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1:20ENLTX-2 Brings Open-Weight Audio and Video Generation to Local WorkflowsMatthew Berman · Forward FutureMatthew Berman discusses NVIDIA’s ComfyUI demonstration, creative controls and the prospects for locally generated video.
1:06:37ENLegora CEO Max Junestrand on Legal AI, Growth and CompetitionGuest Max Junestrand · Host Harry StebbingsThe founder discusses enterprise adoption, model choices and pricing, as well as his predictions for legal work and the structure of the market.
21:12ENClawdbot as a Personal AI Assistant: Workflows, Costs and RisksMatthew Berman · Forward FutureMatthew Berman demonstrates a local agent connected to messaging, cloud services and models, and reports what worked, failed and cost more than expected.
0:24ENMatthew Berman Checks His Clawdbot Token CostsMatthew Berman · Forward FutureA short usage check reveals unexpectedly high model spending over two days.
0:31ENHow AI Changed Stack Overflow’s Role for DevelopersMatthew Berman · Forward FutureMatthew Berman reflects on moving from Stack Overflow to ChatGPT, with context on the site’s acquisition and its partnership with OpenAI.
2:12:31ENMost Caffeine users have no idea they are on a blockchainHost Nathan LabenzDFINITY's Dominic Williams tells Nathan Labenz why a tamper-proof, unstoppable cloud is the right backend for AI that writes software from a chat box.
15:10ENOpenAI’s Drug-Discovery Value Sharing: What Was Proposed and What Remains UnclearMatthew Berman · Forward FutureMatthew Berman examines Sarah Friar’s remarks on licensing, compares research partnerships and considers a speculative future of concentrated AI resources.
2:25:10ENFine-Tuning Isn't Dead — But It Turned a Helpful Model EvilHost Nathan LabenzNathan Labenz on why prompting replaced fine-tuning for most work, what emergent misalignment actually showed, and how he is thinking about jobs, UBI, and AGI.
1:23:12ENVenture Returns, OpenAI Litigation and the Economics of AI GrowthGuest Jason Lemkin, Rory O’Driscoll · Host Harry StebbingsHarry Stebbings, Jason Lemkin and Rory O’Driscoll debate public software prices, research talent, AI advertising and late-stage venture valuations.
0:22ENOpenAI’s 2026 Plan to Test Ads in ChatGPTMatthew Berman · Forward FutureMatthew Berman highlights OpenAI’s planned ad test and a mockup showing a sponsored product beneath a recipe response.
1:08ENWill AI Change What Programmers Do?Matthew Berman · Forward FutureMatthew Berman responds to Ryan Dahl's prediction about writing code and argues that systems thinking will remain important.
39:47ENThe Context at Step 14 Isn't in the CodeLangChain cofounder Harrison Chase on why long-horizon agents finally work—and why traces, harnesses, and first-draft workflows matter more than scaffolding.
18:33ENOpenAI's Revenue, ChatGPT Go and Ads: A 2026 Strategy AnalysisMatthew Berman · Forward FutureMatthew Berman connects OpenAI’s revenue disclosures, a lower-priced subscription and planned advertising to a wider competition for AI users. The financial estimates and market scenarios are distinguished from company disclosures.
1:13:24ENWinston Weinberg on Building Harvey, Enterprise AI and the Art of DealsGuest Winston Weinberg · Host Harry StebbingsHarvey’s co-founder explains how he thinks about founder focus, enterprise adoption, hiring and negotiating while legal AI changes.
2:15ENElon Musk’s OpenAI Lawsuit: Founding Disputes, Discovery and the 2023 Board CrisisMatthew Berman · Forward FutureMatthew Berman discusses documents in the dispute over OpenAI’s structure, including Greg Brockman’s journal and questions about board governance.
2:29:42ENTwelve hooks and thirty files: Daniel Miessler’s personal OS on Claude CodeHost Nathan LabenzThe PAI framework treats scaffolding, not the model, as the product — a goal-centered agent stack that Miessler thinks will decide both knowledge-work automation and the next cybersecurity race.
17:44ENRecursive Language Models: Extending Long-Input Work Beyond a Context WindowMatthew Berman · Forward FutureMatthew Berman examines an MIT research approach that lets language models inspect external text and make sub-calls, along with its benchmark and cost tradeoffs.
1:52:02ENForward Future Live: AI Engineering, Enterprise Agents, Mathematics and AdoptionMatthew Berman, Nick Wentz, Austen Allred, Aaron Levie, Tudor Achim, Ara Kharazian · Forward FutureAusten Allred, Aaron Levie, Tudor Achim and Ara Kharazian join Matthew Berman and Nick Wentz to discuss how AI is changing work and how to measure its use.
1:02ENA Speed-Reading Display That Shows One Word at a TimeMatthew Berman · Forward FutureA short visual demonstration presents words in rapid succession at increasing displayed speeds.
0:57ENClaude Cowork Brings Agentic Desktop Tasks Beyond CodingMatthew Berman · Forward FutureMatthew Berman describes Anthropic’s January 2026 research preview and its potential for organizing files and producing documents.
12:13ENOpenAI’s Cerebras Deal and the Race for Faster AI InferenceMatthew Berman, Andrew Feldman, Greg Brockman · Forward FutureMatthew Berman explains why inference speed and computing capacity matter, while a closer look at the agreement and benchmark puts his 100-times-faster scenario in context.
1:33ENOpenAI’s Cerebras Deal and the Limits of a 100× Speed ClaimMatthew Berman, Andrew Feldman · Forward FutureMatthew Berman discusses OpenAI’s 2026 agreement for Cerebras inference capacity and a speed chart. The contract and comparison require more context than the video’s headline provides.
1:30:52ENAI Financing, Venture Scale and the Risks Behind Growth ValuationsGuest Jason Lemkin, Rory O’Driscoll · Host Harry StebbingsHarry Stebbings, Jason Lemkin and Rory O’Driscoll debate model-provider competition, large venture funds and a proposed wealth tax.
1:00ENGemini Personal Intelligence Connects Google AppsMatthew Berman · Forward FutureMatthew Berman explains a January 2026 Gemini beta and the inbox-to-calendar workflow he hopes to use.
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