loss from the opiate crisis and a strong belief in social justice. He explains how Puff Creative helps dispensaries and brands grow by aligning branding with operations, building a solid foundation, and using data to drive every decision.Together they dive into practical playbooks: defining your tribe and brand story before spending on marketing; why a strong foundation—brand narrative, conversion-friendly websites, SEO, CRM systems, and clean data tracking—maximizes every dollar spent; the debate between native ecommerce versus all-in-one tech stacks and how to choose for your business; the essential focus on retention and lifetime value; how to track ROI with tools like GA4, Alpine IQ, SpringBig, and Klaviyo; the realities of PR, launches, and local strategy; red flags to watch for when vetting agencies; and what dispensaries should have in place before engaging external partners.John also shares Puff Creative Cares, their philanthropic work, and what's ahead with MJ Biz Con events and a bigger mission to support communities. If you're a retailer or brand in cannabis looking to scale with integrity and results, this episode is for you.Find Puff Creative at puffcreative.com and connect with John Shute on LinkedIn. John Shute is a leading expert in the cannabis industry, with over 10 years of experience in marketing and branding. He is the founder and CEO of PufCreativ, a full-service creative agency that specializes in the cannabis space.With a background in advertising and design, John has a keen eye for creating visually stunning and impactful campaigns for his clients. His passion for the cannabis industry stems from his belief in the healing properties of the plant and the potential for growth in the emerging market.Through his work at PufCreativ, John has helped numerous cannabis businesses elevate their brands and stand out in a crowded market. His expertise in branding, packaging, and digital marketing has led to successful campaigns for both established companies and startups.John is also a sought-after speaker and consultant, sharing his knowledge and insights on the intersection of cannabis and marketing. He has been featured on various podcasts and industry events, discussing the latest trends and strategies in cannabis branding and advertising.With his extensive experience and passion for the industry, John Shute is a valuable guest for any cannabis business podcast, offering valuable insights and practical tips for success in the ever-evolving cannabis landscape.Find out more about PufCreativ at:https://pufcreativ.com/https://www.linkedin.com/in/john-shute-pufcreativ/https://www.linkedin.com/company/pufcreativ/ 00:00 Introduction to Kaya Cast00:11 Journey into the Cannabis Industry03:22 Marketing and Operations Alignment05:22 Technological Impact on Cannabis Marketing07:45 Building a Strong Brand Foundation10:28 Effective Customer Retention Strategies15:55 The Role of PR in Cannabis Marketing18:08 Maximizing Marketing Spend22:25 Choosing the Right Tech Stack23:02 The Importance of Understanding Your Tech Stack23:45 All-in-One Solutions vs. Custom Tech Stacks24:21 Innovative Technologies for Cannabis Brands25:06 The Role of Mobile Apps in Brand Marketing26:22 Maximizing E-commerce and CRM Capabilities27:51 The Power of Email Marketing29:22 Key Metrics for E-commerce Success30:21 Benchmarking and Competitive Analysis33:00 Internal Resources and Effective Communication36:17 Red Flags When Choosing an Agency39:11 Corporate Responsibility and Community Engagement42:17 Conclusion and Contact Information #kayacast #cannabis #tips #dispensaries #business #podcast

Send us a textWe gave NotebookLM our record breaking blog to see what happened when they turned it into a podcast...We examine how modern time and motion studies expose hidden waste, translate seconds into savings, and protect sustainable pace. From Taylor and the Gilbreths to sensors and benchmarks, we map the methods, the maths, and the immediate actions that cut costs without cutting quality• Spotting inefficiency in everyday work• Time versus motion as separate measurements• Resource planning using standard times and allowances• Micro savings through layout and sequence changes• Example maths for staffing and throughput• Study types: activity, efficiency, role, predetermined• History of Taylor and the Gilbreths• Quantifying financial waste from poor scheduling• Modern tech: video, sensors, software analysis• Benchmarking click and collect performance• Practical ergonomic and staffing changes• Continuous improvement as the new one best wayNot only will our approach to a Time and Motion Study plot out exactly where you stand versus where you could be, but our analysts will provide practical steps on how to help you get there, saving you time, effort  and, ultimately, moneyContact our team todayMore information on Time and Motion Studies can be found in our whitepaper – our experts' views into how modern techniques are bringing about new productivity insights. Download here >> #theproductivityexpertsRegister for the 2026 Productivity ForumFind us in the Top 50 Productivity PodcastsConnect to Simon on LinkedInFollow ReThink on LinkedIn

In this action and insight-packed episode of The Food Professor Podcast, Michael LeBlanc and Sylvain Charlebois sit down with Hugo Magnan, President of Groupe MAG, the Quebec-based culinary innovator behind some of Canada's most delicious mayonnaise, salad dressings, dips, and sauces. Hugo shares the company's origin story — founded in 1989 by his father Jacques — and explains how Groupe MAG carved out a loyal following through premium ingredients, bold flavours, and a commitment to craft. Michael even reveals his own culinary experiments using MAG mayonnaise in a Texan-style potato salad, highlighting the brand's versatility and taste advantage over mainstream competitors. The conversation explores the future of condiments, how regional producers scale nationally, and why MAG's formula resonates with consumers craving authenticity and umami-rich flavours.The second half of the episode pivots to the newly released Canada's Food Price Report, featuring a detailed breakdown of projected food inflation for 2026. Using AI-driven forecasting, Sylvain's research team anticipates grocery price increases of 4–6% next year — adding nearly $1,000 annually for a family of four. Meat, centre-aisle pantry goods, and restaurant meals are expected to drive most inflation, while coffee prices are entering what Michael calls “eye-watering levels” due to global supply constraints. Sylvain warns that restructuring by major food manufacturers may lead to fewer product choices, reducing competition and elevating prices, particularly in packaged foods.Yet, amid affordability challenges, the report identifies positive shifts. Canadian consumers are entering 2026 more informed, intentional, and empowered than during the pandemic inflation wave. Shopping trips per household have risen from five to more than seven per month, as families comparison-shop, loyalty surf, and embrace food rescue apps, private label alternatives, and price-matching codes. Structural forces — from discount grocer expansion in Quebec to declining alcohol consumption in restaurants — are also reshaping the retail landscape. Restaurants, facing lower bar revenues, will need to reinvent profitability while consumers lean more into at-home dining.Whether you're a food lover curious about better mayonnaise, a retailer navigating shifting economics, or a policy-watcher tracking food affordability, this episode blends culinary storytelling with hard-hitting data, offering both delicious inspiration and serious insight into the year ahead. The Food Professor #podcast is presented by Caddle. About UsDr. Sylvain Charlebois is a Professor in food distribution and policy in the Faculties of Management and Agriculture at Dalhousie University in Halifax. He is also the Senior Director of the Agri-food Analytics Lab, also located at Dalhousie University. Before joining Dalhousie, he was affiliated with the University of Guelph's Arrell Food Institute, which he co-founded. Known as “The Food Professor”, his current research interest lies in the broad area of food distribution, security and safety. Google Scholar ranks him as one of the world's most cited scholars in food supply chain management, food value chains and traceability.He has authored five books on global food systems, his most recent one published in 2017 by Wiley-Blackwell entitled “Food Safety, Risk Intelligence and Benchmarking”. He has also published over 500 peer-reviewed journal articles in several academic publications. Furthermore, his research has been featured in several newspapers and media groups, including The Lancet, The Economist, the New York Times, the Boston Globe, the Wall Street Journal, Washington Post, BBC, NBC, ABC, Fox News, Foreign Affairs, the Globe & Mail, the National Post and the Toronto Star.Dr. Charlebois sits on a few company boards, and supports many organizations as a special advisor, including some publicly traded companies. Charlebois is also a member of the Scientific Council of the Business Scientific Institute, based in Luxemburg. Dr. Charlebois is a member of the Global Food Traceability Centre's Advisory Board based in Washington DC, and a member of the National Scientific Committee of the Canadian Food Inspection Agency (CFIA) in Ottawa. Michael LeBlanc is the president and founder of M.E. LeBlanc & Company Inc, a senior retail advisor, keynote speaker and now, media entrepreneur. He has been on the front lines of retail industry change for his entire career. Michael has delivered keynotes, hosted fire-side discussions and participated worldwide in thought leadership panels, most recently on the main stage in Toronto at Retail Council of Canada's Retail Marketing conference with leaders from Walmart & Google. He brings 25+ years of brand/retail/marketing & eCommerce leadership experience with Levi's, Black & Decker, Hudson's Bay, CanWest Media, Pandora Jewellery, The Shopping Channel and Retail Council of Canada to his advisory, speaking and media practice.Michael produces and hosts a network of leading retail trade podcasts, including the award-winning No.1 independent retail industry podcast in America, Remarkable Retail with his partner, Dallas-based best-selling author Steve Dennis; Canada's top retail industry podcast The Voice of Retail and Canada's top food industry and one of the top Canadian-produced management independent podcasts in the country, The Food Professor with Dr. Sylvain Charlebois from Dalhousie University in Halifax.Rethink Retail has recognized Michael as one of the top global retail experts for the fourth year in a row, Thinkers 360 has named him on of the Top 50 global thought leaders in retail, RTIH has named him a top 100 global though leader in retail technology and Coresight Research has named Michael a Retail AI Influencer. If you are a BBQ fan, you can tune into Michael's cooking show, Last Request BBQ, on YouTube, Instagram, X and yes, TikTok.Michael is available for keynote presentations helping retailers, brands and retail industry insiders explaining the current state and future of the retail industry in North America and around the world.

Can benchmarking data actually improve antibiotic prescribing for kids? In this episode of AJIC: Science into Practice, hosts Nicki and Jess talk with Dr. Rana El Feghaly and Dr. Matthew Kronman about how collaborative reporting, smart guidelines, and EMR nudges help reduce unnecessary prescriptions. Hear how 22 institutions are reshaping outpatient stewardship with one smarter antibiotic choice at a time. With special guests: Rana El Feghaly, MD, MSCI, CPHQ, Pediatric Infectious Diseases Physician, Infectious Diseases Clinical Director, Pediatric Department Director of Quality and Safety, Children's Mercy Kansas City Matthew P. Kronman, MD, MSCE, Professor of Pediatric Infectious Diseases and Associate Vice Chair for Education in the Department of Pediatrics, University of Washington

Constant remote work requests signal a disconnect. Listening to employee needs through surveys and conversations is key to building trust, boosting morale, and shaping a policy that truly works for everyone. That's the key take-away message of this episode of the Wise Decision Maker Show, which talks about the cure for constant remote work requests.This article forms the basis for this episode: https://disasteravoidanceexperts.com/the-cure-for-constant-remote-work-requests/

This episode of The Food Professor Podcast takes a deep dive into one of the most powerful forces now reshaping the food industry: the rapid rise of GLP-1 weight-loss drugs such as Ozempic and Wegovy. Hosts Michael LeBlanc and Dr. Sylvain Charlebois begin with a run-through of current food and retail headlines, including controversy at Campbell Soup, conversations around AI adoption and innovation in the food sector, and early teasers from the 2026 Canada Food Price Report. These stories set the stage for this week's feature discussion: how GLP-1 medications are altering what consumers eat, where they shop, and which products they choose.The heart of the episode features an in-depth interview with Ransom Hawley, Founder and CEO of Caddle, a Canadian mobile-first consumer insights platform with access to real-time behavioural data. Hawley shares new Canadian research showing GLP-1 household usage has jumped from 10% to 14% over two years, a dramatic 40% increase. Equally important is the shift in why people are taking these drugs: where most users initially relied on them to manage type-2 diabetes, an increasing number now use them primarily for weight loss. That consumer pivot mirrors rapid adoption trends in the United States and offers important clues about what's coming next for Canadian retailers, manufacturers and restaurants.Hawley reveals that GLP-1 users report eating less, losing weight, buying fewer groceries, and reducing restaurant visits. Consumption of alcohol, sugary beverages and impulse-driven snack foods is falling, while protein-rich foods, functional beverages and satiety-oriented products are gaining momentum. Categories seeing the steepest declines include bakery goods, packaged cookies, chocolates, soft drinks and sweet snacks—all long-time staples of convenience-driven food consumption. This suggests a structural shift, not a temporary fad.The conversation expands to consider the broader implications. As GLP-1 usage rises, brands face new challenges and opportunities: How should they reformulate products for consumers who eat less? Should retailers redesign planograms to reflect category shrinkage? Will foodservice operators pivot toward protein-forward meals, smoothies and portion-smart menu strategies? As the hosts discuss, this is the first time since COVID-era lockdowns that such a large segment of the population is simultaneously changing eating behaviours, and its ripple effects will reshape category strategies, promotional plans, and innovation pipelines.By the end of the episode, one thing is clear: GLP-1 drugs are not just a pharmaceutical phenomenon—they are transforming food culture, retail economics, and consumer expectations. Retailers and brands that ignore this shift risk falling behind; those who understand it may unlock a once-in-a-generation competitive advantage. The Food Professor #podcast is presented by Caddle. About UsDr. Sylvain Charlebois is a Professor in food distribution and policy in the Faculties of Management and Agriculture at Dalhousie University in Halifax. He is also the Senior Director of the Agri-food Analytics Lab, also located at Dalhousie University. Before joining Dalhousie, he was affiliated with the University of Guelph's Arrell Food Institute, which he co-founded. Known as “The Food Professor”, his current research interest lies in the broad area of food distribution, security and safety. Google Scholar ranks him as one of the world's most cited scholars in food supply chain management, food value chains and traceability.He has authored five books on global food systems, his most recent one published in 2017 by Wiley-Blackwell entitled “Food Safety, Risk Intelligence and Benchmarking”. He has also published over 500 peer-reviewed journal articles in several academic publications. Furthermore, his research has been featured in several newspapers and media groups, including The Lancet, The Economist, the New York Times, the Boston Globe, the Wall Street Journal, Washington Post, BBC, NBC, ABC, Fox News, Foreign Affairs, the Globe & Mail, the National Post and the Toronto Star.Dr. Charlebois sits on a few company boards, and supports many organizations as a special advisor, including some publicly traded companies. Charlebois is also a member of the Scientific Council of the Business Scientific Institute, based in Luxemburg. Dr. Charlebois is a member of the Global Food Traceability Centre's Advisory Board based in Washington DC, and a member of the National Scientific Committee of the Canadian Food Inspection Agency (CFIA) in Ottawa. Michael LeBlanc is the president and founder of M.E. LeBlanc & Company Inc, a senior retail advisor, keynote speaker and now, media entrepreneur. He has been on the front lines of retail industry change for his entire career. Michael has delivered keynotes, hosted fire-side discussions and participated worldwide in thought leadership panels, most recently on the main stage in Toronto at Retail Council of Canada's Retail Marketing conference with leaders from Walmart & Google. He brings 25+ years of brand/retail/marketing & eCommerce leadership experience with Levi's, Black & Decker, Hudson's Bay, CanWest Media, Pandora Jewellery, The Shopping Channel and Retail Council of Canada to his advisory, speaking and media practice.Michael produces and hosts a network of leading retail trade podcasts, including the award-winning No.1 independent retail industry podcast in America, Remarkable Retail with his partner, Dallas-based best-selling author Steve Dennis; Canada's top retail industry podcast The Voice of Retail and Canada's top food industry and one of the top Canadian-produced management independent podcasts in the country, The Food Professor with Dr. Sylvain Charlebois from Dalhousie University in Halifax.Rethink Retail has recognized Michael as one of the top global retail experts for the fourth year in a row, Thinkers 360 has named him on of the Top 50 global thought leaders in retail, RTIH has named him a top 100 global though leader in retail technology and Coresight Research has named Michael a Retail AI Influencer. If you are a BBQ fan, you can tune into Michael's cooking show, Last Request BBQ, on YouTube, Instagram, X and yes, TikTok.Michael is available for keynote presentations helping retailers, brands and retail industry insiders explaining the current state and future of the retail industry in North America and around the world.

In this episode of the Wise Decision Maker Show, Dr. Gleb Tsipursky speaks to David Lewallen, CEO of Verbatim Digital, about winning the AI chatbot marketing competition. You can learn about Verbatim Digital at https://verbatimdigital.com/

Peter Atwater, one of the leading voices on confidence-driven behavior in markets and society, joins Lance Roberts to share how certainty, control, and herd mentality shape every major trend investors face today. Lance and Peter discuss The Confidence Map, why people behave differently when they're in the "comfort zone" versus the "stress center," and how these shifts explain the rise of speculative investing, the bifurcated K-shaped economy, and the growing disconnect between Wall Street and Main Street. Atwater explores how consumer confidence is driving AI enthusiasm, why the workplace has split between white-collar and blue-collar realities since Covid, and what it will take to move the U.S. back to a non-K-shaped economy. We also dive into Maslow's hierarchy, the collapse of social trust, and what happens when possibility starts to feel like threat. For investors, Atwater lays out what assets are "ice cold or lukewarm," why scrutiny and confidence move in opposite directions, and what to own when today's hot spots finally cool off. We also examine ETFs, gamified trading, the tragedy of benchmarking, and how declining confidence reshapes moral behavior in the markets. 0:00 - INTRO 0:18 - Who is Peter Atwater? 1:10 - Understanding the Behavior of the Herd 2:32 - More Certainty & Control 3:48 - The Confidence Map - The Box Chart - Comfort Zone vs Stress Center 7:03 - Consumer Confidence Metrics & the AI Space 9:24 - The Bifurcated Economy & The K-Shape; White Collar vs Blue Collar Workers During Covid 12:12 - Getting back to a non-K Economy - Looking at the cumulative impact on the economy Maslow's Hierarchy of Need - we need to start at the bottom, make those at the top more aware of what's happening around them 16:48 - What policy should be implemented to accomplish this? How to create income caps on provider side? The K-shaped economy creates slaves to two masters. 19:40 - The Mandami Effect & the risk to our system - the Bottom is really purple, not red or blue 22:35 - The Problem with the Federal Reserve Re-thinking Trickle-down Economics 24:05 - What Happens when Social Trust Collapses - Concern About AI - the furthest thing away from Main Street; when possibility begins to look like threat. 27:24 - The Economy is like a top-heavy Jenga tower, with a circle of flows instead of columns of support Reconsideration of multi-colored pie charts as measures of mood; 31:11 - What should investors own today that are ice-cold or lukewarm; Plan for what you'd like to have happen, but prepare for what you cannot imagine. Where will the money go when the hot spots cool? Scrutiny & Confidence are inversely related What do you own that's tangible? (How to test for confidence) The tragedy of Benchmarking 34:17 - Looking at ETF creation - how to look at sentiment The creation of a gambling environment in investing - the gamification of the markets 37:00 - As confidence falls, the moral compass changes The more you trade, the less money you make. 39:19 - The industry has moved to preying on investors instead of helping them 40:18 - Plan for what you can imagine, be prepared for what you cannot Panic is a reason to be optimistic 41:38 - How Certainty and Control apply at the individual level - Closing thoughts #PeterAtwater #BehavioralFinance #KShapedEconomy #InvestorPsychology #AIandMarkets

Phill Robinson of Boardwave joins Miguel Alava and Massimo Ghislandi of AWS to share research and actionable strategies for European software companies using cloud infrastructure, AI features, and marketplace leverage to drive unprecedented growth.Topics Include:Boardwave and AWS reveal research on European software companies becoming global innovators.Cloud-first businesses exceed customer expectations at 60% versus 46% for laggards.Boardwave's 2,500 CEO members validate findings: AI companies growing 45% annually.Leaders excel at gathering customer feedback for innovation and implementing AI.Top performers leverage marketplaces and deliver continuous customer experience updates consistently.Cloud adoption is foundational for generative AI and agentic AI to scale.Companies face different challenges depending on their cloud maturity stage currently.Cloud serves as table stakes before companies can capture AI growth opportunities.Benchmarking tool helps identify current position and plan strategic next steps forward.Startups should solve universal problems globally, building painkillers not vitamin products.Intercom scales customer service; Wix transforms efficiency through cultural and engineering mindset.Future requires cloud foundation with AI features; AWS offers comprehensive support programs.Participants:Phill Robinson – Chair & Co-Founder, BoardwaveMiguel Alava – EMEA ISV General Manager, Amazon Web ServicesMassimo Ghislandi - Head of EMEA Marketing for Software Companies, Amazon Web ServicesSee how Amazon Web Services gives you the freedom to migrate, innovate, and scale your software company at https://aws.amazon.com/isv/

IDA Ideas guests Jackie Burhmann and Mikhail Smirnov joined host Rhett Moeller to discuss IDA's evaluation of the military compensation benchmark for the Quadrennial Review of Military Compensation. In this podcast, they explain how factors that dual-income military households face play a role in service members' decisions to stay in the military or leave to join the civilian labor market. The U.S. military is an all-volunteer force, so it's essential that service members are compensated at level that promotes retention decisions. Transcript

Jeff Huber is the CEO of ​Chroma, working on context engineering and building reliable retrieval infrastructure for AI systems. Context Engineering, Context Rot, & Agentic Search with the CEO of Chroma, Jeff Huber // MLOps Podcast #348.Join the Community: https://go.mlops.community/YTJoinInGet the newsletter: https://go.mlops.community/YTNewsletter// AbstractJeff Huber drops some hard truths about “context rot” — the slow decay of AI memory that's quietly breaking your favorite models. From retrieval chaos to the hidden limits of context windows, he and Demetrios Brinkmann unpack why most AI systems forget what matters and how Chroma is rethinking the entire retrieval stack. It's a bold look at whether smarter AI means cleaner context — or just better ways to hide the mess.// BioJeff Huber is the CEO and cofounder of Chroma. Chroma has raised $20M from top investors in Silicon Valley and builds modern search infrastructure for AI.// Related LinksWebsite: https://www.trychroma.com/~~~~~~~~ ✌️Connect With Us ✌️ ~~~~~~~Catch all episodes, blogs, newsletters, and more: https://go.mlops.community/TYExploreJoin our Slack community [https://go.mlops.community/slack]Follow us on X/Twitter [@mlopscommunity](https://x.com/mlopscommunity) or [LinkedIn](https://go.mlops.community/linkedin)] Sign up for the next meetup: [https://go.mlops.community/register]MLOps Swag/Merch: [https://shop.mlops.community/]Connect with Demetrios on LinkedIn: /dpbrinkmConnect with Jeff on LinkedIn: /jeffchuber/Timestamps:[00:00] AI intelligence context clarity[00:37] Context rot explanation[03:02] Benchmarking context windows[05:09] Breaking down search eras[10:50] Agent task memory issues[17:21] Semantic search limitations[22:54] Context hygiene in AI[30:15] Chroma on-device functionality[38:23] Vision for precision systems[43:07] ML model deployment challenges[44:17] Wrap up

Earmark Media Presents a bonus episode of Earmark Podcast:Live from Boston on the final stop of the Advisory Amplified tour, Blake sits down with James Erving from Fathom and Chris Macksey from Prix Fixe Accounting to explore what advisory services really mean beyond bookkeeping and compliance. Chris shares how his firm requires advisory for all restaurant clients, using industry expertise and operational metrics to guide decisions on everything from menu pricing to expansion timing. The conversation covers the difference between delivering information versus being integral to decision-making, with insights on forecasting, benchmarking, and why visual KPIs help clients with low financial literacy understand their business performance.Meet Our GuestsJames ErvingLinkedIn: https://www.linkedin.com/in/jameserving/Learn more about FathomOfficial website: http://fathomhq.comChris MackseyLinkedIn: https://www.linkedin.com/in/cmacksey/Learn more about Prix Fixe AccountingOfficial website: https://prixfixe.accountants/Need CPE?Get CPE for this episode: https://earmark.app/c/2912Get CPE for listening to podcasts with Earmark: https://earmarkcpe.comSubscribe to the Earmark Podcast: https://podcast.earmarkcpe.comGet in TouchThanks for listening and the great reviews! We appreciate you! Follow and tweet @BlakeTOliver and @DavidLeary. Find us on Facebook and Instagram. If you like what you hear, please do us a favor and write a review on Apple Podcasts or Podchaser. Call us and leave a voicemail; maybe we'll play it on the show. DIAL (202) 695-1040.SponsorshipsAre you interested in sponsoring The Accounting Podcast? For details, read the prospectus.Need Accounting Conference Info? Check out our new website - accountingconferences.comLimited edition shirts, stickers, and other necessitiesTeePublic Store: http://cloudacctpod.link/merchSubscribeApple Podcasts: http://cloudacctpod.link/ApplePodcastsYouTube: https://www.youtube.com/@TheAccountingPodcastSpotify: http://cloudacctpod.link/SpotifyPodchaser: http://cloudacctpod.link/podchaserStitcher: http://cloudacctpod.link/StitcherOvercast: http://cloudacctpod.link/OvercastClassifiedsWant to get the word out about your newsletter, webinar, party, Facebook group, podcast, e-book, job posting, or that fancy Excel macro you just created? Let the listeners of The Accounting Podcast know by running a classified ad. Go here to create your classified ad: https://cloudacctpod.link/RunClassifiedAdTranscriptsThe full transcript for this episode is available by clicking on the Transcript tab at the top of this page

In this can't-miss episode of The Food Professor Podcast, Michael LeBlanc and Sylvain Charlebois return with Part Two of their exclusive, final official interview with Michael Medline, former President & CEO of Empire/Sobeys. Medline offers unusually candid reflections on leadership, culture, vendor relationships, and the evolution of one of Canada's largest food retailers.The conversation opens with a deep dive into vendor relations and the Canadian Grocery Code of Conduct. Medline explains his early shock at the combative nature of vendor–retailer dynamics and details his personal commitment to transforming the ecosystem into one built on fairness, respect, and partnership. He reflects on how mentorship from industry leaders like Michael Graydon and collaboration with executives such as Mark Taylor helped advance the Code from concept to reality — ultimately becoming one of the proudest achievements of his tenure.Medline also shares rare behind-the-scenes reflections on working with the Sobey family, leading through disruption, and preparing the company for the next era of food retail. From AI-driven transformation to the duty of stewarding an organization with 129,000 teammates, he speaks openly about responsibility, succession, and what comes next in his career. His insights offer a masterclass in modern leadership during one of the most transformative decades in grocery retail.The episode also features a rich and timely news segment. Michael and Sylvain break down Health Canada's pause on cloned beef and swine approvals, a fast-moving story with major implications for transparency, labeling, science communication, and cross-border food integration. They examine why Canada's decision diverges from the U.S., where cloned-animal offspring have been permitted for nearly two decades — often without consumer awareness.The hosts then analyze the newest edition of the Canadian Food Sentiment Index, highlighting renewed concerns about food inflation, declining trust in grocers, shifting loyalty behaviours, and the end of Canada's “couponing era.” They explore evolving consumer habits, smarter comparison shopping, and the influence of younger digital-first generations.Other key topics include:• The Lancet's callout of ultra-processed foods — and why Sylvain believes the academic narrative is oversimplified.• The rapid rise of GLP-1 drugs and their early impact on grocery and foodservice behaviour.• Nutrien's reported decision to build a major potash terminal in Washington State rather than Canada.• The tangled story behind beef prices and the federal policies that may be limiting supply.• A big win for Canadian agriculture as GoodLeaf Farms raises $52 million to expand capacity and boost controlled-environment production. Go Here for the The Canadian Food Sentiment Index, Volume 2, no. 1  The Food Professor #podcast is presented by Caddle. About UsDr. Sylvain Charlebois is a Professor in food distribution and policy in the Faculties of Management and Agriculture at Dalhousie University in Halifax. He is also the Senior Director of the Agri-food Analytics Lab, also located at Dalhousie University. Before joining Dalhousie, he was affiliated with the University of Guelph's Arrell Food Institute, which he co-founded. Known as “The Food Professor”, his current research interest lies in the broad area of food distribution, security and safety. Google Scholar ranks him as one of the world's most cited scholars in food supply chain management, food value chains and traceability.He has authored five books on global food systems, his most recent one published in 2017 by Wiley-Blackwell entitled “Food Safety, Risk Intelligence and Benchmarking”. He has also published over 500 peer-reviewed journal articles in several academic publications. Furthermore, his research has been featured in several newspapers and media groups, including The Lancet, The Economist, the New York Times, the Boston Globe, the Wall Street Journal, Washington Post, BBC, NBC, ABC, Fox News, Foreign Affairs, the Globe & Mail, the National Post and the Toronto Star.Dr. Charlebois sits on a few company boards, and supports many organizations as a special advisor, including some publicly traded companies. Charlebois is also a member of the Scientific Council of the Business Scientific Institute, based in Luxemburg. Dr. Charlebois is a member of the Global Food Traceability Centre's Advisory Board based in Washington DC, and a member of the National Scientific Committee of the Canadian Food Inspection Agency (CFIA) in Ottawa. Michael LeBlanc is the president and founder of M.E. LeBlanc & Company Inc, a senior retail advisor, keynote speaker and now, media entrepreneur. He has been on the front lines of retail industry change for his entire career. Michael has delivered keynotes, hosted fire-side discussions and participated worldwide in thought leadership panels, most recently on the main stage in Toronto at Retail Council of Canada's Retail Marketing conference with leaders from Walmart & Google. He brings 25+ years of brand/retail/marketing & eCommerce leadership experience with Levi's, Black & Decker, Hudson's Bay, CanWest Media, Pandora Jewellery, The Shopping Channel and Retail Council of Canada to his advisory, speaking and media practice.Michael produces and hosts a network of leading retail trade podcasts, including the award-winning No.1 independent retail industry podcast in America, Remarkable Retail with his partner, Dallas-based best-selling author Steve Dennis; Canada's top retail industry podcast The Voice of Retail and Canada's top food industry and one of the top Canadian-produced management independent podcasts in the country, The Food Professor with Dr. Sylvain Charlebois from Dalhousie University in Halifax.Rethink Retail has recognized Michael as one of the top global retail experts for the fourth year in a row, Thinkers 360 has named him on of the Top 50 global thought leaders in retail, RTIH has named him a top 100 global though leader in retail technology and Coresight Research has named Michael a Retail AI Influencer. If you are a BBQ fan, you can tune into Michael's cooking show, Last Request BBQ, on YouTube, Instagram, X and yes, TikTok.Michael is available for keynote presentations helping retailers, brands and retail industry insiders explaining the current state and future of the retail industry in North America and around the world.

Send us a text

Workslop exposes the dark side of rushed AI adoption—polished but empty output that drains productivity and trust. The cure isn't better tech, but empowering people to co-create AI tools with purpose, ownership, and real-world impact. That's the key take-away message of this episode of the Wise Decision Maker Show, which talks about how “AI workslop” is draining modern enterprises.This article forms the basis for this episode: https://disasteravoidanceexperts.com/how-ai-workslop-is-draining-modern-enterprises/

As the holiday shopping season gets into full swing, this year thoughts are turning to agents and the changing role of AI in commerce. Sheryl Kingstone returns to discuss the impacts and offer insights into strategies for putting agents to work and working in a world of agents with host Eric Hanselman. AI is spanning generations in technology adoption and engagement in ways that previous technologies have struggled. Search and digital engagement had strong splits between different generations. The natural language capabilities of chat interfaces are stepping across technology hesitancy. But it is creating challenges for businesses in reaching their customers. Search engine optimization is well understood, but how can a business ensure it's found by AI entities? Making more information available, but being more selective about which interactions get what data is a critical balance to achieve. Bot management has become a lot more complicated. Building trust in autonomous experiences is the next big hurdle that AI technologies have to accomplish. Gen Z users are more comfortable with automated actions, but trust is still key. Building connections with brand advocates is just as important as it's always been and now has to be delivered through AI. Internal chat can be a good start and it needs to be extended to become a more complete assistant-style interaction. It requires a significant improvement from legacy chatbots and the business it creates can make it worthwhile.   More S&P Global Content: 451 IT Insider: A roundup for IT decision-makers Next in Tech | Ep. 205: Agentic AI Impacts National Retail Federation looks to revitalize the modern commerce experience   For S&P Global subscribers: Benchmarking digital maturity: Are businesses ready for agentic AI? – Highlights from Vot… Pace of AI agent advancement could spur M&A in the sales automation market Big Picture Report: 2026 AI Outlook – Unleashing agentic potential   Credits: Host/Author: Eric Hanselman  Guest: Sheryl Kingstone Producer/Editor: Feranmi Adeoshun Published With Assistance From: Sophie Carr, Kyra Smith  

In this episode of The Crop Science Podcast Show, Dr. Guillermo Balboa from the University of Nebraska–Lincoln explains how precision agriculture and digital dashboards are reshaping nitrogen management strategies in corn production. He shares data-backed methods to increase efficiency, reduce nitrogen input without sacrificing yield, and evaluate biologicals and sensors in real-world farm settings. Learn how decision tools and farmer benchmarking are guiding sustainable practices. Listen now on all major platforms!"Our dashboards use accurate seasonal forecasts to help predict crop stages and guide nutrient timing decisions."Meet the guest: Dr. Guillermo Balboa earned his Ph.D. in Agronomy and Crop Science from Kansas State University, following an M.S. and B.S. from the National University of Río Cuarto. As a Research Assistant Professor at the University of Nebraska–Lincoln, he develops nitrogen strategies using precision ag, crop models, and data tools. His work helps optimize nutrient use and sustainability in corn systems. Liked this one? Don't stop now — Here's what we think you'll love!What you will learn:(00:00) Highlight(01:05) Introduction(05:40) Nitrogen strategies(06:42) Sensor and model tools(09:09) Benchmarking field efficiency(18:05) Biologicals field evaluation(23:46) Barriers to tech adoption(26:21) Final three questionsThe Crop Science Podcast Show is trusted and supported by innovative companies like:- KWS

In this first instalment of a two-part exclusive, The Food Professor Podcast sits down in person with Michael Medline, (now) former President and CEO of Empire Company Limited and Sobeys, in what serendipitously became his last official interview before news broke of his transition to lead The Woodbridge Company. Michael offers a rare, deeply personal look at his eight-plus-year tenure transforming one of Canada's largest retailers. He recounts stepping into the role in 2017, reshaping strategy, modernizing systems, and fostering a culture built on values, innovation, and operational excellence.Michael reflects on navigating the massive disruptions of recent years—from COVID-19 to global trade volatility and technological upheaval—while maintaining a clear North Star for the organisation. He shares insights on revitalizing store formats, strengthening private-label programs, and embracing data transformation and automation to sharpen competitiveness. The conversation also explores the bold acquisitions of Farm Boy and Longo's, discussing trust, partnership, culture, and why collaborative integration—not assimilation—is essential to preserving what makes independent banners special.He also speaks candidly about leadership: prioritizing people, resisting micromanagement, nurturing talent, and ensuring a national grocer performs as one unified organisation rather than fragmented regional fiefdoms. Medline's reflections on turning around the Safeway acquisition, advancing omnichannel capabilities through Voilà, and pushing Empire's innovation agenda offer invaluable lessons for retail leaders navigating rapid change.The episode also features a wide-ranging news conversation with Sylvain and Michael. They break down meat-industry dynamics on both sides of the Canada–U.S. border, including beef supply challenges, oligopoly concerns, and the impact of interprovincial trade barriers on Canadian prices. The hosts also explore the “protein orphan” trend driving increased chicken consumption—and the resulting supply management shortfalls—plus the social-media-fuelled surge in cottage cheese demand.Additional segments highlight CFIA's quietly formed task force responding to U.S. regulatory instability, early snowfall's potential impact on holiday shopping, and the growing disconnect between global climate COP events and the real-world policy outcomes they aim to influence.  The Food Professor #podcast is presented by Caddle. About UsDr. Sylvain Charlebois is a Professor in food distribution and policy in the Faculties of Management and Agriculture at Dalhousie University in Halifax. He is also the Senior Director of the Agri-food Analytics Lab, also located at Dalhousie University. Before joining Dalhousie, he was affiliated with the University of Guelph's Arrell Food Institute, which he co-founded. Known as “The Food Professor”, his current research interest lies in the broad area of food distribution, security and safety. Google Scholar ranks him as one of the world's most cited scholars in food supply chain management, food value chains and traceability.He has authored five books on global food systems, his most recent one published in 2017 by Wiley-Blackwell entitled “Food Safety, Risk Intelligence and Benchmarking”. He has also published over 500 peer-reviewed journal articles in several academic publications. Furthermore, his research has been featured in several newspapers and media groups, including The Lancet, The Economist, the New York Times, the Boston Globe, the Wall Street Journal, Washington Post, BBC, NBC, ABC, Fox News, Foreign Affairs, the Globe & Mail, the National Post and the Toronto Star.Dr. Charlebois sits on a few company boards, and supports many organizations as a special advisor, including some publicly traded companies. Charlebois is also a member of the Scientific Council of the Business Scientific Institute, based in Luxemburg. Dr. Charlebois is a member of the Global Food Traceability Centre's Advisory Board based in Washington DC, and a member of the National Scientific Committee of the Canadian Food Inspection Agency (CFIA) in Ottawa. Michael LeBlanc is the president and founder of M.E. LeBlanc & Company Inc, a senior retail advisor, keynote speaker and now, media entrepreneur. He has been on the front lines of retail industry change for his entire career. Michael has delivered keynotes, hosted fire-side discussions and participated worldwide in thought leadership panels, most recently on the main stage in Toronto at Retail Council of Canada's Retail Marketing conference with leaders from Walmart & Google. He brings 25+ years of brand/retail/marketing & eCommerce leadership experience with Levi's, Black & Decker, Hudson's Bay, CanWest Media, Pandora Jewellery, The Shopping Channel and Retail Council of Canada to his advisory, speaking and media practice.Michael produces and hosts a network of leading retail trade podcasts, including the award-winning No.1 independent retail industry podcast in America, Remarkable Retail with his partner, Dallas-based best-selling author Steve Dennis; Canada's top retail industry podcast The Voice of Retail and Canada's top food industry and one of the top Canadian-produced management independent podcasts in the country, The Food Professor with Dr. Sylvain Charlebois from Dalhousie University in Halifax.Rethink Retail has recognized Michael as one of the top global retail experts for the fourth year in a row, Thinkers 360 has named him on of the Top 50 global thought leaders in retail, RTIH has named him a top 100 global though leader in retail technology and Coresight Research has named Michael a Retail AI Influencer. If you are a BBQ fan, you can tune into Michael's cooking show, Last Request BBQ, on YouTube, Instagram, X and yes, TikTok.Michael is available for keynote presentations helping retailers, brands and retail industry insiders explaining the current state and future of the retail industry in North America and around the world.

True success in Gen AI initiatives comes not from competition but from collaboration: breaking down silos, sharing insights, and working together to unlock innovation, agility, and lasting organizational value. That's the key take-away message of this episode of the Wise Decision Maker Show, which talks about why collaboration beats competition in Gen AI initiatives.This article forms the basis for this episode: https://disasteravoidanceexperts.com/why-collaboration-beats-competition-in-gen-ai-initiatives/

One of the most common things new clients want to know is how their retirement assets measure up against their peers, and one of the first jobs of the advisor is to steer them away from this kind of thinking. Donna and Nathan discuss the process of assessing your financial health, and how to appropriately measure your progress. Also on MoneyTalk, income investing and the downsides of living off dividends. Hosts: Donna Sowa Allard, CFP®, AIF® & Nathan Beauvais, CFP®, CIMA®; Air Date: 11/6/2025. Have a question for the hosts? Leave a message on the MoneyTalk Hotline at (401) 587-SOWA and have your voice heard live on the air!See omnystudio.com/listener for privacy information.

Ever wondered what it's like to be a luxury hotel marketer? In this episode of the DMI Podcast, host ⁠⁠Will Francis⁠⁠ speaks with Mary Beth O'Connor, an experienced hospitality marketing professional whose career has taken her from international sales to Director of Sales & Marketing at the legendary Pierre Hotel in New York City.Mary Beth shares insider perspectives on how hotels and resorts can maintain their identity and customer loyalty in an age dominated by online travel agents, why “people are the product,” and what all businesses can learn from the hospitality mindset.She also explores the rise of wellness travel, the power of partnerships, and how authenticity, curiosity, and personalization drive success in hospitality marketing.Mary Beth's Top 3 TipsStay curious and keep learning: The marketing industry changes constantly — adapt with it.Keep it personal: Hospitality is built on relationships and genuine connection.Build partnerships: Creative collaborations can amplify reach without huge budgets.The Ahead of the Game podcast is brought to you by the Digital Marketing Institute and is available on ⁠⁠⁠⁠YouTube, Apple Podcasts⁠⁠⁠⁠, ⁠⁠⁠⁠Spotify⁠⁠⁠⁠, and ⁠⁠⁠⁠all other podcast platforms.And if you enjoyed this episode please leave a review so others can find us. If you have other feedback for or would like to be a guest on the show, email the podcast team!Timestamps3:23 – How online travel agents changed hotel marketing6:04 – Selling experience, not just rooms: the people-first approach8:09 – Retention, culture, and leadership in hotels10:27 – Human stories that build brand loyalty12:03 – Bringing hotel staff personalities into marketing13:41 – What makes hospitality marketing unique14:59 – Digital marketing, events, and local partnerships18:43 – How travel audiences changed after the pandemic21:13 – Global markets and U.S. traveler demand23:32 – Marketing multiple offerings (rooms, restaurants, spa)26:19 – Branding luxury properties and using heritage wisely29:24 – Benchmarking top hotel brands31:21 – Marketing inside the property and guest personalization33:00 – Balancing technology and human touch in luxury34:07 – Why arrival experience defines customer loyalty36:44 – Lessons all businesses can learn from hospitality38:11 – Emerging trends: wellness, sustainability, and women's travel40:28 – Using digital and webinars for B2B marketing43:26 – Influencer marketing in hospitality: challenges and best fits47:24 – Advice for aspiring hospitality marketers

Embracing failure is essential to a successful AI strategy. It's not a setback but a catalyst for learning, innovation, and resilience that drives continuous improvement and real business impact in the evolving world of generative AI. That's the key take-away message of this episode of the Wise Decision Maker Show, which talks about why failure is the secret sauce in Gen AI strategy.This article forms the basis for this episode: https://disasteravoidanceexperts.com/failure-the-secret-sauce-in-gen-ai-strategy/

Professional services leaders are constantly balancing growth, delivery, and profitability, but what if the biggest opportunities are hiding in plain sight?In this episode, Charles Gustine, Director of Customer and Market Insights at Kantata, and Connor Budden, Global Director at Service Performance Insight (SPI), explore how benchmarking helps firms uncover hidden inefficiencies, strengthen leadership, and transform performance across every area of the business.Recorded live at Kantata Converge, this conversation draws on decades of SPI's benchmarking insights and unveils SPI Insight, a breakthrough integration that brings real-time benchmarking directly into the Kantata platform.In this episode, you'll learn:Why benchmarking matters — and how top-performing services firms use data to turn blind spots into breakthroughs.The five pillars of performance maturity — leadership, client relationships, talent, service execution, and operations.Real-world stories of firms uncovering costly inefficiencies and driving measurable improvements.How AI is reshaping benchmarking — delivering faster, smarter, and more contextual decision-making.A first look at SPI Insight — the new embedded benchmarking capability within Kantata that turns data into real-time guidance. Hosted on Acast. See acast.com/privacy for more information.

In this episode, we discuss the current top issues for employers – AI, DEI and Pay Equity – that were highlighted at multiple employment conferences that David Fortney and FortneyScott attorneys Liz Bradley and Nita Beecher recently attended.  For each, we explore the issues and share the key strategies that employers are following to address these developments.Contact Fortney & Scott: Tweet us at @fortneyscott Follow us on LinkedIn Email us at info@fortneyscott.com Thank you for listening! https://www.fortneyscott.com/

In episode 135 of Nonprofit Mission: Impact, Carol Hamilton talks with organizational design consultant Julian Chender about how nonprofits can move beyond simple restructuring to intentional organizational design that aligns strategy, structure, and process.  They discuss: how organizational design is not the same as restructuring how design choices impact effectiveness, collaboration, and long-term sustainability.  the pitfalls of designing around personalities,  the importance of strategic clarity when facing downsizing or merger decisions.  The conversation offers nonprofit leaders practical insights into building organizations that are resilient, adaptable, and positioned for impact.   Episode highlights: The Why Behind the Work -  [00:08:08]  Defining Organizational Design - [00:13:53]  Structure, Silos, and Collaboration - [00:14:41]  Common Mistakes in Nonprofit Design -  [00:18:23]  Balancing Human-Centered Values and Strategy -  [00:20:40]  Downsizing by Design - [00:24:36]  Participation and Ownership - [00:23:32]  Benchmarking vs. Mass Customization -  [00:30:01]  Strategic Plans Require Organizational Design - [00:37:40] Mergers and Strategic Alliances -  [00:41:21]  Examples of Successful Mergers -  [00:44:16]  The Key Question for Leaders - [00:47:57]    Guest Bio: Julian Chender is the founder of 11A Collaborative, an organization design firm focused on creating healthy society through healthy organizations. In his early years, Julian was an internal consultant at the National Institute of Allergy and Infectious Disease (NIAID) under Tony Fauci during the agency's response to the global Ebola and Zika crises. From there, he moved to external consulting, eventually joining Accenture's Operating Model & Organization Design practice shortly after its acquisition of Kates Kesler. Through 11A Collaborative, Julian has consulted to purpose-driven organizations across sectors. He is a Certified Organization Design Practitioner and an ICF-Certified Coach who holds a master's degree in Organization Development from American University and a B.A. in History from Swarthmore College. Important Links and Resources: Julian Chender 11A Collaborative Organization Design Forum Downsizing by Design: A Guide for Nonprofits Candid Social Impact Staff Retention survey Board Source Purpose Driven Leadership   Be in Touch: ✉️ Subscribe to Carol's newsletter at Grace Social Sector Consulting and receive the Common Mistakes Nonprofits Make In Strategic Planning And How To Avoid Them

Sustained AI innovation thrives when businesses invest time, tools, and support to empower experimentation—transforming curiosity into scalable impact and positioning organizations to lead in an evolving, Gen AI–driven future. That's the key take-away message of this episode of the Wise Decision Maker Show, which describes how resources ignite Gen AI innovation.This article forms the basis for this episode: https://disasteravoidanceexperts.com/resources-ignite-gen-ai-innovation/

How does Python 3.14 perform under a few hand-crafted benchmarks? Does the performance of asyncio scale on the free-threaded build? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder's Weekly articles and projects.

Flexible work will thrive through empowerment, not office layouts. DIY AI—where employees build their own tools—turns flexibility into performance, boosting productivity, balance, and innovation across distributed teams. That's the key take-away message of this episode of the Wise Decision Maker Show, which talks about how DIY AI unlocks productivity and flexibility.This article forms the basis for this episode: https://disasteravoidanceexperts.com/how-diy-ai-unlocks-productivity-and-flexibility/

With the goal of supporting the people who manage EDs across the country, the ED Benchmarking Alliance has spent three decades providing data and evidence to drive best practices for patient flow and care delivery. EDBA Executive Director Mike Gibbons joins the ENA Podcast to talk about the Alliance's work and how ENA and ED nurses are bringing their voice to key areas of focus, such as behavioral health, AI and capacity management.

Is artificial intelligence custom-made for legal tasks better than general AI tools like Google Gemini and ChatGPT? That is the topic of this episode featuring Legalbenchmarks.ai Founder Anna Guo. Anna is a former BigLaw lawyer who left the practice to become an entrepreneur and now focuses her energies on quantifying the utility of AI in the legal industry. Anna's initial anecdotal research for colleagues quickly revealed a strong community interest in a systematic approach to evaluating legal AI tools. This led to the creation of Legalbenchmarks.AI, dedicated to finding out where the promise of humans plus AI is truly better than humans alone or AI alone. The core of the research involves measuring the "delta," or the extent to which AI can elevate human performance. To date, Legalbenchmarks.ai conducted two major studies: one on information extraction from legal sources and a second on contract review and redlining. Key Findings from the Studies: Accuracy vs. Qualitative Usefulness: The highest-performing general-purpose AI tools (like Gemini) were often found to be more accurate and consistent. However, the legal-specific AI tools often received higher marks in qualitative usefulness and helpfulness, as they align more closely with existing legal workflows. Methodology: The testing goes beyond simple accuracy. It includes a three-part assessment: Reliability (objective accuracy and legal adequacy), Usability (qualitative metrics like helpfulness and coherence for tasks such as brainstorming), and Platform Workflow Support (integration, citation checks, and other features). Human-AI Performance: In the contract analysis study, AI tools matched or exceeded the human baseline for reliability in producing first drafts. Crucially, the data demonstrated that the common belief that "human plus AI will always outperform AI alone" was false; the top-performing AI tool alone still had a higher accuracy rate than the human-plus-AI combo. Risk Analysis: A significant finding was that legal AI tools were better at flagging material risks, such as compliance or unenforceability issues in high-risk scenarios, that human lawyers missed entirely. This suggests AI can act as a crucial safety net. Strengths Comparison: AI excels at brainstorming, challenging human bias, and performing mass-scale routine tasks (e.g., mass contract review for simple terms). Humans retain a significant edge in ingesting nuanced context and making commercially reasonable decisions that AI's instruction-following can sometimes lack. Discussion Highlights: [0:00] – Introduction and background of Anna Guo and Legal Benchmarks AI. [4:30] – The impetus for starting systematic AI benchmarking. [6:00] – Explaining the concept of measuring the "delta" in performance. [9:00] – Detailed breakdown of the three-part AI assessment methodology. [15:00] – Discussion of the contrasting results: general LLM accuracy vs. legal AI qualitative value. [19:00] – Results on AI performance matching human reliability in contract drafting. [21:00] – Debunking the myth about Human + AI always outperforming AI alone. [23:00] – The finding that legal AI excels at surface material risks that lawyers miss. [27:00] – A SWOT analysis of when to use humans and when to use AI. [30:00] – Future roadmap for Legal Benchmarks AI research.  

Live from Boston on the final stop of the Advisory Amplified tour, Blake sits down with James Erving from Fathom and Chris Macksey from Prix Fixe Accounting to explore what advisory services really mean beyond bookkeeping and compliance. Chris shares how his firm requires advisory for all restaurant clients, using industry expertise and operational metrics to guide decisions on everything from menu pricing to expansion timing. The conversation covers the difference between delivering information versus being integral to decision-making, with insights on forecasting, benchmarking, and why visual KPIs help clients with low financial literacy understand their business performance.Chapters(00:22) - Welcome to the Earmark Podcast (01:15) - Prix Fixe Accounting: A Niche in Hospitality (02:25) - Advisory Services in the Restaurant Industry (06:20) - Forecasting and Budgeting for Restaurants (06:59) - Getting Started with Advisory Services (13:40) - Defining Advisory Services (17:35) - The Value of Metrics and Visuals (25:24) - Advice for Firms Starting Advisory Services (27:40) - Conclusion and Final Thoughts Sign up to get free CPE for listening to this podcasthttps://earmarkcpe.comhttps://earmark.app/Download the Earmark CPE App Apple: https://apps.apple.com/us/app/earmark-cpe/id1562599728Android: https://play.google.com/store/apps/details?id=com.earmarkcpe.appConnect with Our Guests: James ErvingLinkedIn: https://www.linkedin.com/in/jameserving/Learn more about FathomOfficial website: http://fathomhq.comChris MackseyLinkedIn: https://www.linkedin.com/in/cmacksey/Learn more about Prix Fixe AccountingOfficial website: https://prixfixe.accountants/Connect with Blake Oliver, CPALinkedIn: https://www.linkedin.com/in/blaketoliverTwitter: https://twitter.com/blaketoliver/

We sat down with Sara Saab (VP of Product at Prolific) and Enzo Blindow (VP of Data and AI at Prolific) to explore the critical role of human evaluation in AI development and the challenges of aligning AI systems with human values. Prolific is a human annotation and orchestration platform for AI used by many of the major AI labs. This is a sponsored show in partnership with Prolific. **SPONSOR MESSAGES**—cyber•Fund https://cyber.fund/?utm_source=mlst is a founder-led investment firm accelerating the cybernetic economyOct SF conference - https://dagihouse.com/?utm_source=mlst - Joscha Bach keynoting(!) + OAI, Anthropic, NVDA,++Hiring a SF VC Principal: https://talent.cyber.fund/companies/cyber-fund-2/jobs/57674170-ai-investment-principal#content?utm_source=mlstSubmit investment deck: https://cyber.fund/contact?utm_source=mlst— While technologists want to remove humans from the loop for speed and efficiency, these non-deterministic AI systems actually require more human oversight than ever before. Prolific's approach is to put "well-treated, verified, diversely demographic humans behind an API" - making human feedback as accessible as any other infrastructure service.When AI models like Grok 4 achieve top scores on technical benchmarks but feel awkward or problematic to use in practice, it exposes the limitations of our current evaluation methods. The guests argue that optimizing for benchmarks may actually weaken model performance in other crucial areas, like cultural sensitivity or natural conversation.We also discuss Anthropic's research showing that frontier AI models, when given goals and access to information, independently arrived at solutions involving blackmail - without any prompting toward unethical behavior. Even more concerning, the more sophisticated the model, the more susceptible it was to this "agentic misalignment." Enzo and Sarah present Prolific's "Humane" leaderboard as an alternative to existing benchmarking systems. By stratifying evaluations across diverse demographic groups, they reveal that different populations have vastly different experiences with the same AI models. Looking ahead, the guests imagine a world where humans take on coaching and teaching roles for AI systems - similar to how we might correct a child or review code. This also raises important questions about working conditions and the evolution of labor in an AI-augmented world. Rather than replacing humans entirely, we may be moving toward more sophisticated forms of human-AI collaboration.As AI tech becomes more powerful and general-purpose, the quality of human evaluation becomes more critical, not less. We need more representative evaluation frameworks that capture the messy reality of human values and cultural diversity. Visit Prolific: https://www.prolific.com/Sara Saab (VP Product):https://uk.linkedin.com/in/sarasaabEnzo Blindow (VP Data & AI):https://uk.linkedin.com/in/enzoblindowTRANSCRIPT:https://app.rescript.info/public/share/xZ31-0kJJ_xp4zFSC-bunC8-hJNkHpbm7Lg88RFcuLETOC:[00:00:00] Intro & Background[00:03:16] Human-in-the-Loop Challenges[00:17:19] Can AIs Understand?[00:32:02] Benchmarking & Vibes[00:51:00] Agentic Misalignment Study[01:03:00] Data Quality vs Quantity[01:16:00] Future of AI OversightREFS:Anthropic Agentic Misalignmenthttps://www.anthropic.com/research/agentic-misalignmentValue Compasshttps://arxiv.org/pdf/2409.09586Reasoning Models Don't Always Say What They Think (Anthropic)https://www.anthropic.com/research/reasoning-models-dont-say-think https://assets.anthropic.com/m/71876fabef0f0ed4/original/reasoning_models_paper.pdfApollo research - science of evals blog posthttps://www.apolloresearch.ai/blog/we-need-a-science-of-evals Leaderboard Illusion https://www.youtube.com/watch?v=9W_OhS38rIE MLST videoThe Leaderboard Illusion [2025]Shivalika Singh et alhttps://arxiv.org/abs/2504.20879(Truncated, full list on YT)

AI fails when goals are unclear—success comes from aligning Gen AI with business priorities, setting measurable outcomes, and balancing structure with flexibility to turn innovation into impact. That's the key take-away message of this episode of the Wise Decision Maker Show, which discusses why Gen AI fails without focus—and how to fix it.This article forms the basis for this episode: https://disasteravoidanceexperts.com/why-gen-ai-fails-without-focus-and-how-to-fix-it/

We're back from Texas just in time to chat with Jon Seager, Canonical's VP of Engineering, and their new era with Ubuntu 25.10. On the way, we visit System76 in Denver where the COSMIC team has surprises waiting for us.Sponsored By:Managed Nebula: Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love. 1Password Extended Access Management: 1Password Extended Access Management is a device trust solution for companies with Okta, and they ensure that if a device isn't trusted and secure, it can't log into your cloud apps. Support LINUX UnpluggedLinks:

On today's episode, Jared Berman, Partner at Meridian Compensation Partners, LLC, unpacks the fundamentals of market benchmarking and peer group development, explaining why these building blocks are critical to executive compensation governance. From defining what the market for talent really means to exploring the nuances of selecting peer groups, Jared highlights the art and science behind designing fair and effective pay practices.Key Takeaways:00:00 Introduction.02:00 Market benchmarking establishes reasonable executive pay.04:11 Fair comparisons require companies of similar complexity.05:13 Comparables provide structure in pay assessment.06:34 Peer groups work best with a balanced sample.08:08 Size matters but doesn't always show complexity.09:22 Broader factors such as reach and workforce refine groups.10:05 Avoid selecting peers based only on performance.12:07 Benchmarking centers on the most senior executives.Resources Mentioned:Jared Bermanhttps://www.linkedin.com/in/jared-berman-3950884/Meridian Compensation Partners, LLChttps://www.linkedin.com/company/meridian-compensation-partners-llc/This episode is brought to you by Meridian Compensation Partners, LLC. Learn more by visiting MeridianCP.com. #Compensation #Wages #SPAC #Equity #ExecutiveCompensation #Clawback

Join The Full Nerd gang as they talk about the latest PC building news. In this episode the gang is joined by special guest Edward Crisler, NA PR Manger at  @SapphireTechnology , to talk about the current state of GPU's, including manufacturing challenges and benchmarking changes. And of course we answer your questions live! Join the PC related discussions and ask us questions on Discord: https://discord.gg/SGPRSy7 Follow the crew on X and Bluesky: @AdamPMurray @BradChacos @MorphingBall @WillSmith ============= Read PCWorld! Website: http://www.pcworld.com Newsletter: http://www.pcworld.com/newsletters/signup =============

Barings' John Lippmann and CBRE Investment Management's Elisabeth Troni share strategies for navigating risk and unlocking value in core real estate investment portfolios. From alternatives to secondary markets, top funds are adapting to outperform in a shifting landscape.Key takeaways on evolving investor strategies: · Alternatives are reshaping core portfolios, with newer funds allocating heavily to data centers, seniors housing and single-family residential.· Operational expertise is a performance driver, particularly in shorter-lease-term asset types that require service-oriented models.· Smaller markets offer strategic upside, with investor focus shifting to high-growth, affordable areas like El Paso and West Palm Beach amid demographic and affordability trends.· Flexible fund structures allow managers to hold through market cycles and avoid forced sales in illiquid environments.· Benchmarking tools enhance insights into income vs. appreciation return potential and help investors measure returns.