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1:39:17ENAI Already Beats the Median Lawyer. Top Firms Bought the Tools and Left Them UnusedHost Nathan LabenzKevin Frazier and Alan Rozenshtein walk through how frontier models are changing legal practice, why billable hours stall adoption, and which new rights and government limits they want next.
14:44ENKimi K2.5: Visual Coding, Agent Swarms, Benchmarks and Local DeploymentMatthew Berman · Forward FutureMatthew Berman examines Moonshot AI’s multimodal open-weight model, its parallel-agent demonstrations and the practical costs of running it.
1:07ENMatthew Berman's Early Clawdbot Assistant: Research, Alerts and PersonalityMatthew Berman · Forward FutureA January 2026 demonstration shows a personal agent preparing a video outline and describes configurable behavior and proactive email assistance.
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.
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.
1:08ENWill 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.
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.
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.
1:02ENA 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.
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.
1:40:51ENReasoning Models Just Made the Other 80–90% of Enterprise Data UsableHost Nathan LabenzSnowflake VP of AI Baris Gultekin on text-to-SQL, RAG, agent design, and why inference has to run next to governed data.
1:02ENA Chemist's Attempt to Recreate Coca-Cola's FlavorMatthew Berman · Forward FutureMatthew Berman walks through a YouTuber's yearlong attempt to reproduce Coca-Cola. A convincing flavor approximation would not establish that the company's secret formula has been disclosed.
10:16ENMatthew Berman Reviews Disclosures in the Musk–OpenAI LawsuitMatthew Berman · Forward FutureEmails, messages and journal excerpts illuminate disputes over OpenAI’s early direction and the 2023 leadership crisis, while the underlying legal claims remain contested.
1:12ENSAM Audio: Separating a Voice from a Noisy VideoMatthew Berman · Forward FutureIn a Meta-partnered demonstration, Matthew Berman isolates a speaker’s voice and plays the remaining background sound.
1:28ENA Reported Cutoff of xAI's Claude Access Through CursorMatthew Berman · Forward FutureMatthew Berman discusses a report that xAI developers lost Claude access through Cursor and speculates about the competitive motives.
1:30ENAn AI-Generated Proof for Erdős Problem 397Matthew Berman · Forward FutureMatthew Berman discusses Neel Somani's GPT-5.2 Pro-assisted proof and speculates about self-improving AI. Later research found that the problem already had a published human solution.
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