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▶ 1:36 · AI Infrastructure · GPU compute availability in 2026 rounds to zero, driving aggressive compute procurement

episode shorts · 3

His engineer went to sleep. AI finished the project. | OpenAI's…

OpenAI's Greg Brockman: There's no wall. Scaling laws just keep…

How much compute should we buy? "All of it" — Greg Brockman, O…

now playing · AI Infrastructure

AI Infrastructuretailwindscore 9/10greg brockman

GPU compute availability in 2026 rounds to zero, driving aggressive compute procurement

Compute is the hard constraint for AI scaling: AWS's Matt Garman indicates GPU availability in 2026 rounds to zero, and OpenAI is constantly hunting for more compute because demand for inte…

AI Coding Agentstailwindscore 9/10greg brockman

Agentic coding tools shifted from writing 20% to 80% of code in months, enabling solopreneur-scale businesses

Coding agents like Codex have rapidly moved from side tools to primary development drivers, writing 80% of code and enabling individuals to build complex systems (e.g., a systems engineer w…

Enterprise AI Adoptiontailwindscore 8/10greg brockman

OpenAI vertically integrating AI agents into finance, sales, IT with dedicated teams building domain-specific skills

OpenAI is deploying agents internally across functions (finance, sales, IT) via dedicated teams that deeply understand each domain, build custom skills, and modify the Codex UI — then exter…

Cybersecuritytailwindscore 7/10greg brockman

AI models powerful at finding security holes, enabling end-to-end red teaming and internet-wide security upgrade

Frontier models can scan codebases and perform end-to-end red teaming, turning security into an AI-augmented discipline. OpenAI is leveraging trusted access programs and the defender commun…

AI Safety & Alignmentmixedscore 7/10greg brockman

Trusted access programs and mitigations balancing broad deployment with cyber/biosecurity risks

OpenAI is expanding trusted access programs for cybersecurity and biosecurity, using community red-teaming and observability to mitigate risks while maximizing beneficial deployment. This c…

AI Drug Discoverytailwindscore 8/10greg brockman

AI achieving physics breakthroughs thought impossible, with biology renaissance expected within a year

OpenAI models have produced physics formulas that serious physicists deemed impossible, marking steps toward quantum gravity. Biology is next: having learned to handle messy reality in soft…

←

▶ 1:36 · AI Infrastructure · GPU compute availability in 2026 rounds to zero, driving aggressive compute procurement

episode shorts · 3

His engineer went to sleep. AI finished the project. | OpenAI's…

OpenAI's Greg Brockman: There's no wall. Scaling laws just keep…

How much compute should we buy? "All of it" — Greg Brockman, O…

now playing · AI Infrastructure

AI Infrastructuretailwindscore 9/10greg brockman

GPU compute availability in 2026 rounds to zero, driving aggressive compute procurement

Compute is the hard constraint for AI scaling: AWS's Matt Garman indicates GPU availability in 2026 rounds to zero, and OpenAI is constantly hunting for more compute because demand for inte…

AI Coding Agentstailwindscore 9/10greg brockman

Agentic coding tools shifted from writing 20% to 80% of code in months, enabling solopreneur-scale businesses

Coding agents like Codex have rapidly moved from side tools to primary development drivers, writing 80% of code and enabling individuals to build complex systems (e.g., a systems engineer w…

Enterprise AI Adoptiontailwindscore 8/10greg brockman

OpenAI vertically integrating AI agents into finance, sales, IT with dedicated teams building domain-specific skills

OpenAI is deploying agents internally across functions (finance, sales, IT) via dedicated teams that deeply understand each domain, build custom skills, and modify the Codex UI — then exter…

Cybersecuritytailwindscore 7/10greg brockman

AI models powerful at finding security holes, enabling end-to-end red teaming and internet-wide security upgrade

Frontier models can scan codebases and perform end-to-end red teaming, turning security into an AI-augmented discipline. OpenAI is leveraging trusted access programs and the defender commun…

AI Safety & Alignmentmixedscore 7/10greg brockman

Trusted access programs and mitigations balancing broad deployment with cyber/biosecurity risks

OpenAI is expanding trusted access programs for cybersecurity and biosecurity, using community red-teaming and observability to mitigate risks while maximizing beneficial deployment. This c…

AI Drug Discoverytailwindscore 8/10greg brockman

AI achieving physics breakthroughs thought impossible, with biology renaissance expected within a year

OpenAI models have produced physics formulas that serious physicists deemed impossible, marking steps toward quantum gravity. Biology is next: having learned to handle messy reality in soft…