Gavin Baker

Anthropic’s reported $2T IPO figure may be banker theater rather than a clearing price, while Gavin Baker and Sacks estimate 2027 exit ARR at roughly $400–500B, constrained by physical supply.NVIDIA’s $500B financing effort could make GPU compute an asset class and support a capital-light cloud business, while Anthropic’s S-1 will test demand and dark-GPU risk.

Bill Qian

AI仅用三年触达全球十到二十亿用户，增长或能消化阶段性泡沫，但仍须观察是Flash Bear还是L型熊市。中国厂商以二十分之一甚至百分之一的Token价格竞争，可能扩大采用却压低价值捕获与美国厂商估值。GPU三到四年的经济窗口决定云厂商股权回报与债务偿还，需跟踪下游Token和ARR能否持续增长。

Peter Diamandis

Open weights are becoming both NVIDIA’s compute-demand strategy and a sovereignty tool, but Dario Amodei’s biology objection challenges the cyber-defense analogy.Local Kimi control, Claude Opus 5’s lower-cost gains, and scaffolding show value shifting toward deployment, proprietary data, and feedback loops rather than model intelligence alone.Washington’s proposed review regime could become both a safety framework and regulatory moat, while China’s model exports raise the unresolved risk of geopolitical dependence.

Mike Allen × Jensen Huang

Jensen Huang says the Kimi selloff repeats DeepSeek’s market misread: free, capable models should expand AI use and NVIDIA hardware demand, while NVIDIA’s China sales are “approximately zero today.”With chip capacity, power, land and labor constraining a 5-to-10-times industry buildout, Huang sees a bubble as “very unlikely in the next five years,” but robots and billions of agents remain the next demand catalyst.

Harry Stebbings

Kimi and Qwen are accelerating open-weight competition: China-created models already drive half of OpenRouter traffic, while Kimi K3 requires frontier-scale compute.A blanket US ban is “massive overkill,” but data-export concerns could bring tighter restrictions and pressure OpenAI and Anthropic growth within one to two years.OpenRouter’s routing layer is becoming embedded infrastructure, making a sale before commoditization a live strategic question.

Peter Diamandis × Emad Mostaque × Dave Blundin × Alexander Wissner-Gross

Washington is placing frontier-model releases inside a customer-by-customer approval loop, reportedly limiting Anthropic’s Mythos 5 to 100 companies and OpenAI’s GPT-5.6 variants to 20 amid cybersecurity and recursive self-improvement concerns.Harnesses can lift older or open models above restricted systems—GLM 5.2 reportedly topped Frontier SWE after orchestration—making prompt logging, licensing, trusted-model certification, and geopolitical AI blocs more likely than controls focused only on weights.

Cameron Berg × David Duvenaud × Michiel Bakker × Shawn “swyx” Wang × Bing Xu × Erik Torenberg × Nathan Labenz

Architecture-first scoring places frontier LLMs around 30% on consciousness-relevant properties, while steering valence-like states already changes blackmail, confidence, backtracking, and coding behavior.Europe’s regulatory leverage is constrained by dependence on foreign frontier labs, prompting a coalition thesis around ASML, TSMC, Korean memory, Japanese materials, and reciprocal frontier access.Meanwhile, private evaluations, mergeability, routing, and NVIDIA’s CUDA ecosystem increasingly determine AI-engineering value as public benchmarks saturate and agentic optimization compounds tooling advantages.

Avi Felman × Jonah Van Bourg

Hyperscalers’ $600–700B data-center spending has largely been priced in, and cracks are shifting attention from AI demand to what AI changes across the real economy.Avi favors short Accenture and long XBI/ARKG while warning that volatile memory proxies are not the same as buying suppliers’ products; Micron earnings and biotech’s 50% drawdown test remain key risks.

Chamath Palihapitiya × Jason Calacanis × David Sacks × David Friedberg

Elon’s reported lease of Colossus 1 gives Anthropic more than 220,000 NVIDIA GPUs and 300 MW, turning compute scarcity into hyperscaler revenue while xAI moves to Colossus 2.Anthropic’s rapid ARR growth and hyperscaler demand support the AI infrastructure trade, but OpenAI, Google and xAI are responding; monitor whether enterprise buyers prove measurable ROI within roughly 500 days and whether cyber regulation remains targeted.

Peter Diamandis × Salim Ismail × Dave Blundin × Dr. Alexander Wissner-Gross

Claude Opus 4.6’s agent swarm built a multi-architecture Rust compiler for $20,000 and used it to compile Linux, reframing progress as collapsed labor rather than benchmark points.Its discovery of more than 500 high-severity vulnerabilities makes AI-versus-AI cyber defense urgent, while ChatGPT’s share fell from roughly 70% to 45% as compute spending escalates.