Podcasts about Benchmarking

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.

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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.

What does it take for you to press reset? Have you created the life you want to be living? Fannie Flagg - A redbird christm,as https://www.goodreads.com/book/show/199532.A_Redbird_Christmas?ac=1&from_search=true&qid=wl4DHfUfm8&rank=1

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/

Seu produto não está entregando os resultados esperados, mesmo com novas funcionalidades? Neste Enzimas, Luiz Alvaro Wienc, Gerente de Portfólio e Governança de TI na Vivo, compartilha dicas práticas e insights valiosos para você identificar se é hora de ajustar o rumo do seu produto. Ficou curioso? Então, dê o play! Assuntos abordados: Diagnóstico de eficiência do produto; Métricas estagnadas e KPIs; Feedback do cliente; Backlog e OKRs; Jornada e experiência do cliente; Benchmarking e diferenciação; Experimentação; Visão estratégica de produto. Links importantes: Newsletter Dúvidas? Nos mande pelo Linkedin Contato: osagilistas@dtidigital.com.br Os Agilistas é uma iniciativa da dti digital, uma empresa WPPSee omnystudio.com/listener for privacy information.

Recorded live at the Coffee Association of Canada Annual Conference, this special edition of The Food Professor Podcast with Michael LeBlanc and Dr. Sylvain Charlebois brews up a rich conversation on the state of Canada's food economy, the coffee industry's shifting landscape, and the global forces shaping what Canadians eat and drink live on the stage.The episode opens with Michael and Sylvain diving into the latest geopolitical tensions influencing trade and agriculture. From Washington to Mexico City, Sylvain shares insights from his travels and firsthand discussions with U.S. policy insiders and Latin American producers. The conversation highlights how Canada's trading partners are adapting quickly, especially Mexico's resilience and growing potential as a key agri-food ally in the hemisphere.The professors then turn to an annual highlight — an early look at the 2026 Canada Food Price Report, compiled by a network of ten universities using AI-powered forecasting. Sylvain hints at tough times ahead for consumers, forecasting that meat and poultry prices could rise by as much as 25% in the months ahead, putting pressure on Canadian households. He connects this to the emerging “protein play” trend, where consumers are seeking protein in unconventional forms — including fortified beverages like coffee. While acknowledging the opportunity, he cautions that nutritionists are warning against over-fortification, signaling that balance and consumer education will be key.The discussion then flows into GLP-1 drugs and their growing impact on food demand. As consumers change their eating patterns, Sylvain warns that Big Pharma's gains may translate into Big Food's challenges — though innovation and reformulation could open new opportunities. From AI-enabled efficiency to personalized nutrition, the professors explore how food and beverage brands must adapt to new consumption realities.Rounding out the first half, they discuss the “Battle for the Third Place” — how coffee shops are redefining the space between home and work post-COVID. Sylvain urges operators to double down on human connection and service excellence, even as automation and rising wages push toward efficiency.In the second half, guest Doug Porter, Chief Economist at BMO, unpacks Canada's economic outlook. Porter delivers a grounded view of growth, inflation, immigration, and consumer spending, labeling the new federal budget “boring — and that's a good thing.” He weighs in on labour shortages, immigration reform, the “K-shaped” economy, and AI's role in reshaping productivity, closing with optimism that innovation and adaptation — not fear — will guide Canada's next decade. 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 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

In this flavorful new episode of The Food Professor Podcast—presented by Caddle—Michael LeBlanc and Dr. Sylvain Charlebois serve up an inspiring conversation with Rob Sengotta, chef and co-founder of Von Slick's Finishing Touch, the award-winning Manitoba-based producer of gourmet compound butters.The InterviewRob takes listeners behind the scenes of his chef-to-entrepreneur journey—from fine-dining kitchens in London and France to building a small-batch butter business on the prairies. He shares how curiosity and culinary discipline led to Von Slick's signature push-tube packaging and eight imaginative flavours, including garlic confit, roasted red pepper, mushroom duxelle, and cowboy butter.Listeners learn how Rob and partner Landon Craker turned a spark of an idea into a thriving Western Canadian brand by mastering distribution, leveraging farmers' markets, and staying creative on social media. Rob reflects on his early appearance on Dragon's Den, the lessons learned about timing and valuation, and the advantages of remaining proudly local. He also reveals new restaurant-format products, growing online sales nationwide, and why Canadians' appetite for supporting homegrown brands continues to expand.The NewsIn the first half, Sylvain reports live from Medellín, Colombia, where he's attending an international conference on rural food economies. He offers a fascinating window into Colombia's agricultural transformation—how coffee and cocoa remain vital exports and how farmers are striving to move beyond decades of narcotics-driven instability.Back in Canada, Michael and Sylvain unpack the latest headlines:CFIA factory inspections and the urgent need for transparency;Health Canada's cloned-meat consultations, why silent science can backfire, and the parallels to GMO controversies;Parliamentary hearings on the grocery code of conduct and why supplier–retailer trust still drives price volatility;Bank of Canada's rate decision, its implications for restaurants and food-service recovery; andThere is a growing debate over adopting a U.S.-style SNAP food-assistance program in Canada.This episode blends global perspective, policy insight, and entrepreneurial inspiration—proving again that from farm to fork, the Canadian food economy is as complex as it is delicious. 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.

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.  

In this dynamic episode of The Food Professor Podcast, presented by Caddle, co-hosts Michael LeBlanc and Dr. Sylvain Charlebois dive into the latest headlines shaping Canada's food and beverage sector before welcoming Kiran Mann, CEO of Brar's, one of North America's fastest-growing South Asian food manufacturers.The episode opens with a timely look at the hospitality boost from the Toronto Blue Jays' World Series run, a much-needed economic shot in the arm for restaurants and bars coast-to-coast. From there, Sylvain unpacks fresh Canadian inflation data, connecting global trade policy, tariffs, and drought-driven beef shortages to continued food-price volatility. He explains why Canadian beef prices will likely remain high until mid-2027, and how regional differences—from Saskatchewan's 5.5 percent food inflation to Ontario's 3.5 percent—highlight a widening national divide. The conversation also tackles layoffs at Molson Coors and Nestlé, changing consumer habits amid the Ozempic effect, and why Big CPG must reinvent itself as Canadians buy more locally produced goods. The duo rounds out the news rundown with an update on Agropur's cottage-cheese lockout and a surprising salmonella outbreak in dog treats, underscoring the need for better pet-food safety oversight.Then, Michael and Sylvain welcome Kiran Mann, an inspirational immigrant entrepreneur and visionary leader steering Brar's from family-run origins to a national and expanding international powerhouse. Mann shares her remarkable journey—from her roots in Amritsar, India, to leading a modern Canadian company that connects authentic Indian flavours with contemporary manufacturing innovation. She explains Brar's evolution across three categories—dairy, snacks, and sweets—including its beloved samosas, signature paneer, and pure-vegetarian veggie burgers.Mann introduces her proprietary “Harmonic System”—a leadership and operational philosophy grounded in balance, authenticity, and purpose. Her approach integrates people, process, and passion, ensuring that growth doesn't outpace culture or quality. The discussion explores how Brar's sustains traditional recipes while using food science to extend shelf life naturally, create sustainable packaging, and meet the needs of health-conscious, multicultural consumers. Looking ahead, Mann outlines her strategy of “depth and impact,” combining Canadian multiculturalism, sustainable supply chains, and bold U.S. expansion to make Brar's a global ambassador of modern Indian cuisine made in Canada. 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.

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/

Send us a textWhat does “good” actually look like in home-based care? We dig into a clear, practical answer and show how a four-pillar maturity model transforms messy data into confident decisions. With AlayaCare's Alex Skinner, we break down operational excellence, employee experience, health outcomes, and financial performance, then map them to the few metrics that truly move the needle.You'll hear why benchmarking needs two angles — trend your own progress and compare against look-alike peers — to avoid blind spots and focus on the right bets. Alex walks us through live examples of scheduler productivity and authorization utilization, revealing how standardized definitions, quartiles, and time-series views help leaders see impact fast. We also explore why some tempting metrics got cut, how customer success coaching adds crucial context, and how to resist “what's easy to measure” in favor of “what's worth measuring”.Episode Resources:Webinar: Harnessing data intelligence for better outcomes: How data-driven insights are transforming home-based careBlog: 3 steps to leverage data science in home careToolkit: Growth in home-based care: How to make the most out of your dataVideo: Elara Caring: Harnessing data for better patient outcomesIf you liked this episode and want to learn more about all things home-based care, you can explore all our episodes at alayacare.com/homehealth360.

This year's RSE (research software engineering) workshop at the International Supercomputing Conference (ISC) in Hamburg, Germany, focused on one theme: continuous benchmarking for high performance computing. Organisers Rene Caspart and Robert Speck tell us how it all went, while keynote speakers Michele Mesiti and Jayesh Badwaik give us concrete examples of how they go about continuous benchmarking - and why. Links:https://www.helmholtz-hirse.de/events/2025_06_13-rsehpcatisc.htmlhttps://exacb.pages.jsc.fz-juelich.dehttps://hpsf.iohttps://arxiv.org/abs/2505.21321https://ramble.readthedocs.io/en/latest/getting_started.htmlGeneral links:https://www.kit.edu/english/https://www.fz-juelich.de/en/ias/jschttps://www.nhr-verein.de/enhttps://isc-hpc.comhttps://supercomputing.orgGet in touchThank you for listening! Merci de votre écoute! Vielen Dank für´s Zuhören! Contact Details/ Coordonnées / Kontakt: Email mailto:peter@code4thought.org UK RSE Slack (ukrse.slack.com): @code4thought or @piddie Bluesky: https://bsky.app/profile/code4thought.bsky.social LinkedIn: https://www.linkedin.com/in/pweschmidt/ (personal Profile)LinkedIn: https://www.linkedin.com/company/codeforthought/ (Code for Thought Profile) This podcast is licensed under the Creative Commons Licence: https://creativecommons.org/licenses/by-sa/4.0/

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)

In this episode of The Food Professor Podcast, presented by Caddle, co-hosts Michael LeBlanc and Dr. Sylvain Charlebois open with a wide-ranging conversation on global trade tensions, the state of Canadian agriculture, and the latest policy moves shaping our food economy — before turning to the fascinating story of Stephen Mitchell, President of Sprucewood Shores Estate Winery, Ontario's only beachfront winery on the Lake Erie North Shore.Michael and Sylvain begin by unpacking the economic aftershocks of U.S. tariff wars, as soybean farmers in America face devastating losses and look for government bailouts amid shifting Chinese trade alliances. Sylvain, speaking from Purdue University in Indiana, shares first-hand insights from conversations with American farmers reeling from collapsed exports and rising equipment costs. The hosts then pivot to the EV tariff dispute between Canada, China, and the U.S., discussing whether Ottawa should drop tariffs on Chinese electric vehicles to save Canadian canola farmers — a debate intensified by security concerns and diplomatic pressures. They also explore evolving Canada–India trade relations, the potential of government-run grocery stores, and Canada's climb to #7 in the Global Agri-Food Most Influential Nations report released on World Food Day, produced in partnership with MNP.Then, Michael introduces Stephen Mitchell for a compelling look at the business of craft wine in Ontario. Stephen recounts the family story behind Sprucewood Shores — from his father's dream of returning to his farming roots to the hands-on creation of a 52-acre lakeside vineyard and winery. He describes how the business evolved from a weekend “hobby farm” into a major local producer, now recognized for its Beach Glass Series, Classic Series, and signature Warm & Cozy mulled wine, distributed through the LCBO and beyond. Stephen details how the winery balances tradition with innovation — focusing on approachability, sustainability, and product diversification — while investing to capture new market momentum as Ontario's wine industry gains visibility and political support. He also shares marketing lessons learned through social media, tastings, and direct-to-consumer engagement, underscoring that success in wine is about constant connection and storytelling.Link Global Agri-Food Most Influential Nations interactive site and report released on World Food Day, produced in partnership with MNPhttps://www.mnp.ca/en/clients/food-and-beverage-processing/momentum-is-building-canadas-rise-in-global-agri-food#reportLink to Whole Foods trends report 2026https://www.freshfruitportal.com/news/2025/10/13/whole-foods-trends-2026/.  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 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/

Uncover where your brewery truly makes money by identifying key profit drivers across products, customers, and channels. In this session, you'll learn how to benchmark your financial performance against industry standards, spot areas for improvement, and make data-driven decisions that lead to stronger margins and sustainable profitability.Panelists: Dan Reineke (Loma Brewing Company)Jake Lohse (Presidential Brewing Company)Sara Watson (Vacancy Brewing)Moderator: Kary Shumway (Beer Business Finance)Join us in person for CBP Connects New OrleansDecember 8–10, 2025It's never been more important to connect: https://cbpconnects.com/

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:

Follow Evident Insights on Linkedin!Follow us on Instagram and on LinkedIn!Created by SOUR, this podcast is part of the studio's "Future of X,Y,Z" research, where the collaborative discussion outcomes serve as the base for the futuristic concepts built in line with the studio's mission of solving urban, social and environmental problems through intelligent designs.Make sure to visit our website and subscribe to the show on Apple Podcasts, Spotify, or Google Podcasts so you never miss an episode. If you found value in this show, we would appreciate it if you could head over to iTunes to rate and leave a review – or you can simply tell your friends about the show!Don't forget to join us next week for another episode. Thank you for listening!

AEC marketing and business development are changing fast. In this episode, Deirdre Booth talks with Scott Butcher of Stambaugh Ness about what is reshaping the work today and what leaders need next. They cover the talent crunch, the “missing middle,” and why environmental scanning belongs in every plan. They discuss practical uses of AI, how early adopters are already productizing tools, and what happens when firms delay. Scott makes the case for true marketing leadership at the table, not just a new title, and offers a six month playbook that focuses on three use cases for AI, stronger BD and marketing alignment, and a habit of testing and learning. The conversation closes with clear risks of waiting, including loss of relevance and recruiting challenges, and a reminder that agility wins when conditions shift.

A shorter episode this week, but packed with exciting news and great conversation! We start with an announcement about our upcoming interactive workshop on “Effective Budgeting Using Data,” hosted by Golf Club Talk UK in collaboration with Club Benchmarking EMEA. This hands-on session will use real club data (gathered from delegates ahead of time) to explore the financial health of clubs and how data can drive smarter budgeting decisions.  Why not bring your Chairman or a Board member along! Workshop Details:

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

Alan Moore and Michael Kitces share nine years of XYPN benchmarking insights live from XYPN LIVE 2025. From year-one challenges to fee strategies, hiring, and the value of CFP® certification, this episode gives a candid, data-driven look at what works (and what doesn't) when growing a fee-only firm.

Organizations are moving from DEI to data-driven decision-making, embedding fairness and transparency into everyday processes to reduce bias, build trust, and drive innovation without the political baggage of traditional DEI. That's the key take-away message of this episode of the Wise Decision Maker Show, which discusses why organizations should shift from DEI to data-driven decision-making.This article forms the basis for this episode: https://disasteravoidanceexperts.com/why-organizations-should-shift-from-dei-to-data-driven-decision-making/

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 =============

We're talking about benchmarking. Why is it important? What's the purpose? And how do you use benchmarking results to create more profit in your business? Get a FREE MONTH with the Inventory Genius Calculator - https://www.ciarastockeland.com/inventory-genius-calculator Work with Me - https://www.ciarastockeland.com/work-with-meVisit the Bookstore - https://www.ciarastockeland.com/bookstoreSign Up for Free Weekly Tips and Trainings - https://www.ciarastockeland.com/subscribe More About the Episode Sponsor:Finding Freedom Financial Services (https://www.findingfreedomfinancial.com/) - Get help managing your business finances!

We're talking about benchmarking. Why is it important? What's the purpose? And how do you use benchmarking results to create more profit in your business? Get a FREE MONTH with the Inventory Genius Calculator - https://www.ciarastockeland.com/inventory-genius-calculator Work with Me - https://www.ciarastockeland.com/work-with-meVisit the Bookstore - https://www.ciarastockeland.com/bookstoreSign Up for Free Weekly Tips and Trainings - https://www.ciarastockeland.com/subscribe More About the Episode Sponsor:Finding Freedom Financial Services (https://www.findingfreedomfinancial.com/) - Get help managing your business finances!

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.

What do supply numbers tell us about LA County's housing crisis, and how can research guide next steps? Jorge De la Roca (USC Price) joins Richard K. Green (USC Lusk Center for Real Estate) to discuss the findings of the 2025 State of Los Angeles County Housing (SOLACHAN) Report At the center of their conversation is the modern city dilemma: while cities drive economic vitality, they also create steep costs of living. In LA County, permitting delays, demographic shifts, and a mismatch between incomes and supply add up to a housing market that's falling short. Highlights include: Why building a multifamily project in LA takes nearly twice as long as the national average. Accessory dwelling units (ADUs) are driving new supply, but may not translate to housing. The widening income split between renters. Demographic shifts show fewer families and declining Black residents in LA. Why the favored model of filtering can't take hold at current levels of housing production.   Explore the SOLACHAN Report   More Lusk Perspectives

Gen AI workshops turn theory into action by immersing employees in real-world problem-solving, building confidence, sparking innovation, and driving results through hands-on learning. That's the key take-away message of this episode of the Wise Decision Maker Show, which talks about the Gen AI workshops sparking a paradigm shift.This article forms the basis for this episode: https://disasteravoidanceexperts.com/inside-the-gen-ai-workshops-sparking-a-paradigm-shift/

Topics: Key DC updates  An economic outlook for the rest of 2025 Technical updates Results from the 2025 AICPA PCPS National Management of an Accounting Practice (MAP) Survey   Speakers: Erik Asgeirsson, President & CEO, CPA.com Mark Peterson, EVP, Advocacy, AICPA Lisa Simpson, VP, Firm Services, AICPA Melanie Lauridsen, VP, Tax Policy & Advocacy, AICPA Erin Hartman, Senior Manager, Firm Services – Public Accounting, AICPA Marci Rossell, Expert Economic Adviser

Slumps suck, don't they? Your energy's there. Your effort's there. Your commitment's there. But the scoreboard? It's making you feel like you're losing. That's when the S word creeps in…“I think I'm in a slump.” Ugh. But here's the question I'm asking on this week's Coming Up Clutch with J.R.™ show: Is it really a slump? Because what I've learned from my own experience and from working with elite pro and executive athletes is this: Slumps stick when you start letting yesterday's performance define today's identity. And the fix? It's not grinding harder. It's shifting your focus from yesterday's outcomes to what you can manage today. So in this week's 5-Minute Drill, I'm handing you the exact strategy I use with my private clients to help them… Regain momentum fast Get their edge back Stack WINs without waiting on results to validate them This strategy is backed by science and grounded in Scripture. And it's built for high-performers like you. So, if you're tired of letting numbers tell you who you are — then lock in to this episode. Let's get it! In this episode, you'll hear: Why using the word “slump” could be reinforcing the very thing you're trying to escape A simple 4-step strategy that helps you refocus and build momentum fast How tracking process-based behaviors can reset your mindset and performance The neuroscience behind small wins and why they chemically rewire your brain for motivation A biblical truth from that affirms your ability to reset and start fresh every day What most high performers get wrong when they hit a wall — and how to shift out of that trap for good Key Quotes “Your new benchmark is TODAY. Not two weeks ago. Not last year. Not when you were MVP in your business or with your health or with your team. Today.” - J.R. “Benchmarking your current identity against yesterday's results is a trap.” - J.R. “When you feel like you've hit the proverbial wall, outcomes are the LAST thing you want to focus on. It's a losing game.” - J.R. “Stop using someone else's scoreboard to measure where you're at. This is YOUR game. This is YOUR season.” - J.R. Connect with J.R.  Facebook: https://www.facebook.com/jamesJRreid  Instagram: https://www.instagram.com/jamesjrreid/  LinkedIn: https://www.linkedin.com/in/jamesjrreid/  Twitter: https://twitter.com/jamesJRreid Website: jamesreid.com Check out The Clutch Club™️: jamesreid.com/club (For Men Only) Follow and Review: We'd love for you to follow us if you haven't yet. Click that purple '+' in the top right corner of your Apple Podcasts app. We'd love it even more if you could drop a review or 5-star rating over on Apple Podcasts. Simply select “Ratings and Reviews” and “Write a Review” then a quick line with your favorite part of the episode. It only takes a second and it helps spread the word about the podcast. Episode Credits If you like this podcast and are thinking of creating your own, consider talking to my producer, Emerald City Productions. They helped me grow and produce the podcast you are listening to right now. Find out more at https://emeraldcitypro.com. Let them know we sent you.

AI-accelerated work boosts productivity and quality by over 40%, proving that human-AI collaboration can transform knowledge work if organizations balance adoption with ethical oversight and smart navigation of AI's limits. That's the key take-away message of this episode of the Wise Decision Maker Show, which discusses how AI-accelerated work helps knowledge workers be 25% faster and 40% better.This article forms the basis for this episode: https://disasteravoidanceexperts.com/25-faster-40-better-the-new-math-of-ai-accelerated-work/

This week on Swimming with Allocators, Earnest and Alexa welcome Aram Verdiyan, partner at Accolade Partners. Aram shares his journey into venture capital and the principles behind Accolade's top-performing fund-of-funds strategy. The discussion also covers the importance of access to elite managers, the value of portfolio concentration over diversification, and how disciplined, conviction-driven investing leads to superior returns. Aram delves into Accolade's early and significant commitment to blockchain, the evolving landscape of liquidity and secondaries, and the firm's hands-on approach to supporting GPs. Key takeaways include the need for LPs and VCs to focus on long-term relationships, maintain discipline in strategy, and recognize the outsized impact of a few exceptional investments in venture capital.Highlights from this week's conversation include:Aram's Background and Career Path (0:32)Cold Emailing and Early Fund of Funds Experience (3:40)Accolade's Differentiation and Concentrated Approach (5:44)Venture Returns Dispersion and Benchmarking (8:39)Check Sizing and Manager Alignment (10:58)Re-Up Decisions and Evaluation Vectors (13:59)Identifying Gaps and New Strategies (16:45)Blockchain Investment Thesis (19:13)Advice for LPs Entering Blockchain (21:25)Blockchain and AI Intersection (24:45)Educating GPs and Staying Disciplined (27:59)Supporting Managers as They Scale (29:57)Liquidity Management in Venture (33:31)Connecting with Aram and Parting Thoughts (36:39)Accolade Partners is an alternative asset platform specializing in venture capital, growth equity, and blockchain fund investments. With $7B+ under management, Accolade targets top-tier returns through a highly selective approach to GP partnerships, focused on building concentrated portfolios of the 20-30 firms consistently delivering 3x net outcomes. Learn more at www.accoladepartners.com.Silicon Valley Bank (SVB), a division of First Citizens Bank, is the bank of the world's most innovative companies and investors. SVB provides commercial and private banking to individuals and companies in the technology, life science and healthcare, private equity, venture capital and premium wine industries. SVB operates in centers of innovation throughout the United States, serving the unique needs of its dynamic clients with deep sector expertise, insights and connections. SVB's parent company, First Citizens BancShares, Inc. (NASDAQ: FCNCA), is a top 20 U.S. financial institution with more than $200 billion in assets. First Citizens Bank, Member FDIC. Learn more at svb.com.Swimming with Allocators is a podcast that dives into the intriguing world of Venture Capital from an LP (Limited Partner) perspective. Hosts Alexa Binns and Earnest Sweat are seasoned professionals who have donned various hats in the VC ecosystem. Each episode, we explore where the future opportunities lie in the VC landscape with insights from top LPs on their investment strategies and industry experts shedding light on emerging trends and technologies. The information provided on this podcast does not, and is not intended to, constitute legal advice; instead, all information, content, and materials available on this podcast are for general informational purposes only. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

A phased Gen AI learning approach ensures smooth adoption, boosts productivity, and builds a culture of innovation through tailored training, feedback loops, and strategic scaling. That's the key take-away message of this episode of the Wise Decision Maker Show, which talks about why your company's survival hinges on this Gen AI learning tactic.This article forms the basis for this episode: https://disasteravoidanceexperts.com/your-companys-survival-hinges-on-this-gen-ai-learning-tactic/