Video wird geladen...

Video konnte nicht geladen werden

Zur Startseite

Roberto De Zerbi explains low build up idea 📍always 4+2 structure (also as a protect when they lose the ball) 📍important is where start the pressure (There will be a free man) 📍body shape position (CM’s) should be open and always can switch side or make simply pass under...

182,903 Aufrufe • vor 2 Jahren •via X (Twitter)

10 Kommentare

Profilbild von The Spitting image of isso
The Spitting image of issovor 2 Jahren

@CoachingFamily @N12Tactics @DeZerbianChurch @BHAFCPoland @PremLeaguePanel @rajsinghchohan Wonder if 7 hag can also pull up with a board explaining his tactics

Profilbild von Tactalyse
Tactalysevor 2 Jahren

@CoachingFamily @N12Tactics @DeZerbianChurch @BHAFCPoland @PremLeaguePanel @rajsinghchohan Love this clip from De Zerbi. Regarding the example: Two DM's try to support the LCB here. If the RDM had not dropped in, wouldn't the LDM have space to open up and play the ball forward?

Profilbild von John Walker
John Walkervor 2 Jahren

@CoachingFamily @N12Tactics @DeZerbianChurch @BHAFCPoland @PremLeaguePanel @rajsinghchohan @JDHibs

Profilbild von King
Kingvor 2 Jahren

@CoachingFamily @N12Tactics @DeZerbianChurch @BHAFCPoland @PremLeaguePanel @rajsinghchohan @JosephMwabili3 this should make you happy

Profilbild von Watch D Right Football
Watch D Right Footballvor 2 Jahren

@CoachingFamily @N12Tactics @DeZerbianChurch @BHAFCPoland @PremLeaguePanel @rajsinghchohan Lol

Profilbild von Tbradley
Tbradleyvor 2 Jahren

@CoachingFamily @N12Tactics @DeZerbianChurch @BHAFCPoland @PremLeaguePanel @rajsinghchohan @mrmoonshine89

Profilbild von 🍉
🍉vor 2 Jahren

@CoachingFamily @N12Tactics @DeZerbianChurch @BHAFCPoland @PremLeaguePanel @rajsinghchohan Ayoo cfc tigang juru dilatih koyo ngene pak manajer @dedikasieh

Profilbild von Morgs
Morgsvor 2 Jahren

@CoachingFamily @N12Tactics @DeZerbianChurch @BHAFCPoland @PremLeaguePanel @rajsinghchohan @jonnnymorgan

Profilbild von Kai Haba
Kai Habavor 2 Jahren

@CoachingFamily @N12Tactics @DeZerbianChurch @BHAFCPoland @PremLeaguePanel @rajsinghchohan How can I watch the full clip

Profilbild von Slayer/Hil 🤴
Slayer/Hil 🤴vor 2 Jahren

@CoachingFamily @N12Tactics @DeZerbianChurch @BHAFCPoland @PremLeaguePanel @rajsinghchohan @ArthurMelista

Ähnliche Videos

Yoshua Bengio thinks he knows how to make provably safe superintelligent agents. Bengio built the foundations of modern AI and is the most cited living scientist. He believes his alternative training setup would: 1. Guarantee honesty 2. Prevent unintended goals 3. Produce capable agents 4. Port over most data and techniques from current LLMs 5. Not be inherently more expensive, and perhaps be more intelligent Bengio claims the honesty and lack of unintended goals can be proven mathematically, at least given particular assumptions. And his new organization, LawZero, is aiming to build a scrappy prototype as soon as possible. The architecture is called 'Scientist AI' and it's based on training a model to explain empirical observations, including what people say, rather than training AIs that mimic human behaviour or seek our approval. (Bengio's frank assessment is that "reinforcement learning is evil" and that allowing AIs to independently train their successors is "the most crazy, dangerous bet that unfortunately we are on track to do.") But skeptics question whether Scientist AI really does solve the fundamental problem of 'eliciting latent knowledge' from AI models. And with the commercial race for superintelligence so intense, it's not clear whether the proposal will be able to compete or have time to bear fruit, even if it's sound in theory. On The 80,000 Hours Podcast, links below – enjoy! • Making AI honest and safe (00:00:00) • Scientist AI in plain English (00:02:27) • How Scientist AI differs from LLMs (00:06:32) • How the training data works (00:14:02) • Can this become an agent? (00:21:02) • Why Yoshua is now more optimistic (00:32:11) • Why companies can’t stop racing (00:36:35) • A working prototype won't take long (00:49:15) • Scientist models might be more capable (00:53:34) • “Reinforcement learning is evil” (01:01:27) • Scientist AI from guardrail to agent (01:08:37) • Can safe AI still be competent? (01:12:38) • How much will this cost? (01:19:29) • Can it generalise beyond maths and science? (01:23:26) • A multi-national push for superintelligence (01:39:19) • Want to work with or fund Yoshua? (01:51:16) • Why smart people ignore AI risk (01:54:45) • Don’t let AI build the next AI (02:01:33) • Why politicians miss the real risks (02:12:28) • Why Yoshua changed his mind about AI risk (02:21:27)

Rob Wiblin

65,088 Aufrufe • vor 2 Monaten

New episode with the incredible former PepsiCo CEO Indra Nooyi - the first woman of color and immigrant to run a Fortune 50 company. In this conversation, Indra discusses the stories behind her rise to the top of one of the world's largest companies. From early days at the Boston Consulting Group using satellite photos to analyze competitor facilities, to personally tracking 400 potential executives as CEO, Indra reveals the granular thinking that separates great leaders from good ones. Her "zoom in, zoom out" philosophy transformed how she understood business — from the "right side of the decimal" where even a fraction of a penny matters across millions of transactions, to setting company strategy at 30,000 feet. She explains why most leaders fail because they don't understand their business at the most granular level. But perhaps most powerful is her candid discussion about the reality of being a working mother in the C-suite where she argues there is no such thing as work-life balance. Watch now for a masterclass in leadership, strategy, and the sacrifices required to reach the top. (00:02:37) Growing Up In India (00:04:38) USA Culture Shock (00:09:54) Lessons From Working In Consulting (00:14:13) Right Side Of The Decimal Lesson (00:16:59) Lessons From Working In Consulting PT 2 (00:20:39) Delivering A Message That Gets Heard (00:23:19) Developing Talent (00:26:46) How To Minimize Office Politics (00:29:14) Power And Humility In Life (00:31:53) Prioritizing Work Over Family / Finding Balance (00:37:39) Turnover After A CEO Change (00:41:09) CEO Vs Board Member (00:44:41) Implementable Change In A Company (00:47:00) Removing Friction Instead Of Using Force (00:48:46) Lessons From Amazon (00:50:36) Leading Through Crisis (00:54:01) Dealing With Activist Investors (00:57:20) Women As CEOS (00:58:40) Equality of Opportunity (01:02:32) Bias In Performance Reviews (01:04:09) Almost Quitting PepsiCo (01:05:48) What I Learned From Steve Jobs (01:10:35) Lessons From Costco And Walmart (01:18:43) Secrets to PepsiCo Merchandising (01:20:59) Making Decisions At A Multi Billion Dollar Company (01:22:40) Lessons From Acquisitions (01:25:52) Traits Of A High Performing Employee (01:27:44) Remote Work Vs In Office

Farnam Street

114,125 Aufrufe • vor 1 Jahr

New Journey Man episode with my dear friend Alex Gurevich—please enjoy! 00:00 – Welcome to The Journeyman 01:12 – Meet Alex Gurevich 02:08 – Alex’s Macro Framework 04:47 – Five Key Forces Driving Markets 07:00 – Rate Cuts & Central Bank Cycles 08:18 – Fiscal Dominance & Inflation Risks 09:37 – Demographics and Deflation 10:07 – Geopolitics and Trade Shifts 12:32 – The Rise of the Singularity 14:05 – Why Rates Remain Sticky 16:17 – Tariffs and the Bond Market 18:03 – Basel, Regulation & Forced Buying 20:26 – Stocks, Bonds & Mispriced Narratives 22:45 – Why Crises Always End in Liquidity 25:15 – 2022’s Puzzle: Real Rates & Liquidity 27:08 – Will the Fed Cut Soon? 28:37 – Favorite Macro Trades 30:25 – Currency Plays: Yen & Yuan 32:18 – Gold, Silver & Hard Assets 35:16 – Patience in Commodities 36:08 – Bitcoin, Crypto & Long-Term Views 37:00 – Copper & Industrial Demand 38:14 – Bearish on Equities… For Now 41:03 – Crises Create Opportunity 43:01 – The Buy-the-Dip Mindset 44:48 – The AI Singularity is Here 47:11 – Kurzweil Was Right 49:21 – End of the Exponential Age 51:14 – Energy as the True Constraint 55:15 – Can AI Solve Its Energy Crisis? 58:15 – Kardashev Scale & Solar Limits 01:02:37 – What Happens to the Economy? 01:04:34 – UBI and the End of Work 01:06:53 – Energy as the New Macro Constraint 01:07:29 – Why 2030 Could Be a Turning Point 01:10:12 – Can AI Run a Macro Fund? 01:14:29 – A Future Dominated by AGI 01:16:13 – This Changes Everything 01:18:44 – Final Thoughts & Takeaways

Raoul Pal

136,948 Aufrufe • vor 1 Jahr

Allie Beth Stuckey has never been afraid to speak truth in a world that often rewards silence. In this conversation, we talked about faith, conviction, and what it means to stand firm when culture pushes you to conform. Allie opened up about her journey into broadcasting, how motherhood reshaped her worldview, and why she believes women today are desperate for truth, not validation. We also talked about the cost of conviction, how to disagree without dehumanizing, and why faith must come before fear, especially in media and leadership. We discussed the state of Christianity in America, the pressure many young people face to compromise, and how social media has changed the way we share and live out our beliefs. Allie’s perspective is strong but full of grace, rooted in both intellect and compassion. This conversation was about more than faith or influence. It was about courage, clarity, and holding fast to what is true even when it is unpopular. Chapters: 0:00:00 - Intro 00:03:02: Allie Beth’s Personal Life 00:15:25: Allie Beth’s Thoughts on Marriage 00:21:20: Advice to Young Women on Finding the Right Partner 00:27:10: Lessons from Allie Beth’s Life 00:32:44: Dealing with Shame 00:41:32: Are Eating Disorders Considered Sinful? 00:46:16: Differences Between Southern Baptist, Reformed Christian, and Catholicism 00:52:19: Faith 01:12:45: Allie Beth’s Best Quotes 01:13:08: “It’s Easy to Be a Progressive” 01:14:16: “The Last Thing a Woman Wants Is to Be Excluded” 01:15:34: “I Am for the Death Penalty for the Same Reason I Am Against Abortion. I Value Innocent Life.” 01:19:19: “Your Daughters Should Not Be Listening to Taylor Swift. She Is Not a Role Model.” 01:26:24: How Allie Beth Manages Friendships That Disagree with the Bible 01:30:22: How Allie Beth Balances Sharing God’s Word Without Sounding Judgmental 01:32:56: Dealing with the Loss of Charlie Kirk BTS on Patreon:

Sage Steele

46,033 Aufrufe • vor 9 Monaten

tylercowen is bullish on AI education — here's why. 00:00 -- Preview 00:24 -- President Carlos Carvalho's AI-generated intro 03:21 -- Cowen reacts to UATX's campus 04:38 -- The AI revolution is here. Who will lose the most? 06:05 -- AI lawyers 07:17 -- Don't underestimate this 10:41 -- Changes to the "upper upper middle class" 12:38 -- How to be successful 13:43 -- The rise of managerial empires 14:02 -- When will we have the first billion dollar company with one employee? 16:05 -- 10-20 year forecast 16:19 -- Why education is so behind 17:01 -- Should you be bullish on UATX? 18:36 -- Should you still read Homer? 21:50 -- Write to think 25:01 -- Meet more people 25:42 -- How to get hired 26:54 -- Is AI your best mentor? 38:17 -- How to curb cheating 39:02 -- The new life of the mind 42:34 -- Q&A: Will there be more status associated with real education or AI education? 45:50 -- Q&A: Why do tech-savvy students need to practice using AI? 47:56 -- Q&A: Do LLMs atrophy your mind? 49:29 -- Q&A: How do you avoid AI-dependency? 51:05 -- Q&A: Isn't this vision lonely and isolating? 53:06 -- Q&A: Do students need teachers? 55:36 -- Q&A: What are the four most important courses for undergrads? 57:49 -- Q&A: Which AI company will win the AI race in the next five years and why? 59:22 -- Q&A: Can AI teach religion? 01:01:32 -- Q&A: Will AI narrow or widen our world? 01:04:37 -- Q&A: What makes us human? 01:05:42 -- Q&A: What is art? 01:08:33 -- Q&A: It's easy to catch cheaters

University of Austin (UATX)

27,770 Aufrufe • vor 6 Monaten

Our video post of Taehyung on March 21, 2026 from Weverse Live speaking about ARIRANG and "Arirang," somehow disappeared from our timeline - this is a full re-upload with translations time-stamped. Taehyung spoke about how important "Arirang," the folk song, is as a Korean. That when people are happy or sad, feeling sorrow or even wish to laugh, there is "Arirang." "Arirang" is about love, longing, loss, hope and resilience. He also mentions that BigHit suggested it as the theme to BTS for the album. The other clips we posted from the Netflix comeback concert show, Taehyung's eyes rolling back into his head the moment "Arirang" started and the folk singers were about to come on; he felt that deep in his blood and in his bones. His hand gestures, and how he pointed upwards and outwards showed his passion. 💜 __ 00:08 - 00:15,Taehyung,마지막에 아리랑이 나오는데 그게 뭔가 테마가 됐어요.,At the end, Arirang comes out, and that somehow became the theme. 00:20 - 00:23,Taehyung,아리랑은 버전이 되게 많잖아요.,There are many versions of Arirang, you know? 00:24 - 00:33,Taehyung,아리랑은... 진짜 막 웃고 싶을 때도 아리랑... 한국 사람들은...,Arirang is... even when you really want to laugh, Arirang... for Korean people... 00:34 - 00:43,Taehyung,슬플 때도 부르고. 여러 감정들이 있을 때 아리랑을 되게 많이 부르잖아요.,We sing it even when we’re sad. When there are various emotions, we sing Arirang a lot. 00:46 - 00:52,Taehyung,그런 감정들이... 'Body to Body'랑 되게 잘 어울리더라고요.,Those emotions... they ended up going really well with 'Body to Body.' 00:53 - 01:04,Taehyung,제 아이디어는 아니었고, 회사에서 되게 멋있게 의견을 주셔서...,It wasn't my idea; the company gave a really cool suggestion/opinion... 01:05 - 01:11,Taehyung,처음엔 '어?' 했다가, 듣다 보니까 '오' 하게 되는...,At first I was like, 'Huh?' but as I kept listening, I went, 'Oh!' 01:12 - 01:18,Taehyung,아미.,ARMY. #BTS_ARIRANG #BTS_SWIM #BTSLive #BTSLiveonNetflix

Beyond ARMY | ⊙⊝⊜⁷

542,663 Aufrufe • vor 4 Monaten

Alex Behring and Daniel Schwartz have almost never spoken publicly about how 3G Capital invests and operates. The firm is different in many fascinating ways. Every fund they raise is designed to make exactly one investment. They invest more of their own money than any of their limited partners in every deal and send their own people to run the businesses as CEOs and CFOs. Over 20 years they have never lost money on a deal. The conversation includes the story of how they spent 15 years building a relationship with the founding family of Hunter Douglas before getting the opportunity to buy it. They describe receiving a two line rejection email from Tim Hortons after weeks of silence and how they managed to get back to the table and close the deal. They talk about how they bought Burger King for a billion dollars when no other firm showed up to compete. And they explain why Skechers being the third largest sneaker company in the world surprised even them. A major theme is how they develop talent. Daniel was an analyst who became CFO at 26 and CEO of Burger King at 32. Alex became CEO of the largest railroad in Latin America when he was 30. They explain what they look for in young people, why they give them significant responsibility faster than anywhere else, and what it takes to set them up to succeed while holding an unusually high bar. Daniel and Alex are two of the most talented and intense people I know. They are incredibly serious about business quality and disciplined about waiting for the right opportunity. They would rather do nothing than compromise. Enjoy! Timestamps: 00:00:00 Episode Intro: Daniel Schwartz & Alex Behring 00:01:20 The "One Investment Per Fund" Model 00:05:39 Characteristics of Great Businesses 00:08:40 The Unique Structure of 3G Capital 00:14:21 Why Hunter Douglas Was Appealing 00:20:15 Alex's Railroad Story 00:28:12 The "Burger King is Run by Children" Story 00:30:38 Negotiating with Tim Hortons 00:38:18 Be Wired for Urgency 00:46:43 3G's Operating System 00:55:35 Why Burger King Was Undervalued 00:59:43 From Zero to $2 Billion in France 01:01:42 Kraft Heinz: Concentration Risk 01:04:25 Skechers: Great Product Meets Great Distribution 01:13:10 Zero-Based Budgeting & When It Works 01:16:28 The Current State of Capital Markets 01:23:04 3G's Founder-Led Focus 01:28:57 The Kindest Thing

Patrick OShaughnessy

42,954 Aufrufe • vor 5 Monaten

🚨🇺🇸EXCLUSIVE: SCOTT HORTON UNMASKS AMERICA’S FOREIGN POLICY MACHINE - NATO’S BROKEN PROMISES & THE ENDLESS WAR TRAP Did you know: - Putin wanted to join NATO? - Osama bin Laden was once an ally of the U.S? - The U.S supplied military equipment to the Iranian regime through Israel? - The U.S. supplied chemical weapons to Iraq’s Saddam Hussein? - Israel and Iran were once VERY close allies? So how did we get here? How did the U.S and Russia get into a proxy war, Iran and Israel at a full blown war with the U.S. bombing Iran, Osama bin Laden committing the worse terrorist attack in U.S history, the U.S. declaring war on Iraq and deposing Saddam Hussein? In this eye-opening conversation, Scott Horton does an incredible job breaking down U.S. foreign policy over the last few decades, how it led to the above tragic outcomes, and why it is accelerating the fall of the U.S. empire. In this exclusive, we cover: - How America turned allies into enemies. - NATO’s broken promises & why expansion was always a trap. - The Iraq War disaster - and who really planned it. - Why Ukraine’s revolution was never about democracy. - The blueprint to overextend Russia. - Why endless war isn’t failure, it’s the system working exactly as designed. In Horton’s view, U.S. foreign policy is no accident. It’s a machine - built to expand, to dominate, and to ensure America’s wars never end. 00:00:00 – Intro: “This discussion will teach you everything about U.S. foreign policy… from Ukraine to Gaza and Iraq” 00:05:00 – The Wolfowitz Doctrine: America must strike first to stop any rival power 00:10:00 – Treaty of Versailles vs. post–Cold War Russia: humiliation breeds revenge 00:15:00 – The “neutral Ukraine” option was on the table but U.S. rejected it 00:20:00 – Putin asks to join NATO in 2001—Colin Powell brushes him off 00:25:00 – RAND report: U.S. openly strategized to “overextend Russia” 00:30:00 – Brzezinski admits: we should have stopped NATO expansion at Ukraine 00:35:00 – The Maidan revolution: U.S. backing extremists to stick it to Russia. 00:40:00 – “Russia isn’t coming to Paris or Washington—this is about borders.” 00:45:00 – The Iraq War plan “A Clean Break”: overthrow Saddam to reshape Middle East 00:50:00 – How the Iraq invasion backfired and handed power to Iran. 00:55:00 – Bush didn’t know Sunnis from Shiites: “I thought they were all Muslims” 01:00:00 – Endless coups and sanctions: the U.S. playbook to bleed adversaries. 01:05:00 – Cheney’s strategy: control Gulf oil as a choke point against China 01:10:00 – Bidenism vs Trumpism: bog Russia down in Ukraine vs peel it from China 01:15:00 – NATO always meant: “America in, Germany down, Russia out” 01:20:00 – Horton: arrogance of U.S. leaders will blow up into unnecessary wars. 01:25:00 – The West openly discussed using Ukraine to trap Russia in conflict. 01:30:00 – How think tanks admitted the strategy: provoke Russia until it snaps. 01:35:00 – Neocon obsession with regime change in Syria, Iran, Iraq. 01:40:00 – Libya, Yemen, Syria: “death and destruction across the Middle East” 01:45:00 – U.S. arms Al-Qaeda in one war, fights them in another 01:50:00 – Why U.S. refuses multipolarity: “The world can’t go on without us.” 01:55:00 – Closing: Horton warns endless wars aren’t mistakes, they’re the system.

Mario Nawfal

2,514,790 Aufrufe • vor 11 Monaten

My dear friend, Vlad Tenev, changed the landscape of investing forever! The rise of the retail investor is largely due to Robinhood's success... and in this new Journey Man, we discuss it all... Enjoy! 00:00 - Intro 00:53 - Introducing Vlad Tenev of Robinhood 01:27 - Why Take on Wall Street? 01:54 - Robinhood’s Zero-Fee Origin Story 02:53 - Inspiration from Instagram and Uber 04:24 - Reimagining Trading for Mobile 05:05 - The Challenge of Disrupting Finance 05:42 - Why Everything Is Hard 06:34 - Early Wrong Assumptions 07:42 - Raising Capital with a Small Vision 08:48 - Funding Robinhood on AngelList 09:50 - Early Investors Changed Their Lives 10:38 - The Crypto Explosion Begins 11:07 - Considering a Bitcoin Exchange First 12:17 - Bitcoin’s Early Skepticism and Growth 13:08 - Robinhood Launches Crypto in 2018 14:03 - 2020: Crypto Revenue Surges Overnight 15:04 - The Challenge of Crypto Cyclicality 16:11 - Staffing a Volatile Business 17:10 - Building Robinhood’s Lean Crypto Team 18:46 - Robinhood’s First Crypto Event Coming 19:38 - Where TradFi Meets DeFi 20:34 - Tokenizing Everything 21:09 - Robinhood’s Vision for Crypto + Finance 21:47 - Thoughts on Crypto Options Demand 23:04 - Why Crypto Options Haven’t Taken Off 24:09 - Millennials and the Speculative Economy 25:22 - Democratizing Trading for Everyone 26:08 - Why Buy-and-Hold Doesn’t Work for All 27:15 - Trading vs Investing: A Matter of Wealth 28:01 - Trading as a Skill Anyone Can Build 29:13 - Robinhood’s Role in Onboarding Millions 30:06 - The Fed's Role and Retail Insight 31:03 - The Rise of the Retail Macro Trader 32:17 - Helping Users Succeed with Robinhood Strategies 33:35 - Power of Community and the Hive Mind 34:55 - Will AI Disrupt Community Too? 36:14 - Technological Waves and Investor Opportunity 37:10 - Human Purpose in an AI World 37:52 - Tokenizing Human Connection 38:28 - Creators, Platforms, and Future-Proofing 39:26 - Vlad’s Long-Term View of the Future 40:05 - Financial Services at the Heart of Disruption 41:14 - If AI Replaces Jobs, What Happens to Investing? 42:25 - Entering the Economic Singularity 43:31 - What Happens When AIs Win the Markets? 44:16 - AI's Role in Capital and Markets 45:07 - Will AI Eliminate Human Emotion from Markets? 46:06 - HFT: The Original AI Traders 47:20 - AI and Long-Term Probabilistic Forecasting 48:48 - GPUs, Gaming, and the Origins of AI 50:01 - Nvidia, CUDA, and Wall Street Arms Races 51:04 - Flash Boys and Microwave Trading 51:54 - Will AI Costs Go to Zero? 52:52 - Lower Cost, Higher Usage 53:41 - Robinhood’s UX Won’t Be Just a Chatbox 55:16 - Cortex: AI-Powered Features at Robinhood 56:54 - Tokenization and the Future of Asset Management 57:44 - Crowdsourced, Tokenized Hedge Funds 58:48 - Portability of Tokenized Assets 59:39 - Blockchain as the New Rails of Finance 01:00:09 - The Trump Token and Capital Formation 01:01:00 - Capital Access Unlocks Innovation 01:01:49 - Why Crypto Needs Regulatory Clarity 01:03:17 - From Meme Coins to Real Assets 01:04:17 - Crypto's Path to $100 Trillion? 01:05:15 - The Financial System Will Run on Blockchains 01:06:00 - Platform Layer vs Application Layer Wealth 01:06:29 - AI Raises Money and Launches Tokens 01:07:39 - AIs Creating Software and Capital Formation 01:08:00 - Final Thoughts: A Wild Future Ahead 01:08:20 - When Will Vlad Buy a CryptoPunk? 01:08:51 - Wrapping Up: AI, Crypto, and the Road Ahead

Raoul Pal

172,640 Aufrufe • vor 1 Jahr

I'm often asked for the best public example of AI evals done right for a real, production product. I finally have an answer. Teresa Torres shares how she shipped an AI interview coach, and used evals to rapidly squash bugs and improve the product. Teresa shows how she: 1. did error analysis FIRST to find real issues (instead of using generic metrics) 😍 2. used Jupyter notebooks to analyze errors 3. built custom annotation tools + custom widgets in notebooks 4. built a LLM-judge and assertions to test for specific errors 5. iterated through this feedback loop until it worked. 6. kept things simple the whole time It's also probably the best commercial for Jupyter notebooks you can imagine. 🥰 Chapter summary below. Link to YT in next thread 00:00:00 - Intro 00:01:45 - The Product: Building an AI Interview Coach 00:06:34 - The Problem: How Do I Know if My AI Coach is Any Good? 00:10:15 - Using Airtable for Traces and Annotation 00:12:15 - Discovering Jupyter Notebooks and Designing the First Evals 00:15:15 - Example Evals: LLM-as-Judge vs. Code-Based Assertions 00:21:00 - Learning Python with ChatGPT to Analyze Eval Results 00:31:00 - VS Code, Custom Tools, and an Eval Investigation Notebook 00:39:45 - Building a Custom Annotation Tool with Claude 00:41:00 - From Personal Project to Production App 00:46:02 - How Should PMs and Engineers Collaborate on AI Products? 00:55:45 - Q&A: Capturing Feedback and Annotations from End Users 00:58:11 - Q&A: Is a Technical Background Necessary to Build AI? 01:02:28 - Q&A: What's Next for Teresa? 01:03:13 - Q&A: Unpacking the Micro-Decisions of Building an AI App

Hamel Husain

51,376 Aufrufe • vor 11 Monaten

🚨🇷🇺 INTERVIEW: PUTIN’S REGIME IS EATING ITSELF ALIVE The news is buzzing after Lavrov went missing from a Kremlin meeting and the G20 delegation But most people don’t know that over the last 2 years, and in recent weeks, Generals were fired or arrested, Putin’s inner circle was purged, and oligarchs continue to flee or mysteriously fall out of a window. Artem Dikarev, aka ‘The Russian Dude’, says Russia’s economy is beginning to crack, and even Putin’s closest allies are terrified. We cover: •⁠ ⁠Why Russia’s internal purges are exploding again •⁠ ⁠The friction between the FSB and the army •⁠ ⁠Why the National Guard is arming tanks to defend Moscow •⁠ ⁠How Lavrov’s mysterious disappearance set off new rumors inside the Kremlin •⁠ ⁠And why Putin’s biggest threat isn’t Ukraine, it’s his own people Artem says Putin has built a system that survives on fear and silence. But when fear turns inward, collapse always follows. 00:00:24 - Almost every single Russian knows somebody who knows somebody who died in the war 00:00:56 - It's very hard to speak against Putin. He has always been paranoid, and now it's just more than ever 00:04:21 - As soon as they start showing protest, people going to start thinking we are not alone 00:11:50 - The most dangerous part for Putin is not that he can lose, it’s the people, because they’re the ones who can take him out of power 00:07:08 - Not a single friend openly supports the war anymore 00:19:04 - As soon as Prigozhin was two or three hundred kilometers away from Moscow, the entire Kremlin pretty much was empty 00:21:09 - It is a wartime economy. It can only survive and last for as long as there is war going on, loyalty means almost nothing inside the Kremlin walls. 00:30:15 - As long as you act like a clown, you’re no longer a threat to Putin 00:40:04 - Maybe something is happening. Some smaller generals feel unsatisfied. 00:46:00 - Dikarev: "I focus on saving the reputation of Russians in front of the world." 00:48:00 - Dikarev: "I don’t want the aggressors to win. I don’t want Ukraine to lose. I just don’t want Russia to lose." 00:58:08 - Now China and India can dictate the rules to Russian oil prices 01:01:04 - Prices in stores are already in yuan. Restaurants have Chinese signs first, then Russian 01:00:12 - Putin will do everything possible to find new customers

Mario Nawfal

1,586,559 Aufrufe • vor 8 Monaten