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Slides15:43EN
Matthew Berman· Oct 13, 2025How AI Data Centers Work: Power, Cooling and Community TradeoffsMatthew Berman · Forward FutureMatthew Berman explains the physical infrastructure behind AI prompts, from accelerator racks and backup power to water use and local planning.EnergySemiconductorsDistributed training & inference
6 slides13:53EN
Matthew Berman· Oct 10, 2025Tiny Recursive Models and the Limits of Puzzle Benchmark ComparisonsMatthew Berman · Forward FutureMatthew Berman examines a small recursive network that reports strong ARC and Sudoku results, and what its experimental setup means.AI researchBenchmarksReasoning & test-time compute+1
1:53:50EN
Cognitive Revolution "How AI Changes Everything"· Oct 8, 2025PodcastA curriculum rewrite takes five years. AI does not wait.Host Nathan LabenzJohan Falk, a Swedish teacher-turned-analyst, argues that AI literacy and AI friends are more urgent than putting a tutor in every classroom.AI in EducationAI StrategySafety & governance+3
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Cognitive Revolution "How AI Changes Everything"· Oct 5, 2025PodcastFin Climbed From 35% to 65% Resolution. Intercom Says the Models Only Did a Few PointsHost Nathan LabenzEoghan McCabe and Fergal Reid on production A/B tests, 99-cent outcome pricing, and why GPT-4 was already smart enough for most customer service.AgentsAgent engineeringRetrieval-augmented generation+3
9 slides28:27EN
Matthew Berman· Oct 2, 2025Sora 2 in Practice: Cameos, Camera Direction and Video Generation ErrorsMatthew Berman · Forward FutureMatthew Berman surveys early Sora 2 clips, testing likenesses, hands, motion, graphics and physics while pointing out where the generated scenes break down.Generative mediaVision & videoMultimodal AI+2
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Cognitive Revolution "How AI Changes Everything"· Oct 2, 2025PodcastChatGPT's Co-Creator Left to Put Nature in the Reward LoopHost Nathan LabenzLiam Fedus and Ekin Dogus Cubuk on why language models still fail at physics, why literature data is too noisy to train on, and why Periodic Labs is aiming at a 200K superconductor.Models & trainingAI for scienceReinforcement Learning+3
11 slides26:17EN
Matthew Berman· Sep 30, 202521 Practical AI Uses for Design, Work and ResearchMatthew Berman · Forward FutureMatthew Berman demonstrates ways to use image tools, ChatGPT and NotebookLM for visual concepts, research, everyday work and study.Generative mediaProductivityWorkflow automation+2
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Cognitive Revolution "How AI Changes Everything"· Sep 28, 2025PodcastChatGPT Is a Thousand Days Old. Emad Mostaque Says We Have About a Thousand Left.Host Nathan LabenzThe Stability AI founder’s new economics argues that when intelligence is abundant, scarcity-based money and GDP stop making sense.Enterprise & strategyAI StrategyAGI Timelines+3
2 slides0:58EN
Matthew Berman· Sep 26, 2025Microsoft’s Nebius GPU Infrastructure AgreementMatthew Berman · Forward FutureIn a sponsored video, Matthew Berman discusses a 2025 infrastructure agreement and Nebius’s AI services.Infrastructure & deploymentAI cost & performanceModels & training
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Cognitive Revolution "How AI Changes Everything"· Sep 25, 2025PodcastEvery payment is a frame in a movie. Stripe’s foundation model took card-testing detection from 59% to 97%Host Nathan LabenzEmily Sands, Stripe’s head of data and AI, explains how a domain-specific payments model, shared embeddings, and mixed rules turn a $1.4 trillion network into compounding advantage.Models & trainingAI in financeEmbeddings+3
7 slides15:29EN
Matthew Berman· Sep 24, 2025Building a Multi-Agent Research Team with Strands AgentsMatthew Berman · Forward FutureMatthew Berman builds from a calculator agent to a multi-agent business-report demo, with examples of tools, model selection and orchestration.Agent engineeringMulti-agent systemsAgent orchestration+2
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Unsupervised Learning: With Jacob Effron· Sep 24, 2025Podcast$100 Million Researchers and a $200 Billion xAI: An AI Roundtable Does the MathHost Jacob EffronDatology’s Ari Morcos and Radical Ventures’ Rob Toews argue over whether models are plateauing, whether RL-environment startups will last, and why Google is the lab they would pick.Enterprise & strategyAI StrategyAI startups & small teams+3
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Cognitive Revolution "How AI Changes Everything"· Sep 20, 2025PodcastAdam Gleave's Three Capability Tiers: Attack Agents in 5–7 Years, Fully AI Companies Around Year 14Host Nathan LabenzFAR.AI and the UK AI Security Institute stacked adversarial attacks on frontier safeguard pipelines and found many breakthroughs were engineering failures, not a verdict against defense in depth.Security & safetyAI securitySafety & governance+3
5 slides14:47EN
Matthew Berman· Sep 18, 2025AI News in September 2025: OpenAI’s Programming Test, Meta’s REFRAG and New Agent ToolsMatthew Berman · Forward FutureMatthew Berman surveys competition results, efficient retrieval, agent payments, 3D worlds and model launches, alongside updates on Waymo and AI video. The episode distinguishes announcements, research claims and rumors from established outcomes.AI researchAI agentsBenchmarks+2
7 slides16:29EN
Matthew Berman· Sep 17, 2025What Anthropic’s 2025 Economic Index Says About AI Adoption and WorkMatthew Berman · Forward FutureMatthew Berman explores Claude usage across tasks, countries and businesses, and considers what uneven adoption could mean for workers and inequality.AI AdoptionFuture of WorkAnthropic+2
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Unsupervised Learning: With Jacob Effron· Sep 17, 2025PodcastA Name Invented at 2:30 a.m. Put Gemini on Top of the App StoreHost Jacob EffronGoogle's Nicole Brichtova and Oliver Wang on Nano Banana, why image models got smart when language models did, and why a prompt still is not a finished product.Multimodal & mediaMultimodal AIGenerative media+3
4 slides8:47EN
Matthew Berman· Sep 16, 2025Why Identical LLM Prompts Can Produce Different Answers at Temperature ZeroMatthew Berman · Forward FutureMatthew Berman explains Thinking Machines Lab’s work on batch-invariant inference and what its reproducibility experiment actually showed.InferenceAI researchObservability & reliability+1
4 slides18:05EN
Matthew Berman· Sep 15, 2025AI News: Qwen3-Max, OpenAI’s Restructuring and New Research ModelsMatthew Berman · Forward FutureMatthew Berman surveys September 2025 releases and reports, from silent speech and image generation to infrastructure and AI business deals.Foundation ModelsAI StrategyGenerative media+2
1:32:47EN
Cognitive Revolution "How AI Changes Everything"· Sep 13, 2025PodcastA transformer co-author wants a $160 million model no company ownsHost Nathan LabenzIllia Polosukhin tells Nathan Labenz how NEAR turned a payments headache into a stack for private inference, shared-revenue training, and AI agents that still answer to a court.Infrastructure & deploymentInferenceAI security+3
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Cognitive Revolution "How AI Changes Everything"· Sep 11, 2025PodcastJoe Hudson: $500 Billion Went Into AI, and Nobody Defined 'Good for Humanity'Host Nathan LabenzSam Altman says the OpenAI coach's superpower is emotional clarity — and that it will be one of the most critical skills in a post-AGI world.Enterprise & strategySafety & governanceHuman-AI Collaboration+3
59:06EN
Unsupervised Learning: With Jacob Effron· Sep 10, 2025PodcastInference Costs Fell 100x. Tri Dao Says There's Another 10x — and NVIDIA's 90% Won't HoldHost Jacob EffronThe FlashAttention author and Together AI chief scientist on why hardware portability is a myth, how Claude Code made him 1.5x faster, and why workloads will split the chip market.Infrastructure & deploymentInferenceAI cost & performance+3
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Cognitive Revolution "How AI Changes Everything"· Sep 6, 2025PodcastNothing This Summer Jumped the Curve: Why Zvi Lengthened His AGI TimelinesHost Nathan LabenzOn his tenth visit to The Cognitive Revolution, Zvi Mowshowitz argues that GPT-5 and IMO gold stayed on trend, while chip policy, energy, and reinforcement learning nudged his p(doom) slightly up.Security & safetyAGI TimelinesSafety & governance+3
7 slides15:26EN
Matthew Berman· Sep 4, 2025September 2025 AI News: xAI Litigation, Microsoft Models, Anthropic and Medical ResearchMatthew Berman · Forward FutureMatthew Berman reviews model releases, company funding, an antitrust ruling, robot demos and a study of subtle movement in brain-injured patients.AI researchAI in healthcareFoundation Models+2
1:51:39EN
Cognitive Revolution "How AI Changes Everything"· Sep 3, 2025PodcastA native ad engine for AI—and the questions it cannot dodgeHost Nathan LabenzRyan Hudson, who sold Honey to PayPal for $4 billion, joins Nathan Labenz to explain ZeroClick’s bet on paid inference-time ads, and the societal incentives he has not yet had to confront.Enterprise & strategyAI in sales & marketingProduct Strategy+3
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