
Mike Fiuk
9.1K posts

Mike Fiuk
@MLFiuk
CEO @ Aformic | husband | alum @harvardHBS @westpoint_USMA | all views my own


Cursor is raising at a $50 billion valuation on the claim that its “in-house models generate more code than almost any other LLMs in the world.” Less than 24 hours after launching Composer 2, a developer found the model ID in the API response: kimi-k2p5-rl-0317-s515-fast. That’s Moonshot AI’s Kimi K2.5 with reinforcement learning appended. A developer named Fynn was testing Cursor’s OpenAI-compatible base URL when the identifier leaked through the response headers. Moonshot’s head of pretraining, Yulun Du, confirmed on X that the tokenizer is identical to Kimi’s and questioned Cursor’s license compliance. Two other Moonshot employees posted confirmations. All three posts have since been deleted. This is the second time. When Cursor launched Composer 1 in October 2025, users across multiple countries reported the model spontaneously switching its inner monologue to Chinese mid-session. Kenneth Auchenberg, a partner at Alley Corp, posted a screenshot calling it a smoking gun. KR-Asia and 36Kr confirmed both Cursor and Windsurf were running fine-tuned Chinese open-weight models underneath. Cursor never disclosed what Composer 1 was built on. They shipped Composer 1.5 in February and moved on. The pattern: take a Chinese open-weight model, run RL on coding tasks, ship it as a proprietary breakthrough, publish a cost-performance chart comparing yourself against Opus 4.6 and GPT-5.4 without disclosing that your base model was free, then raise another round. That chart from the Composer 2 announcement deserves its own paragraph. Cursor plotted Composer 2 against frontier models on a price-vs-quality axis to argue they’d hit a superior tradeoff. What the chart doesn’t show is that Anthropic and OpenAI trained their models from scratch. Cursor took an open-weight model that Moonshot spent hundreds of millions developing, ran RL on top, and presented the output as evidence of in-house research. That’s margin arbitrage on someone else’s R&D dressed up as a benchmark slide. The license makes this more than an attribution oversight. Kimi K2.5 ships under a Modified MIT License with one clause designed for exactly this scenario: if your product exceeds $20 million in monthly revenue, you must prominently display “Kimi K2.5” on the user interface. Cursor’s ARR crossed $2 billion in February. That’s roughly $167 million per month, 8x the threshold. The clause covers derivative works explicitly. Cursor is valued at $29.3 billion and raising at $50 billion. Moonshot’s last reported valuation was $4.3 billion. The company worth 12x more took the smaller company’s model and shipped it as proprietary technology to justify a valuation built on the frontier lab narrative. Three Composer releases in five months. Composer 1 caught speaking Chinese. Composer 2 caught with a Kimi model ID in the API. A P0 incident this year. And a benchmark chart that compares an RL fine-tune against models requiring billions in training compute without disclosing the base was free. The question for investors in the $50 billion round: what exactly are you buying? A VS Code fork with strong distribution, or a frontier research lab? The model ID in the API answers that. If Moonshot doesn’t enforce this license against a company generating $2 billion annually from a derivative of their model, the attribution clause becomes decoration for every future open-weight release. Every AI lab watching this is running the same math: why open-source your model if companies with better distribution can strip attribution, call it proprietary, and raise at 12x your valuation? kimi-k2p5-rl-0317-s515-fast is the most expensive model ID leak in the history of AI licensing.






Coffee lovers need this, super useful!😍

Mobilize by Palantir CTO Shyam Sankar and Defense Lead Madeline Hart is out. America is in an undeclared state of emergency. Mobilize is a bold call to arms—to resurrect our industrial base and win the defense technology race that will define the twenty-first century.





It is time to Reindustrialize America.


For some reason, tech people -- and ONLY tech people -- mispronounce Xi Jinping's name as "Zhee". So I think I'm going to start calling xAI "Zhai".



. You thought I was joking about Reindustrializing America. I was not. Tune in March 20th for the the start - not the end - of the largest private Marshall plan ever devised. Alabama and F4 is the start. Winning the Production war is the end.

@Sam_Badawi Damn. Well done. It’s too bad Anduril decided to be another company that desires a late IPO, similar to Anthropic and SpaceX, so that private equity can enrich themselves far more than retail on the backs of public hype and liquidity.




We've been working to bring something big to The Shoals, and now, it's time. On March 20th, we'll be launching our newest facility - Factory 4 - in Alabama. Expect: • 2.25M sq ft of manufacturing • 1,000+ jobs created • $2B in Private/Public investment • Remarks from @SenKatieBritt, @SenTuberville, @RepMikeRogersAL, @Robert_Aderholt and other senior officials • A private concert from our favorite rock band of all time, local BBQ, and the best entertainment Alabama has to offer Building for America is worth celebrating. Apply for an invite here, spots limited → HadrianAlabama.com









"More rounds sir." -response from HIMARS battery commander when GEN Caine asked her what he and the Secretary could provide











