Anastasios: Kimi K3 beat US closed models, violating Chinese distillation narrative
Kimi K3 (27T params) beat best US closed models on frontend coding tasks, proving Chinese labs are innovating beyond distillation; shifts scientific hegemony narrative and open so…
Anastasios: Thinking Machines will become $100B+ US open source champion
Strong proponent of Thinking Machines; believes US will produce at least one multi-hundred-billion to trillion dollar open source company; Inkling v0 achieved #1 US open source in…
Anastasios: Mistral pursuing sustainable open source + services model
Mistral is executing well on open source business model combining revenue share with inference providers and deployed engineer services for enterprise AI modernization.
Anastasios: Etched innovating in US chip ecosystem, national security priority
Etched is a new US chip company innovating to keep Nvidia/TSMC ecosystem ahead; US government should protect and grow this semiconductor supply chain as national security necessit…
Sam Altman's lobbying power may drive US restrictions on Chinese open models
Sam Altman is the best politician in tech and will coalesce investors to lobby for restrictions on Chinese models to protect US labs; OpenAI not ready to IPO this year due to inte…
Nvidia benefits from open source proliferation and enterprise AI adoption
Open source models drive more training and fine-tuning on GPUs, increasing Nvidia's TAM; Jensen's pro-open-source letter is both patriotic and self-serving; enterprise AI adoption…
Anastasios: Enterprises demanding removal of Qwen from US stacks due to sovereignty
Fortune 50 enterprises are actively requiring US vendors to replace Qwen with American models due to regulatory/sovereignty concerns, creating tailwind for US open source alternat…
Anastasios & Harry: Poolside among top 5 US open source contenders
Poolside listed as one of five American open source contenders (along with RC, Reflection, Mistral, Thinking Machines, Google, Nvidia); Harry was impressed by their Laguna model.
Anastasios highlights Gemma's efficiency on performance-per-dollar Pareto frontier
Google's Gemma open-source model achieves strong performance-per-cost efficiency, placing it on the Pareto frontier of Arena's leaderboards, signaling competitive open-source capa…
Anastasios: Anthropic generating FCF, best positioned for IPO this year
Anthropic has hockey-stick revenue growth, generating free cash flow, and appears better prepared for IPO than OpenAI (possibly as soon as October); high inference margins will fa…
Anastasios: OpenAI not ready for IPO, faces open source disruption risk
OpenAI has internal discussions suggesting it's not ready to IPO this year; if open models beat Opus 5 or GPT-5 across categories, it would be a major business risk for their publ…
75+ Neolabs exist, 2/3 will be worth zero; sustainable business model now required
Market has become P&L driven; creating a model is old news; need hypergrowth revenue ($4B+ in 2-3 years to justify $10B valuation); zero-revenue $3B valuations rely on team acquih…
Anastasios predicts Mistral will do great and become a public company
Mistral is positioned to succeed as a European open-source AI leader and eventually go public, benefiting from the growing enterprise demand for sovereign, deployable models.
Anastasios calls Mercor a generational revenue-ramp company in booming data market
Mercor is a standout in the data labeling market, which the guest projects will reach $100B-$1T by 2030 as a scaling complement to AI model growth, with data being less commoditiz…
Anastasios says Scale AI still crushing despite fractional acqui-hire
Scale AI continues to ramp revenue aggressively even after its fractional acqui-hire, demonstrating the durability of the data labeling market as a scaling complement to AI model…
Arena is the central AI evaluation platform with organic flywheel from 30M monthly knowledge-worker users; past $100M ARR growing fast; building guardian models for agent safety.
Fireworks at mid-30s margins, inference layer faces terminal value questions
Inference providers reselling tokens/GPUs have tough terminal value - why pay more than electricity cost? Margin structure must support public company; Fireworks at 30% margins vs…
Anastasios & Harry: Harvey CEO admits model labs are biggest competitive threat
Frontier model providers (OpenAI, Anthropic) will move up application layer to avoid commoditization, directly threatening vertical AI apps like Harvey in legal; Harvey CEO confir…
Anastasios: Salesforce will thrive, SaaS apocalypse overstated due to entrenchment
Salesforce has strong AI strategy and deep enterprise entrenchment (data, network effects) making it resilient; SaaS disruption is overstated because replicating incumbent moats i…
Anastasios: Nvidia leads $10T race, enterprise AI will 10x demand
Nvidia has the best chip ecosystem and benefits from open source proliferation driving more training/fine-tuning; export controls protect its moat; enterprise adoption will reliab…
Korean memory stocks down 40%, market realizing overinflation without demand destruction
SK Hynix and Samsung crashed ~40% on realization of overinflation; no destabilizing factor in AI demand suggests this is valuation reset not demand destruction; bonuses paid befor…