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Unsupervised Learning: With Jacob Effron· Dec 15, 2025PodcastA Two-Second Vote Is Training Models to Be ClickbaitHost Jacob EffronSurge AI CEO Edwin Chen tells Redpoint why LMArena rewards length and emojis, how one lab's models got worse for a year, and why frontier labs are no longer on the same path.
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Matthew Berman· Dec 15, 2025Training a GPT-OSS 2048 Strategy With Verifiable RewardsMatthew Berman · Forward FutureMatthew Berman walks through a local Unsloth notebook, reward checks and one 2048 training run on an RTX 5090.
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Cognitive Revolution "How AI Changes Everything"· Dec 14, 2025PodcastOne ChatGPT query is a second in the microwaveHost Nathan LabenzAndy Masley walks Nathan Labenz through the energy and water math of AI, from a single prompt to an 80-gigawatt buildout.
15:01ENMatthew Berman· Dec 13, 2025AI News in December 2025: Disney, DeepSeek, Runway and MetaMatthew Berman · Forward FutureMatthew Berman reviews an OpenAI licensing deal, reports about AI chips and Meta’s model strategy, video generation, and Rivian’s autonomy plans.
1:58ENMatthew Berman· Dec 12, 2025GPT-5.2 at Launch: Benchmark Results, Demos and API PricingMatthew Berman · Forward FutureMatthew Berman reviews OpenAI’s December 2025 announcement, highlighting selected evaluations, product demos and the cost increase over GPT-5.1.
57:37ENUnsupervised Learning: With Jacob Effron· Dec 10, 2025PodcastThe hot-swap era for models is over, OpenAI's enterprise product chief saysHost Jacob EffronOlivier Godement on GPT-5.1, Codex, enterprise harnesses, and the three practices that actually make AI land inside large companies.
14:53ENMatthew Berman· Dec 9, 2025Matthew Berman on Federal AI Regulation and the Debate Over State RulesMatthew Berman · Forward FutureBerman examines the Trump administration’s 2025 proposal for a national AI framework, weighing startup compliance costs, state authority and the limits of preemption.
9:41ENMatthew Berman· Dec 9, 2025AI News in December 2025: Devstral 2, Agent Standards and Data-Center PowerMatthew Berman · Forward FutureMatthew Berman discusses model-release predictions, open agent infrastructure and ideas for powering terrestrial and space-based computing.
1:32:38ENCognitive Revolution "How AI Changes Everything"· Dec 6, 2025PodcastPolish Is 1% of Frontier Training Data, So Poland Built Its Own ModelHost Nathan LabenzMarek Kozlowski of Poland's National Information Processing Institute explains how PLLuM uses language adaptation, organic instructions, and on-prem small models to keep a mid-size country in control of its AI.
1:09:48ENUnsupervised Learning: With Jacob Effron· Dec 5, 2025PodcastChina's AI Labs Went From 15 to Six. The Compute Gap Is 15-to-1.Host Jacob EffronJordan Schneider tells Unsupervised Learning that Chinese models were a private-capital story, that Beijing still thinks in hardware, and that the West's real edge is chips it can serve — not a state master plan.
7:14ENMatthew Berman· Dec 4, 2025AWS AgentCore Adds Policy Controls, Evaluations and Episodic MemoryMatthew Berman · Forward FutureMatthew Berman examines AWS’s December 2025 agent-platform announcements and the enterprise problems they aim to address.
1:25:54ENCognitive Revolution "How AI Changes Everything"· Dec 3, 2025PodcastHours after training ends, Z.ai puts the weights on the internetHost Nathan LabenzZixuan Li of Z.ai tells ChinaTalk how a Chinese lab ships GLM, treats open weights as a ticket into Western ecosystems, and still sees itself as an upstart.
42:06ENUnsupervised Learning: With Jacob Effron· Dec 2, 2025PodcastAfter SWE-bench Hits 80.9%, Dianne Na Penn Reckons with Opus 4.5Host Jacob EffronAnthropic’s head of product for research on computer use, deceptive token prices, thin harnesses, and why alignment makes a model a better thinker.
7:49ENMatthew Berman· Dec 2, 2025DeepSeek V3.2: Reasoning, Sparse Attention and Agent TrainingMatthew Berman · Forward FutureMatthew Berman examines DeepSeek’s December 2025 model release, its benchmark results and the techniques used to improve long-context efficiency and tool use.
1:13:24ENCognitive Revolution "How AI Changes Everything"· Nov 30, 2025PodcastRed Teams Still Land 25% of Attacks. Insurance Is the Brake.Host Nathan LabenzAI Underwriting Company co-founders Rune Kvist and Rajiv Dattani tell Nathan Labenz how standards, audits, and insurance could unlock enterprise agents without waiting for a nuclear-style freeze.
50:08ENCognitive Revolution "How AI Changes Everything"· Nov 27, 2025Podcast1Mind's AI Superhuman Now Sources 76% of the PipelineHost Nathan LabenzAmanda Kahlow tells Zapier CEO Wade Foster why she tore up the sales org — and why a face on an agent is mostly a trick to get buyers talking.
19:31ENMatthew Berman· Nov 26, 2025Figure 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.
1:04:50ENCognitive Revolution "How AI Changes Everything"· Nov 25, 2025PodcastUseful 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· Nov 25, 2025Matthew 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.
10:27ENMatthew Berman· Nov 24, 2025Claude 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.
17:51ENMatthew Berman· Nov 22, 2025Gemini 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.
1:41:34ENCognitive Revolution "How AI Changes Everything"· Nov 20, 2025PodcastChat 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.
12:47ENMatthew Berman· Nov 20, 2025Gemini 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.
11:56ENMatthew Berman· Nov 18, 2025Gemini 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.Load moreShowing 24 of 1,560