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1:01:41ENWhat Business Payments Reveal About OpenAI and Anthropic: Ara Kharazian on Ramp's AI IndexMatthew Berman, Ara Kharazian · Forward FutureRamp's chief economist explains what company purchases can reveal about AI adoption, model spending and the competition between providers—and what the data cannot show.
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.
1:33ENOpenAI’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.
40:32ENMark Chen on GPT-5, Synthetic Data and the Future of AI ResearchMatthew Berman, Mark Chen · Forward FutureOpenAI’s head of research discusses training, agents, open-weight releases and evaluation with Matthew Berman in August 2025.
10:20ENMeta’s Superintelligence Labs and the Fight for AI ResearchersMatthew Berman, Sam Altman · Forward FutureMatthew Berman traces Meta’s 2025 investment in Scale AI, its recruitment from rival labs, and OpenAI’s response. The video’s claims about customer data and signing bonuses need important qualifications.
13:04ENDeep Research, AI Takeoff and the Limits of Early ReactionsMatthew Berman, Sam Altman · Forward FutureMatthew Berman surveys February 2025 reactions to OpenAI’s research agent and argues that reasoning and tools could accelerate AI progress.
21:21ENOpenAI o1’s 2024 Launch: Reasoning Benchmarks and Early TestsMatthew Berman · Forward FutureMatthew Berman reviews o1-preview and o1-mini, OpenAI’s reported evaluations, and his own early coding experiments.
24:06ENOpenAI’s 2023 Board Crisis: Helen Toner’s Account and the Governance DebateMatthew Berman, Helen Toner · Forward FutureMatthew Berman examines a former director’s allegations, a subsequent review and competing views on AI safety oversight.
22:17ENQ* Rumors, Energy-Based Models, and Research on ReasoningMatthew Berman, Yann Lecun · Forward FutureMatthew Berman examines an anonymous, unverified account of Q* and compares its ideas with published research on teaching language models to reason.









