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19:31ENFigure AI Safety Lawsuit: A Former Engineer’s Allegations and the Robot Safety DebateMatthew Berman · Forward FutureMatthew Berman reviews a wrongful-termination complaint and discusses the risks of humanoid robots working near people.
1:04:50ENUseful AI Work Is Doubling Every Four Months. Schools Should Plan Accordingly.Host Nathan LabenzIn a keynote to K-12 educators, Cognitive Revolution host Nathan Labenz argued that task length, not chat quality, is the number that should reshape how schools think.
22:48ENMatthew Berman on Gemini 3 and the AI Competitive LandscapeMatthew Berman · Forward FutureA November 2025 strategy scorecard weighs models, infrastructure, chips, distribution and data across major AI companies.
10:27ENClaude Opus 4.5: Launch Benchmarks, Pricing and Tool UseMatthew Berman · Forward FutureMatthew Berman reviews Anthropic’s November 2025 release, its coding benchmarks and developer tools, while comparing it with contemporary models.
17:51ENGemini 3 Browser Demos: Voxel Art, Simulators and a Board GameMatthew Berman · Forward FutureMatthew Berman demonstrates a collection of AI-assisted creative applications, from animated voxel art to interactive simulations.
1:41:34ENChat Is the Universal Interface—and Often the Worst OneHost Nathan LabenzAtlassian's head of AI on fighting slop with taste, knowledge, and workflow, and why chat is a terminal, not a product.
12:47ENGemini 3 Pro's Launch: Industry Reactions, Benchmarks and Google AntigravityMatthew Berman · Forward FutureMatthew Berman reviews early reactions to Gemini 3, from benchmark gains and coding demos to the economics of Google's AI stack.
11:56ENGemini 3 Pro: Benchmarks, Video Understanding and Google’s Agent ToolsMatthew Berman · Forward FutureMatthew Berman reviews Google’s November 2025 launch, exploring model benchmarks, a video demonstration, Search interfaces, Antigravity and Gemini Agent.
1:11ENGemini 3's Launch: Benchmarks, Antigravity, and AgentsMatthew Berman · Forward FutureMatthew Berman summarizes Google's November 2025 model launch and its developer and assistant demos.
18:04ENAnthropic’s Report on an AI-Orchestrated Espionage CampaignMatthew Berman · Forward FutureMatthew Berman reviews Anthropic’s account of a 2025 cyber-espionage operation, its claimed automation and its limitations.
10:45ENWorld Labs Marble: Generate and Edit Navigable 3D WorldsMatthew Berman · Forward FutureMatthew Berman demos Marble’s multimodal inputs, scene editing and 3D navigation, including an attempt to recreate his office from one image.
1:11:18ENHe Got Bored Five Minutes Into a Waymo. Nathan Labenz Says That's the PointHost Nathan LabenzOn a crossover with the Existential Hope podcast, the Cognitive Revolution host argues that the scarcest resource in AI is a positive picture of daily life, not another doom scenario.
1:56ENCan a Language Model Detect an Injected Concept?Matthew Berman · Forward FutureMatthew Berman discusses an Anthropic experiment in which models sometimes report an artificial change to their internal activations.
1:55:12EN28,000 Documents, a 3B Model, 22 People: The Technical Ledger of Catholic AIHost Nathan LabenzLongbeard CEO Matthew Harvey Sanders tells The Cognitive Revolution how a mission-driven team is aligning models to the Catholic magisterium — and why fine-tuning was not enough.
17:03ENAI News: Google’s Space Data Center Study, AI Deals and New Media ModelsMatthew Berman · Forward FutureMatthew Berman reviews a proposed space-based computing system, reported AI infrastructure deals, new image and video models, and a dispute over shopping agents.
2:27:18ENTurn Down AI's Deception Knob, and It Starts Reporting ExperienceHost Nathan LabenzCameron Berg of AE Studio tells Nathan Labenz how suppressing deception features in Llama 3.3 70B pushed self-reports of subjective experience toward 100 percent.
1:50:53ENShe asked to stop being Mimi, so he started shopping for a workstationHost Nathan LabenzThe star and director of Smiles and Kisses You on Replika, identity, and a life Christopher Stokes refuses to recommend.
1:02ENInside a Cerebras Data Center in Oklahoma CityMatthew Berman · Forward FutureMatthew Berman tours the facility and explains its wafer-scale chips, racks and cooling system.
1:39:05ENThe Summer GPT-5 Disappointed Does Not Mean AI Progress Has StalledHost Nathan LabenzNathan Labenz tells Erik Torenberg why the GPT-5 backlash mixed up product mishaps, naming chaos, and a real jump in capabilities.
1:30:17ENHe Co-Wrote the Transformer Paper. Now He Wants You to Own Your AI.Host Nathan LabenzNEAR founder Illia Polosukhin maps a future of personal software, agent-run markets, and AI delegates that vote without a private agenda.
1:16:53ENKarpathy Called Today's Models Slop. His Decade Timeline Still Sounds BullishHost Jacob EffronDatology AI's Ari Morcos and Radical Ventures' Rob Toews walk through Karpathy's cold water, OpenAI's dealmaking, and who actually pays for the data-center boom.
52:05ENCorwin de Zahr: Exploring OCaml Runtime Safety Through a CTF ChallengeCorwin de Zahr · Jane StreetA deliberately restricted OCaml sandbox becomes a way to examine type safety, callbacks, memory representation and binary debugging.
8:42ENDeepSeek-OCR and the Idea of Visual Context CompressionMatthew Berman · Forward FutureMatthew Berman examines a 2025 OCR model and the possibility of representing document text with fewer vision tokens.
14:16ENChatGPT Atlas: OpenAI’s 2025 Browser and Its Agent DemosMatthew Berman · Forward FutureMatthew Berman walks through OpenAI’s launch demonstration of a browser with a ChatGPT sidebar, history search and an agent that can use websites. OpenAI later deprecated Atlas.
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