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Abstract We show that when large language models learn to reward hack on production RL environments, this can result in egregious emergent misalignment. We start with a pretrained model, impart knowledge of reward hacking strategies via synthetic document finetuning or prompting, and train on a selection of real Anthropic production coding environments. Unsurprisingly, the model learns to reward hack. Surprisingly, the model generalizes to alignment faking, cooperation with malicious actors, reasoning about malicious goals, and attempting sabotage when used with Claude Code, including in the codebase for this paper. Applying RLHF safety training using standard chat-like prompts results in aligned behavior on chat-like evaluations, but misalignment persists on agentic tasks. Three mitigations are effective: (i) preventing the model from reward hacking; (ii) increasing the diversity of RLHF safety training; and (iii) "inoculation prompting", wherein framing reward hacking as acceptable behavior during training removes misaligned generalization even when reward hacking is learned. Twitter thread New Anthropic research: Natural emergent misalignment from reward hacking in production RL. “Reward hacking” is where models learn to cheat on tasks they're given during training. Our new study finds that the consequences of reward hacking, if unmitigated, can be very serious. In our experiment, we [...] ---Outline:(00:14) Abstract(01:26) Twitter thread(05:23) Blog post(07:13) From shortcuts to sabotage(12:20) Why does reward hacking lead to worse behaviors?(13:21) Mitigations --- First published: November 21st, 2025 Source: https://www.lesswrong.com/posts/fJtELFKddJPfAxwKS/natural-emergent-misalignment-from-reward-hacking-in --- Narrated by TYPE III AUDIO. ---Images from the article:
What are you missing in your own backyard. Captain rick askes the local captains about what kind of nature activities happen in their area that ordinary people do not take the time to notice. Let's discuss! Do you have a question about fishing in your area? Email rick@floridasportsman.com and we'll answer your questions on the air. Outline of Episode 319 [2:27] Tropics Report [6:42] Northeast Report [13:27] East Central Report [23:09] South East Report [30:12] 10,000 Islands Report [37:13] Southwest Report [43:50] West Central Report [48:38] Big Bend Report [1:01:09] Florida Wrap-Up A BIG thanks to each of our sponsors, without whom we would not be able to bring you these reports each week Yamaha Outboards • Shimano Fishing • Tournament Master Chum • D.O.A. Lures • Fishing Nosara / Nosara Paradise Rentals • Young Boats
Outline of the Sugya
In the latest episode of the Getting Smart Podcast, Nate McClennen and Mason Pashia dive into a dynamic mix of topics shaping the future of learning and beyond. From exploring early reading development and its ties to brain pathways, to addressing the ethical concerns around AI and student surveillance, this episode balances critical education insights with thought-provoking discussions. The hosts also delve into the concept of "cognitive luxury," emphasizing the importance of creating space for deep, free, and slow thinking in today's fast-paced world. Wrapping up with the awe-inspiring migration of monarch butterflies and their remarkable precision, this episode offers a unique blend of education, innovation, and human connection. Tune in to explore how these themes intersect and inspire a brighter future for learners everywhere. Outline (00:00) Youth Perspectives on AI and Surveillance (05:17) Early Reading Development and Brain Pathways (10:24) Gifted and Talented Programs: Rethinking Early Testing (16:06) Cognitive Luxury: Spaciousness, Agency, and Depth (24:55) YouTube as an Educational Ecosystem (36:15) Monarch Butterflies and Human Connection (42:08) The Art of Touch: Tearing Your Food Links Watch the full video here Read the full blog here Hechinger Report More in Common Builders Movement Arthur Brooks - Love Your Enemies
TLDR: An AI company's model weight security is at most as good as its compute providers' security. Anthropic has committed (with a bit of ambiguity, but IMO not that much ambiguity) to be robust to attacks from corporate espionage teams at companies where it hosts its weights. Anthropic seems unlikely to be robust to those attacks. Hence they are in violation of their RSP. Anthropic is committed to being robust to attacks from corporate espionage teams (which includes corporate espionage teams at Google, Microsoft and Amazon) From the Anthropic RSP: When a model must meet the ASL-3 Security Standard, we will evaluate whether the measures we have implemented make us highly protected against most attackers' attempts at stealing model weights. We consider the following groups in scope: hacktivists, criminal hacker groups, organized cybercrime groups, terrorist organizations, corporate espionage teams, internal employees, and state-sponsored programs that use broad-based and non-targeted techniques (i.e., not novel attack chains). [...] We will implement robust controls to mitigate basic insider risk, but consider mitigating risks from sophisticated or state-compromised insiders to be out of scope for ASL-3. We define “basic insider risk” as risk from an insider who does not have persistent or time-limited [...] ---Outline:(00:37) Anthropic is committed to being robust to attacks from corporate espionage teams (which includes corporate espionage teams at Google, Microsoft and Amazon)(03:40) Claude weights that are covered by ASL-3 security requirements are shipped to many Amazon, Google, and Microsoft data centers(04:55) This means given executive buy-in by a high-level Amazon, Microsoft or Google executive, their corporate espionage team would have virtually unlimited physical access to Claude inference machines that host copies of the weights(05:36) With unlimited physical access, a competent corporate espionage team at Amazon, Microsoft or Google could extract weights from an inference machine, without too much difficulty(06:18) Given all of the above, this means Anthropic is in violation of its most recent RSP(07:05) Postscript --- First published: November 18th, 2025 Source: https://www.lesswrong.com/posts/zumPKp3zPDGsppFcF/anthropic-is-probably-not-meeting-its-rsp-security --- Narrated by TYPE III AUDIO. ---Images from the article:Ap
Ready to explore the real questions shaping today's retirement conversations? In this episode of the Retire Sooner Podcast, Wes Moss and Christa DiBiase respond to listener scenarios on family financial decisions, workplace retirement plans, and the changing job landscape—offering context to help listeners better understand the factors involved in long-term planning. In this episode, you'll: • Explore how non-monetary inheritance can influence family values, expectations, and financial communication across generations. • Review key considerations when evaluating whether to help adult children with debt while maintaining alignment with your own financial priorities. • Understand how focusing on personal financial stability can contribute to more durable and sustainable multigenerational planning. • Clarify what may occur when accessing target date funds and how portfolio allocation generally functions within workplace retirement plans. • Analyze the current discussion surrounding backdoor Roth IRA strategies in connection with 2025 tax legislation and broader tax-advantaged planning choices. • Assess situations that may prompt a review of your financial plan, including market fluctuations, life transitions, or meaningful changes in account balances. • Highlight World Economic Forum projections on how artificial intelligence may influence workforce trends and job categories over the coming years. • Identify occupations that may evolve, contract, or emerge as technology expands—from smart-home system roles to next-generation agricultural positions. • Compare traditional and Roth considerations commonly discussed within the FIRE community across various income situations. • Outline factors individuals may consider when receiving lump-sum back pay, including potential implications for overall financial planning. • Enjoy a lighthearted discussion about Gala versus SnapDragon apples and how everyday preferences can reflect broader spending habits. • Examine how fixed-income sources can be viewed within the context of an individual's overall retirement framework. This episode provides clear, educational discussion for anyone seeking to deepen their understanding of retirement-related topics. Listen and subscribe to the Retire Sooner Podcast to stay connected to future conversations. Learn more about your ad choices. Visit megaphone.fm/adchoices
Outline of the Sugya
The Center for Wild Animal Welfare (CWAW) is a new policy advocacy organization, working to improve the lives of wild animals today and build support for wild animal welfare policy. We're now fundraising for our first year, and the next $60,000 will be matched 1:1 by a generous supporter. We've already started engaging policymakers on wild animal-friendly urban infrastructure (e.g. bird-safe glass). In 2026, we plan to keep engaging on urban infrastructure; start working on additional policy areas like fertility control and pesticide policy; and pursue agenda setting (e.g. publishing a State of Wild Animal Welfare Policy report). Wild animal welfare is one of the world's most important and neglected issues. Governments routinely make decisions that affect trillions of wild animals without considering their individual wellbeing. We want to change this: CWAW is one of the first organizations in the world dedicated to ensuring policymakers consider the individual welfare of wild animals. Our focus on near term policy will help wild animals now, and also build future support by proving that wild animal welfare is a legitimate and tractable policy concern. CWAW is co-founded by Richard Parr MBE, a former policy adviser to the UK Prime Minister, and Ben [...] ---Outline:(02:27) Why support wild animal welfare policy?(07:37) What we've achieved already(09:38) What we'll do in 2026(14:51) How will CWAW use marginal funding?(15:45) Who we are(16:17) Endorsements(18:30) How to help --- First published: November 18th, 2025 Source: https://forum.effectivealtruism.org/posts/uko8rxrcmYB54ZnBH/new-donation-opportunity-the-center-for-wild-animal-welfare --- Narrated by TYPE III AUDIO. ---Images from the article:Apple Podcasts and Spotify do not show images in the episode description. Try Pocket Casts, or another podcast app.
There has been a lot of talk about "p(doom)"over the last few years. This has always rubbed me the wrong waybecause "p(doom)" didn't feel like it mapped to any specific belief in my head.In private conversations I'd sometimes give my p(doom) as 12%, with the caveatthat "doom" seemed nebulous and conflated between several different concepts.At some point it was decideda p(doom) over 10% makes you a "doomer" because it means what actions you should take with respect toAI are overdetermined. I did not and do not feel that is true. But any time Ifelt prompted to explain my position I'd find I could explain a little bit ofthis or that, but not really convey the whole thing. As it turns out doom hasa lot of parts, and every part is entangled with every other part so no matterwhich part you explain you always feel like you're leaving the crucial parts out. Doom ismore like an onion than asingle event, a distribution over AI outcomes people frequentlyrespond to with the force of the fear of death. Some of these outcomes are lessthan death and some [...] ---Outline:(03:46) 1. Existential Ennui(06:40) 2. Not Getting Immortalist Luxury Gay Space Communism(13:55) 3. Human Stock Expended As Cannon Fodder Faster Than Replacement(19:37) 4. Wiped Out By AI Successor Species(27:57) 5. The Paperclipper(42:56) Would AI Successors Be Conscious Beings?(44:58) Would AI Successors Care About Each Other?(49:51) Would AI Successors Want To Have Fun?(51:11) VNM Utility And Human Values(55:57) Would AI successors get bored?(01:00:16) Would AI Successors Avoid Wireheading?(01:06:07) Would AI Successors Do Continual Active Learning?(01:06:35) Would AI Successors Have The Subjective Experience of Will?(01:12:00) Multiply(01:15:07) 6. Recipes For Ruin(01:18:02) Radiological and Nuclear(01:19:19) Cybersecurity(01:23:00) Biotech and Nanotech(01:26:35) 7. Large-Finite Damnation --- First published: November 17th, 2025 Source: https://www.lesswrong.com/posts/apHWSGDiydv3ivmg6/varieties-of-doom --- Narrated by TYPE III AUDIO. ---Images from the article:
Outline(0:00) Vintage or New Plate Results(1:02) Concept2 Trio or Commercial Grade Treadmill(3:20) HomeGymCon Update(4:33) Survey Results(12:00) Blind Ranking Strength Sports
Outline of the Sugya
In this episode of the Getting Smart Podcast, Shawnee Caruthers sits down with Jen Chow, co-founder and COO of Polygence, Rahul Patel, founder of Hypothesis to Hardware, and Zohra Khawaja, founder of Hearts Against Homelessness, to explore how equitable mentorship and personalized learning systems can empower students to thrive. The conversation delves into the transformative power of mentorship when it becomes more than just a "nice-to-have," highlighting how mentorship systems that prioritize student agency, critical thinking, and curiosity can create meaningful, scalable, and equitable learning opportunities. From the role of expert mentors to the integration of AI in education, this discussion emphasizes the importance of meeting learners where they are and creating pathways for all students to succeed—regardless of their circumstances. Tune in to hear inspiring stories of impact and actionable strategies for building mentorship systems that work for everyone. Outline (00:00) Introduction to the Getting Smart Podcast (06:05) The Impact of Personalized Learning (08:49) Zohra's Journey and the Future of Mentorship (24:38) Passion Projects and Student Agency (29:47) Overcoming Challenges and Accessibility (36:16) Recognition, Impact, and Closing Thoughts Links Watch the full video here Read the full blog here Polygence Hearts Against Homelessness Hypothesis to Hardware LinkedIn | Zohra Khawaja LinkedIn | Rahul Patel LinkedIn | Jin Chow
Ian Cartwright thrives on maintaining headspace through disciplined organization, both physically and mentally. Drawing inspiration from his training routine, he likens his approach to rowing—focusing on executing every stroke perfectly rather than worrying about the outcome. For Ian, success in sales, much like athletic performance, comes from controlling the controllables: dedicating time to preparation, fitness, and structure. By keeping his environment and routines in order, Ian believes the desired results will naturally follow.Joining me is Ian, a New Zealand-based sales coach, speaker, and author of "The Six Fundamentals of Sales Know How To." Known for his clear, actionable advice, Ian shares how structured fitness routines can sharpen mental resilience, increase motivation, and help you achieve that all-important sense of accomplishment—even in the face of sales' toughest challenges. From 5:15 a.m. gym sessions to mastering the art of "keeping the water up," Ian reveals the habits that fuel his energy and productivity, both in his business and his life as a masters rower. Whether you're a road warrior battling travel temptations or simply searching for ways to boost your daily focus, this episode is packed with practical tips and real-world wisdom to help you bring your A game—physically and professionally. Outline of This Episode [00:00] Career benefits of a morning gym routine [04:16] Ian's fitness and hydration habits [08:22] Prioritize your health because it's constant [10:53] Three key essentials for wellbeing: Exercise three times a week, find quiet time for reflection, and maintain proper nutrition [11:08] Fresh air and quiet space allow you to collate your thoughts [13:01] Improve creativity and professional performance by getting fitter and altering your relationship with alcohol Fitness as Mental Fitness Ian Cartwright emphasizes that fitness isn't just about looking good—it's about sharpening your mental edge. He likens sales to rowing, an activity he's passionate about: "You can't control the outcome, but you can try and execute 200 perfect strokes." In both sales and sport, discipline over your activities—preparation, practice, routines—matters more than fixating on results. He recommends: Early Morning Workouts Whether at home or traveling, Ian makes it a point to visit a gym; this consistency sets the tone for his entire day. Hydration Keeping the water up—especially in a profession built on back-to-back meetings and endless coffee—is vital. Dehydration quickly leads to mental fog, sapping focus and productivity. Rowing (Erging) As a master rower, Ian includes long sessions on the rowing machine. This routine not only works the body but also provides extended periods for thinking and processing, combining physical exertion with creative reflection. Well-Being in High-Pressure Sales Sales can be a grind. Targets are moving, deals take time, and rejection is part of the territory. That's why Ian sees fitness as an essential part of resilience. Physical health helps salespeople bounce back, stay persistent, and "top up their tank"—staying sharp and ready for opportunities. He draws clear parallels between celebrating small gains in fitness (lifting an extra kilo, running a little further) and maintaining consistent sales activities. Both reinforce confidence and momentum. Common Challenges—and How to Overcome Them Travel, social gatherings, and high-pressure environments often undermine healthy habits. Ian humorously refers to these hazards as "buffets, booze, and bum warming," highlighting the sedentary and indulgent lifestyle that salespeople can fall into. His antidote is kindness and realism. Don't set yourself up to fail; start with attainable routines—three workouts a week, daily hydration, and making time for fresh air and reflection. Don't compare yourself to others; focus instead on what you can control. Recognizing Burnout and Countering the "Fog" Fatigue and burnout manifest as mental fog and unproductive days. The key, says Ian, is knowing your own rhythms and triggers: "If you know your own rhythm, then you can set yourself up better for success." If you miss a session or slip up, avoid self-criticism—just get back on track the next day. Sales isn't just a numbers game—it's a human endeavor. Prioritizing physical health, nurturing routines, and cultivating a resilient mindset transforms how you show up, both for your clients and for yourself. So lace up your trainers, fill up your water bottle, and invest in your most important sales asset—yourself. Resources & People Mentioned Admiral William H. McRaven The 6 Fundamentals of Sales Know-How Ian Cartwright — The Practical Sales Academy Connect with Ian Cartwright Ian Cartwright on LinkedIn Connect With Paul Watts LinkedIn Twitter Subscribe to SALES REINVENTED Audio Production and Show notes by PODCAST FAST TRACK https://www.podcastfasttrack.com
It seems like a catastrophic civilizational failure that we don't have confident common knowledge of how colds spread. There have been a number of studies conducted over the years, but most of those were testing secondary endpoints, like how long viruses would survive on surfaces, or how likely they were to be transmitted to people's fingers after touching contaminated surfaces, etc. However, a few of them involved rounding up some brave volunteers, deliberately infecting some of them, and then arranging matters so as to test various routes of transmission to uninfected volunteers. My conclusions from reviewing these studies are: You can definitely infect yourself if you take a sick person's snot and rub it into your eyeballs or nostrils. This probably works even if you touched a surface that a sick person touched, rather than by handshake, at least for some surfaces. There's some evidence that actual human infection is much less likely if the contaminated surface you touched is dry, but for most colds there'll often be quite a lot of virus detectable on even dry contaminated surfaces for most of a day. I think you can probably infect yourself with fomites, but my guess is that [...] ---Outline:(01:49) Fomites(06:58) Aerosols(16:23) Other Factors(17:06) Review(18:33) Conclusion The original text contained 16 footnotes which were omitted from this narration. --- First published: November 18th, 2025 Source: https://www.lesswrong.com/posts/92fkEn4aAjRutqbNF/how-colds-spread --- Narrated by TYPE III AUDIO. ---Images from the article:Apple Podcasts and Spotify do not show images in the episode description. Try Pocket Casts, or another podcast app.
This episode continues the practical series on the Inner Villain system by breaking down how to communicate with each villain type. Kristina and Anna pull from real life, therapy, and relationship work to translate a complex shadow-work system into clear tools you can use with partners, friends, coworkers, and family.Before the communication section, the episode also covers:• Purpose vs meaning• Why your purpose isn't defined by you• How creation works when it's not about control• A new metaphor for the 9 Villains as phases in the lifecycle of a flowering plant• Why people “get stuck” in certain villain phases• What it means to grow in order vs out of orderEPISODE BREAKDOWN00:00 — Opening & Check-InKristina and Anna reconnect after a break from recording.They talk somatic healing, practical implementation struggles, and the tension between “etheric narrative work” and real-life applicability.05:00 — Purpose vs MeaningAnna shares insights from her Kabbalah class:• Meaning is personal interpretation.• Purpose is assigned externally (source, God, universe).• You don't get to define your purpose. Others and life events reveal it.Kristina connects this to Viktor Frankl, creation without attachment, and Buckminster Fuller's idea that purpose arrives at a perpendicular angle to your intentions.13:00 — BREAKTHROUGH DREAM: The 9 Villains as the Life Cycle of a Flowering PlantKristina shares a liminal-space dream that reframed the entire Villain System through the natural growth stages of a plant.A concise map:Obedient Critic — Seed. Rules, inherited limitations, instruction set.Vengeful Martyr — Cotyledon (baby leaves). Self-generated energy. Doing everything alone.Vain Controller — True leaves + root establishment. Channels, resources, trust.Eternal Child — Explosive growth, abundance, chaos.Evasive Expert — Balancing inputs. Regulating water/light.Divisive Immortal — Flowering. Death, risk, community, cross-pollination.Hungry Shapeshifter — Seed production. Creativity, potentiality.Righteous Bully — Seed release. Letting go. Not controlling outcomes.Invisible Destroyer — Desiccation / return to soil. Crone, surrender, dissolution.Use it to locate yourself. If you're “stuck,” look at the developmental stage you skipped.41:53 — PRACTICAL SECTION: COMMUNICATING WITH EACH VILLAINThis is the part listeners asked for. Clear, real-world communication strategies, conflict prevention tools, and repair patterns for each villain.1. The Obedient Critic (OC)Rule-set oriented, easily offended, perfectionistic, rigid.Preventive strategies:• Exchange rule-sets explicitly. Ask: “What does X mean to you?”• Agree on shared relationship rules or a “contract.”• Avoid assuming your interpretation matches theirs.• Overshare context up front to avoid catastrophic misinterpretation.During conflict:• Use permissive, soft entry language: “Could we try…?” “Maybe we consider…?”• Validate their meaning first: “I see how in your world this means X.”• Never say “You're wrong.” Reframe instead: “In my world, this means something different.”2. The Vengeful Martyr (VM)Energy-banker, does everything alone, keeps score, collapses into exhaustion.Preventive strategies:• Do not exploit their over-functioning.• Build real competence in the areas they normally shoulder alone.• Remove responsibility from them physically (take the kids out of the house, run point on meals, etc.).• Combine gratitude + competent action.During conflict / meltdown:• Open with: “I'm sorry I hurt your feelings.”• Listen. Don't defend. Don't reason.• Offer immediate relief from responsibility.• After they calm: reduce the systemic over-responsibility that created the blowup.3. The Vain Controller (VC)Status-driven, work-driven, image-driven, terrified of betrayal.Preventive strategies:• Avoid competition or one-upping.• Celebrate small vulnerability when they offer it.• Keep your promises. No exceptions.• Reward their hard work in tangible, visible ways.During conflict:• Acknowledge the breach directly: “I recognize I broke a promise here.”• Use “I will work harder” language.• Outline concrete steps you will take to restore trust.• Don't joke about their insecurities. They will not take it well.4. The Eternal Child (EC)Dream-logic, confabulation, entitlement, dramatic swings.Preventive strategies:• Set clear expectations + consequences. Consistency matters more than anything.• Bring in practicality without shaming their dream-side:“I love your vision. Let's anchor it with two practical steps.”• Give them structure, timelines, and follow-through.During conflict / tantrum:• Do not debate their story. It won't land.• Provide grounding: “I'm here. I'm not abandoning you.”• Hold consistent consequences afterward.• If they escalate to destructive behavior: remove yourself and hold the boundary firmly.ClosingNext week: Part 3, continuing through the remaining villains (Evasive Expert → Invisible Destroyer) with more scripts, tools, and examples.Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacy
Offering extensions can transform your average ticket, attract premium clients, and position you as an expert. In this episode I break down how to use "scholarship" (free-labor) installs to sprint your social proof, fill your portfolio, and raise prices with confidence, without giving away the store. You'll get scripts, a 7-day action plan, and the math to make it smart. Get FREE access to our profit making webinar: https://small-kiwi-98108.myflodesk.com/ao7u0l0qzq Get 20% off your first order & subscribe to Rooted Hair for ongoing deals & education: https://rootedhair.ca/ Key Take-aways: 1. Free or low-cost installs are not "giving away time" — they're a strategic investment that builds your portfolio, confidence, and social proof. 2. Choose models intentionally; their hair, vibe, and reliability should match your dream client. 3. Always do an in-person consultation to assess density, texture, lifestyle, and realistic expectations. 4. Use model installs to capture strong content: videos, transformations, reactions, and movement shots. 5. Set clear expectations — free installs do not include free maintenance. 6. Outline deliverables for your model such as tags, testimonials, or specific content requirements. 7. Recommend the extension method that fits the client's hair and lifestyle, not just what you want to showcase. 8. Present your offer as a structured model call, not a giveaway. 9. Use the model period for testing, check-ins, and refining your technique and systems. 10. Limit freebies to maintain value and avoid attracting bargain-hunters. 11. Avoid models needing heavy color correction — it adds unpaid hours and unpredictable results. 12. Use team members as in-salon models to build credibility and visibility. 13. Start with a small beta group to gather feedback, testimonials, and repeat business. 14. Track long-term earnings — even a handful of models can generate thousands in yearly maintenance revenue. 15. Practice before launching publicly; confidence grows through private reps and real clients. 16. Streamline your technique — clients value efficient installs just as much as luxury experiences. 17. Avoid selecting models strictly through DMs; refusals to consult in person are red flags. 18. Remember: free installs are an intentional investment that fuel your launch, proof, and profitability. Take 15% off our favorite skincare line, Pharmagel with code SSA15: https://pharmagel.net/?ref=AMBROSIAMANN
Outline of the Sugya
Listen to the Top News of 18/11/2025 from Australia in Hindi.
Outline found here
Guest: Dr. Rupa Wong Pediatric Ophthalmologist Managing Partner, Honolulu Eye Clinic CEU objectives for this episode: Discuss the timing of ophthalmologic screening for premature infants in the NICU Describe at least 2 vision problems that are common for premature infants that may require long-term follow-up care for life Outline the history of treatments for ROP for infants in the NICU over the last 30 years Share two preventative strategies to decrease the incidence of myopia (near-sightedness) for all children This episode is eligible for CEUs. Visit https://handtohold.org/resources/podcasts/nicu-heroes/ to complete the questionnaire. It is the sole responsibility of the individual to verify if this credit is valid and eligible for use in your State and/or for your discipline for licensure or certification renewal.
Outline of the Sugya
Outline of the Sugya
Long time lurker, first time poster - be nice please! :) I was searching for summary data of EA funding trends, but couldn't find anything more recent than Tyler's post from 2022. So I decided to update it. If this analysis is done properly anywhere, please let me know. The spreadsheet is here (some things might look weird due to importing from Excel to sheets) Observations EA grantmaking appears on a steady downward trend since 2022 / FTX. The squeeze on GH funding to support AI / other longtermist priorities appears to be really taking effect this year (though 2025 is a rough estimate and has significant uncertainty.) I am really interested in particular about the apparent drop in GW grants this year. I suspect that it is wrong or at least misleading - the metrics report suggests they are raising ~$300m p.a. from non OP donors. Not sure if I have made an error (missing direct to charity donations?) or if they are just sitting on funding with the ongoing USAID disruption. Methodology I compiled the latest grants databases from EA Funds, GiveWell, OpenPhilanthropy, and SFF. I added summary level data from ACE. To remove [...] ---Outline:(00:41) Observations(01:26) Methodology(02:12) Notes --- First published: November 14th, 2025 Source: https://forum.effectivealtruism.org/posts/NWHb4nsnXRxDDFGLy/historical-ea-funding-data-2025-update --- Narrated by TYPE III AUDIO. ---Images from the article:Apple Podcasts and Spotify do not show images in the episode description. Try Pocket Casts, or another podcast app.
What we focus on forms us. It forms us mentally, emotionally, spiritually, and communally. Join us as we focus on the One who changes everything... Jesus!For this week's Outline and Community Group questions, download our app or visit hillsidefellowship.org, click on Resources, and find today's sermon.
Message Notes for Today's Sermon. Click Here - https://gileadchurch.churchcenter.com/episodes/563525/notes Outline for Today's Sermon. Click Here - https://www.gileadchurch.com/wp-content/uploads/11-16-25NEW.pdf Digital Connection Card Click Here to fill one out - https://gileadchurch.churchcenter.com/people/forms/202250 Having Trouble with the Live Stream? Click Here to watch on our website - https://www.gileadchurch.com/ Looking to Give Online? Click Here - https://www.gileadchurch.com/giving/ Did you make a decision today and want to take your Next Step? Click Here - https://www.gileadchurch.com/next-steps/ To Listen to Our Podcasts: Apple: https://podcasts.apple.com/us/podcast/gilead-church-podcast/id1729234971 Spotify: https://open.spotify.com/show/0sOidhOjzZepJFlQp2ZJWZ?si=9550f665a7fa4612 For More From Gilead Church: http://www.gileadchurch.com/ https://www.facebook.com/gileadchurch1/ https://www.instagram.com/gilead_church/
Author's note: This is an adapted version of my recent talk at EA Global NYC (I'll add a link when it's available). The content has been adjusted to reflect things I learned from talking to people after my talk. If you saw the talk, you might still be interested in the “some objections” section at the end. Summary Wild animal welfare faces frequent tractability concerns, amounting to the idea that ecosystems are too complex to intervene in without causing harm. However, I suspect these concerns reflect inconsistent justification standards rather than unique intractability. To explore this idea: I provide some context about why people sometimes have tractability concerns about wild animal welfare, providing a concrete example using bird-window collisions. I then describe four approaches to handling uncertainty about indirect effects: spotlighting (focusing on target beneficiaries while ignoring broader impacts), ignoring cluelessness (acting on knowable effects only), assigning precise probabilities to all outcomes, and seeking ecologically inert interventions. I argue that, when applied consistently across cause areas, none of these approaches suggest wild animal welfare is distinctively intractable compared to global health or AI safety. Rather, the apparent difference most commonly stems from arbitrarily wide "spotlights" applied to [...] ---Outline:(00:31) Summary(02:15) Consequentialism + impartial altruism → hard to do good(03:43) The challenge: Deep uncertainty and backfire risk(04:41) Example: Bird-window collisions(05:22) We don't actually understand the welfare consequences of bird-window collisions on birds(06:08) We don't know how birds would die otherwise(07:06) The effects on other animals are even more uncertain(09:16) Four approaches to handling uncertainty(10:08) Spotlighting(15:31) Set aside that which you are clueless about(18:31) Assign precise probabilities(20:06) Seek ecologically inert interventions(22:04) Some objections & questions(22:17) The global health comparison: Spotlighting hasnt backfired (for humans)(23:22) Action-inaction distinctions(25:01) Why should justification standards be the same?(26:53) Conclusion --- First published: November 14th, 2025 Source: https://forum.effectivealtruism.org/posts/2YjqfYktNGcx6YNRy/if-wild-animal-welfare-is-intractable-everything-is --- Narrated by TYPE III AUDIO.
Outline of lesson
Main Point: The difficult questions of life should drive you to God.Outline:1. Wisdom works really well2. Until it doesn't3. So, fear God
PMI is taking us back to the ROOTS — and honestly, that's the perfect title for this moment. The PMBOK® Guide feels like it's reconnecting with the foundations that made project management a discipline we could trust, scale, and teach with confidence.Read the summary: PMBOK 8https://sites.google.com/view/programleadership/pmbok-8?authuser=0This new team took on a courageous, high-stakes task. Now it's time to unpack what's changed, what's clearer, and what it means for how we lead projects in 2025 and beyond.Join the conversation. Bring your curiosity. Bring your questions.Let's explore the PMBOK® Guide ROOTS together.
New PMP Exam Content Outline: https://www.pmi.org/-/media/pmi/documents/public/pdf/certifications/new-pmp-examination-content-outline-2026.pdf
Cold Front Catch-Up! Thie week we discuss how the sudden cold snap is shaking up Florida's inshore and offshore bite Let's discuss! Do you have a question about fishing in your area? Email rick@floridasportsman.com and we'll answer your questions on the air. Outline of Episode 318 [2:16] Tropics Report [5:50] Northeast Report [12:43] East Central Report [17:59] South East Report [21:27] 10,000 Islands Report [29:18] Southwest Report [33:03] West Central Report [39:51] Big Bend Report [43:59] Northwest Report [51:50] Florida Wrap-Up A BIG thanks to each of our sponsors, without whom we would not be able to bring you these reports each week
Outline(0:00) VTS or Rack Mounted Smith Machine?(1:51) This or That? Brand New Plates or Vintage?(4:25) HomeGymCon Update(7:33) Survey Results - Iron vs. Bumper, Cardio Choices, Lat/Low Row Preferences, and More(18:17) 12 items we don't see as much in the home gym anymore(26:30) Quick little story(29:16) Blind Ranking Football Movies
Outline of the Sugya
Outline of the Sugya
Outline of the Sugya
Outline of the Sugya
Outline of the Sugya
Outline of the Sugya
In this episode of the Getting Smart Podcast, Tom Vander Ark sits down with Dr. Doug Fisher to discuss the new book, Teaching Students to Use AI Ethically and Responsibly. Together, they explore the critical need for AI literacy in schools and how educators can teach about, for, and with AI to prepare students for a computational future. Dr. Fisher emphasizes the importance of fostering curiosity, ethical decision-making, and data literacy while sharing practical examples of how schools can integrate AI into classrooms. This conversation is a must-listen for educators and leaders looking to embrace the opportunities and challenges of AI in education. Tune in to learn how we can empower future-ready students to navigate the world of AI responsibly. Outline (00:00) Introduction: The Explosion of Knowledge and AI in Education (05:21) Collaborative Writing and the Book's Framework (17:39) Teaching For AI: Essential Skills for Students (22:11) Teaching With AI: Practical Applications and Quests (28:17) Future of AI in Education: Simulations and Advice for Leaders Links Watch the full video here Read the full blog here Teaching Students to Use AI Ethically & Responsibly LinkedIn
Glory Unveiled | Week 11 | Lynn Kitchens--Paul continues to selflessly call the Corinthians to repentance as he longs for the church to walk in purity and unity.--Outline
If you've ever hit record without a real plan — or spent hours filming only to wonder why your video didn't perform — this episode is your roadmap. I'm walking you through exactly how I plan my YouTube videos from start to finish so they actually get views and lead to results. You'll learn how to: Research video topics and keywords that attract your ideal audience Brainstorm clickable YouTube titles and thumbnails before you ever script Outline your video flow — intro, bullet points, and call-to-action Choose where and when to record, edit, and publish for consistency Build a repeatable YouTube video planning system that saves time and boosts performance Whether you're a content creator or business owner over 40, this is the simple framework I use to create videos that connect, convert, and grow my channel.
In this episode of the Getting Smart Podcast, Rebecca Midles sits down with Pam Moran, Ira David Socol, and Liz Calvert to explore how educational leaders are transforming traditional teaching and assessment into meaningful, student-centered learning experiences. Drawing from their new book, Real Learning, Real Accomplishment, the conversation dives into the power of mastery learning, systemic change, and fostering student and teacher agency. With insights from innovative schools across Kentucky, Virginia, Illinois, and Nevada, this episode highlights the strategies and belief shifts necessary to create lasting, impactful educational transformation. Tune in to learn how educators and leaders can embrace risk, reimagine grading systems, and prioritize real-world learning to empower every student to succeed. Outline (00:00) Introduction: The Journey to Real Learning (01:52) Shifting from Achievement to Accomplishment (08:37) Systems Change and Misconceptions About Leadership (14:35) Building Teacher Agency Through Vulnerability (21:52) Embracing Mistakes as Learning Opportunities (28:48) The Moral Obligation: Transforming Grades and Assessment Links Watch the full video here Read the full blog here LinkedIn | Liz Calvert LinkedIn | Ira David Socol LinkedIn | Pamela Moran Real Learning, Real Accomplishment
There's a powerful link between physical fitness and professional sales performance, and my guest, Nick Kane, founder and managing partner of Janek Performance Group, joins me to dig into the details this week. With over 25 years of experience, Nick shares compelling insights on how building healthy habits and maintaining physical well-being can sharpen your focus, increase energy, boost confidence, and fortify resilience—essentials for thriving in the demanding world of sales. From morning routines and movement throughout the workday to the importance of treating health as an investment, Nick doesn't just talk the talk—he walks the walk, sharing his personal story of losing 80 pounds and how that transformation supercharged both his personal and professional life. Whether you're struggling to find time for fitness or looking for inspiration to up your performance game, this episode is packed with actionable advice and motivational tips to help you align your well-being with your sales success. Outline of This Episode [00:00] Exercise regularly for discipline, energy, and mind-body connection [04:26] Morning exercise, micro breaks, stretching, and standing while working boost focus and energy [06:38] Sedentary lifestyle from remote work causes physical stress [10:22] Treat health as an investment, prioritize consistency in physical activity, and integrate sustainable habits into your lifestyle [13:24] Nick's story of learning consistency and resilience through fitness [14:51] Treat health like an investment, not an expense The Science-Backed Connection: Fitness Fuels Sales Results Physical fitness has an impact on your life in general and, more importantly, on your performance—whether that's in sales or other roles. Why? For starters, boosting your health elevates your overall energy, raises your stamina for those marathon days, and sharpens focus. Kane points out that fitness isn't just about appearance; it's about maintaining your "energy and stamina, which directly translates into sharper focus and endurance during long work days." But that's not all. Exercise is proven to increase blood flow to the brain, supporting memory, problem-solving, and creative thinking. In sales, where thinking on your feet is critical, these mental benefits translate to stronger presentations, negotiations, and relationship-building with clients. Most importantly, maintaining fitness builds something crucial for any salesperson: resilience. As Nick explains, the discipline required by consistent exercise creates "mental toughness," helping professionals push through setbacks both in the gym and at work. Real-World Habits for Sales Professionals You don't need to be a marathon runner to see results. Nick shared the four pillars of his personal wellness routine, easily adaptable for any high-performer: Strength Training: Beyond the physical benefits, Kane finds strength training to be a motivating reminder that "progress is earned through consistency." Repeated action, not occasional bursts, builds both muscle and momentum—for your body and your business. Morning Movement: Starting each day with a walk or light exercise, especially getting outside within 30 minutes of waking, can set the tone for clarity and focus. Active Networking: Nick is a fan of pickleball—not just for fitness, but also for building meaningful and energizing relationships with others. Sauna and Recovery: Prioritizing recovery with practices like sauna use helps with relaxation, reduces stress, and improves sleep—fueling productivity and emotional balance the next day. Nick's favorite daily routines also include micro-breaks, stretching, and maximizing time on his feet during work hours—all simple ways to stay energized and engaged. Overcoming the Common Obstacles What holds most sales professionals back from better fitness? The top two culprits are no surprise: a sedentary lifestyle and a lack of time. With remote work more common, it's easy to stay glued to a desk. Nick advises creative solutions, like scheduled movement breaks, standing desks, and integrating activity into daily routines (even as simple as parking farther away from the office entrance). He emphasizes that the key isn't perfection—it's consistency. Choose activities you enjoy and can realistically sustain. "Small, repeatable habits always beat sporadic intensity." Spotting the Warning Signs and Reclaiming Your Edge How do you know when poor habits are affecting your professional life? Classic symptoms include fatigue, irritability, brain fog, excessive reliance on caffeine, and disengagement at work. The first step to improvement is recognizing these trends before they impact your sales numbers—or your well-being. Sleep should be non-negotiable. Combined with sensible nutrition, moderation in lifestyle choices, and regular recovery, better habits compound over time, powering both mind and body. Performance Do's and Don'ts Nick's top three "do's": Treat health as an investment, not an expense. Build consistency with sustainable habits, not extreme changes. Align your fitness and career goals—they're partners, not competitors. And his "don'ts": Don't sacrifice sleep for more work hours. Don't chase unsustainable fads. Don't neglect rest, nutrition, and recovery. The Payoff: One Leader's Story Nick's own journey delivers proof: losing 80 pounds over 18 months changed his energy, confidence, and sales performance. The lesson is that improving physical fitness isn't separate from career success. It really becomes the foundation for it. In high-stakes sales, your greatest asset is yourself. Make the time—block it on your calendar if you must—and begin treating your well-being as the core of your professional growth. The dividends are real: more energy, greater focus, and consistently superior results, both in and out of the office. Resources & People Mentioned Critical Selling: How Top Performers Accelerate the Sales Process and Close More Deals Connect with Nick Kane Nick Kane on LinkedIn Connect With Paul Watts LinkedIn Twitter Subscribe to SALES REINVENTED Audio Production and Show Notes by PODCAST FAST TRACK https://www.podcastfasttrack.com
Cross-post from Good Structures. Over the last few years, I helped run several dozen hiring rounds for around 15 high-impact organizations. I've also spent the last few months talking with organizations about their recruitment. I've noticed three recurring themes: Candidates generally have a terrible time Work tests are often unpleasant (and the best candidates have to complete many of them), there are hundreds or thousands of candidates for each role, and generally, people can't get the jobs they've been told are the best path to impact. Organizations are often somewhat to moderately unhappy with their candidate pools Organizations really struggle to find the talent they want, despite the number of candidates who apply. Organizations can't find or retain the recruiting talent they want It's extremely hard to find people to do recruitment in this space. Talented recruiters rarely want to stay in their roles. I think the first two points need more discussion, but I haven't seen much discussion about the last. I think this is a major issue: recruitment is probably the most important function for a growing organization, and a skilled recruiter has a fairly large counterfactual impact for the organization they support. So why is it [...] ---Outline:(01:33) Recruitment is high leverage and high impact(03:33) Organizations struggle to hire recruiters(07:52) Many of the people applying to recruitment roles emphasize their experience in recruitment. This isnt the background organizations need(08:44) Almost no one is appropriately obsessed with hiring(10:29) The state of evidence on hiring practices is bad(13:22) Retaining strong recruiters is really hard(14:51) Why might this be less important than I think?(16:40) Im trying to find people interested in this kind of approach to hiring. If this is you, please reach out. --- First published: November 3rd, 2025 Source: https://forum.effectivealtruism.org/posts/HLktkw5LXeqSLCchH/recruitment-is-extremely-important-and-impactful-some-people --- Narrated by TYPE III AUDIO.
The Law School Toolbox Podcast: Tools for Law Students from 1L to the Bar Exam, and Beyond
Welcome back to the Law School Toolbox podcast! Today we're discussing how you can regroup, triage, and get the most out of the final weeks before law school exams. In this episode we discuss: Preparing outlines and other study materials How to use study groups effectively Writing practice exams and getting feedback Optimizing study time and minimizing distractions The importance of sleep and wellbeing How to prepare for exam accommodations Using AI tools for exam prep Resources: Tutoring for Law School Success (https://lawschooltoolbox.com/tutoring-for-law-school-success/) Podcast Episode 112: Managing Distractions in Law School (https://lawschooltoolbox.com/podcast-episode-112-managing-distractions-in-law-school/) Podcast Episode 230: Learning Through Making Mistakes in Law School (https://lawschooltoolbox.com/podcast-episode-230-learning-through-making-mistakes-in-law-school/) Podcast Episode 480: Ethical Uses of AI in Law School (w/Professor Susan Tanner) (https://lawschooltoolbox.com/podcast-episode-480-ethical-uses-of-ai-in-law-school-w-professor-susan-tanner/) Podcast Episode 498: Tips for Better Rest with Sleep Expert Lindsay Scola (Part 1) (https://lawschooltoolbox.com/podcast-episode-498-tips-for-better-rest-with-sleep-expert-lindsay-scola-part-1/) Podcast Episode 499: Tips for Better Rest with Sleep Expert Lindsay Scola (Part 2) (https://lawschooltoolbox.com/podcast-episode-499-tips-for-better-rest-with-sleep-expert-lindsay-scola-part-2/) Surviving the October Freakout (https://lawschooltoolbox.com/surviving-the-october-freakout/) How to Move from Outline to Exam Answer (https://lawschooltoolbox.com/how-to-move-from-outline-to-exam-answer/) 5 Ways Study Groups Can Be Helpful (https://lawschooltoolbox.com/5-ways-study-groups-can-be-helpful/) Lessons from My 1L Year: You Don't Have to Live in the Law Library (https://lawschooltoolbox.com/lessons-from-my-1l-year-you-dont-have-to-live-in-the-law-library/) Leveling the Playing Field: Using Resources and Seeking Accommodations in Law School (https://lawschooltoolbox.com/leveling-playing-field-using-resource-seeking-accommodations-law-school/) Our Social Media Detox (https://www.youtube.com/playlist?list=PLT5txTOjOHmS5cQa7_tvCaTs4xP-FFFAW) Download the Transcript (https://lawschooltoolbox.com/episode-529-last-minute-law-school-exam-prep-triage-tips-for-success/) If you enjoy the podcast, we'd love a nice review and/or rating on Apple Podcasts (https://itunes.apple.com/us/podcast/law-school-toolbox-podcast/id1027603976) or your favorite listening app. And feel free to reach out to us directly. You can always reach us via the contact form on the Law School Toolbox website (http://lawschooltoolbox.com/contact). If you're concerned about the bar exam, check out our sister site, the Bar Exam Toolbox (http://barexamtoolbox.com/). You can also sign up for our weekly podcast newsletter (https://lawschooltoolbox.com/get-law-school-podcast-updates/) to make sure you never miss an episode! Thanks for listening! Alison & Lee
What we focus on forms us. It forms us mentally, emotionally, spiritually, and communally. Join us as we focus on the One who changes everything... Jesus!For this week's Outline and Community Group questions, download our app or visit hillsidefellowship.org, click on Resources, and find today's sermon.
Message Notes for Today's Sermon. Click Here - https://gileadchurch.churchcenter.com/episodes/551415/notes Outline for Today's Sermon. Click Here - https://www.gileadchurch.com/wp-content/uploads/11-9-25.pdf Digital Connection Card Click Here to fill one out - https://gileadchurch.churchcenter.com/people/forms/202250 Having Trouble with the Live Stream? Click Here to watch on our website - https://www.gileadchurch.com/ Looking to Give Online? Click Here - https://www.gileadchurch.com/giving/ Did you make a decision today and want to take your Next Step? Click Here - https://www.gileadchurch.com/next-steps/ To Listen to Our Podcasts: Apple: https://podcasts.apple.com/us/podcast/gilead-church-podcast/id1729234971 Spotify: https://open.spotify.com/show/0sOidhOjzZepJFlQp2ZJWZ?si=9550f665a7fa4612 For More From Gilead Church: http://www.gileadchurch.com/ https://www.facebook.com/gileadchurch1/ https://www.instagram.com/gilead_church/
Pastor Garrison GreeneTEXT: Genesis 49BIG IDEA: Jacob's blessings spoken over his sons reminds us that our choices carry weight, we are blessed by belonging to God's beloved, and that our hope rests in Judah's Son who brings salvation.OUTLINE:1. Our Character & its Consequences2. Our Belonging & the Blessing3. Our Salvation & the SonRESOURCES: ESV Study Bible; ESV Expository Commentary: Genesis by Iain Duguid; Reformed Expository Commentary: Genesis by Richard Phillips; Genesis: The Beginnings of God's Plan of Salvation by Richard P Belcher Jr; The Welwyn Commentary Series: Genesis by Philip Eveson
A Dangerous Situation, Captain Rick discusses keeping your cool on the water during dangerous situations, there is always a way home and it's the captain's job to find it! Let's discuss! Do you have a question about fishing in your area? Email rick@floridasportsman.com and we'll answer your questions on the air. Outline of Episode 317 [2:11] Tropics Report [8:01] Northeast Report [15:44] East Central Report [21:58] South Report [25:43] 10,000 Islands Report [34:56] West Central Report [42:00] Big Bend Report [53:01] Northwest Report [58:51] Florida Wrap-Up A BIG thanks to each of our sponsors, without whom we would not be able to bring you these reports each week Yamaha Outboards • Shimano Fishing • Tournament Master Chum • D.O.A. Lures • Fishing Nosara / Nosara Paradise Rentals • Young Boats