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OpenAI Dots: Memory, $500 AI and the Cost of Control
OpenAI Dots, $500 AI, Nvidia safety and vendor dependence. Oscar and Matt discuss memory, coding, error budgets and agent autonomy within real boundaries.
Episode detailsAnthropic CEO Dario Amodei says AI capabilities are advancing too quickly for safeguards to keep up. Anthropic now says it will place permanent third-party evaluators inside the company with desks, badges, laptops, access broadly comparable to internal risk teams, and a contractual right to publish important findings.
OpenAI CEO Sam Altman says OpenAI will adopt the same employee-like access model, with details to come. Elon Musk said “Dario is right,” but did not commit xAI to the program.
Amodei calls the approach “pacing the frontier.” He is not proposing an end to model training. His plan combines embedded evaluators, common standards among AI companies in democratic countries, and eventual international coordination.
Oscar and Matt ask what makes this more than a voluntary promise: who selects and pays the evaluators, what can they inspect, what can a lab redact, and can the evaluators publish findings which hurt the company?
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VallySeed production
OpenAI Dots, $500 AI, Nvidia safety and vendor dependence. Oscar and Matt discuss memory, coding, error budgets and agent autonomy within real boundaries.
Episode details
VallySeed production
Oscar and Matt examine Jev's typed AI decisions, new AI safety disclosures, Archify and Iteris, and whether specialist models can outlast general-purpose LLMs.
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VallySeed production
Oscar and Matt explore the post-model world: task-specific harnesses, proprietary evaluation data, model provenance, Quasar 438B, and agent governance.
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