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1:14ENMatthew Berman Predicts AI Agents Could Reshape Software InterfacesMatthew Berman · Forward FutureA short reaction to Anthropic's Claude Tag argues that agents could become the primary way people interact with workplace software.
15:03ENClaude Tag and the Risk of Locking Company Context into an AI ProviderMatthew Berman · Forward FutureMatthew Berman examines Anthropic’s Slack-based assistant and argues that shared AI workers could reshape software, competition and control of organizational knowledge.
1:31:56ENWhen AI Builds Itself: Anthropic’s Recursive Improvement Essay and Its LimitsMatthew Berman · Forward FutureMatthew Berman examines Anthropic’s internal coding and research claims, questions its proposed slowdown, and considers what autonomous AI development could mean.
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.
1:36ENWhy Humanoid Robots Can Move Beyond Human LimitsMatthew Berman · Forward FutureMatthew Berman explains why joints that rotate beyond human ranges could help robots work in factories.
2:20:35ENChatGPT Is a Thousand Days Old. Emad Mostaque Says We Have About a Thousand Left.Presenta: Nathan LabenzThe Stability AI founder’s new economics argues that when intelligence is abundant, scarcity-based money and GDP stop making sense.
1:40ENMatthew Berman's More Optimistic Scenario for AI and White-Collar WorkMatthew Berman · Forward FutureBerman contrasts a warning about job losses with a hypothetical example of one worker managing three AI agents.
15:35ENClaude 4 Reactions: Safety Tests, Model Welfare and CodingMatthew Berman · Forward FutureMatthew Berman reviews early reactions to Anthropic’s May 2025 Claude 4 release, from simulated whistleblowing to coding demonstrations and model-welfare research.
1:59:55ENMost People Would Quit Tomorrow: Nathan Labenz Maps AI Utopia and DoomPresenta: Nathan LabenzIn part two of a Cognitive Revolution AMA, Nathan Labenz answers listener questions on abundance, superintelligence, p(doom), machine consciousness, and what to do this week.
27:42ENMatthew Berman on Capital, Human Ambition, and a Possible Post-AGI EconomyMatthew Berman · Forward FutureA speculative essay asks whether advanced AI could make wealth more powerful while reducing the leverage people gain from work. Berman explores its implications for mobility, institutions, and meaning.
2:10ENFive Enterprise AI Predictions for 2025Matthew Berman · Forward FutureMatthew Berman summarizes an Informatica executive’s late-2024 outlook on agents, regulation, workforce skills, return on investment and security.
0:40ENHow Might AI and Robots Change Jobs and Prices?Matthew Berman · Forward FutureMatthew Berman imagines automated production and asks what cheaper goods could mean for the job market.
0:58ENA Withdrawn AI Research Study and Questions About Scientific DiscoveryMatthew Berman · Forward FutureA 2024 video cites an MIT-affiliated preprint that arXiv later withdrew; MIT says its findings should not be relied on.
11:35ENARK Invest’s $24 Trillion Humanoid Robot ScenarioMatthew Berman · Forward FutureMatthew Berman examines the assumptions behind ARK’s 2024 household and manufacturing robotics estimates.
8:39ENFigure 02: A Look at Figure AI’s Humanoid Robot and Its Long-Term AmbitionsMatthew Berman · Forward FutureMatthew Berman examines Figure’s 2024 announcement, from redesigned hands and onboard vision to the company’s ambitions for physical labor and homes.
21:48ENVinod Khosla’s 12 Predictions for Technology and AbundanceMatthew Berman · Forward FutureMatthew Berman responds to a venture capitalist’s vision for 2035–2049, from AI expertise and robots to transportation, energy and climate technology.
1:50:09ENNine Hundred Occupations, Twenty Years, and Still No AI RevolutionPresenta: Nathan LabenzEconomist Robin Hanson tells Cognitive Revolution why each new AI demo looks like the last one, and why wages and headcount are the tests that matter.
5:25ENKwebbelkop's AI Avatar and the Future of Creator WorkMatthew Berman · Forward FutureIn 2023, Matthew Berman considers a YouTuber's experiment with AI-generated videos, creator burnout, audience response, and disclosure.
3:26ENJorge on Hospitality and Making the Office Work at Jane StreetJorge · Jane StreetA New York hospitality team member describes preparing spaces, responding to daily needs and turning staff ideas into services.
1:09:54ENA $100 Doctor Visit and a $1 AI: GPT-4 Was Already Unbundling WorkPresenta: Nathan LabenzBefore GPT-4 launched, Nathan Labenz spent two months making the model play a dozen paid professions, then argued with Erik Torenberg about what that does to jobs, regulation, and white-collar status.
15:37ENAI News in March 2023: Firefly, Gen-2, Bard and Job ExposureMatthew Berman · Forward FutureMatthew Berman reviews early generative media launches, a labor-exposure study and single-image view synthesis.
1:36:29ENSmiling Exhaustion: Inside the Tech Worker Sentiment Survey as AI's Honeymoon FadesPresenta: Lenny RachitskyNoam Segal and Lenny Rachitsky walk through the second annual Tech Worker Sentiment Survey, which captured about 6,000 people in tech and found a workforce split down the middle by AI.
1:44:35ENMarc Andreessen on Why AI Arrives Just in Time, and Why You Should Not Be FungiblePresenta: Lenny RachitskyThe a16z co-founder argues that AI lands in an economy starved of productivity growth and short of workers, and explains how individuals, parents and founders should respond.









