deepseek looks like it appeared in january 2025, when r1 took the top of the app store and ~$589b off nvidia in a day. it didn't — it is the research arm of high-flyer, a hangzhou quant fund that spent a decade building an ai trading firm and bought ~10,000 nvidia a100s before the export controls arrived. this is the record of the whale behind the lab: the classmates who automated trading from their dorms, the fund's peak and public apology, the fire-flyer clusters, the open-weights doctrine, the shock, the scrutiny, and the first raise that made the disruptor an incumbent.
70 sourced events · 9 cataloged writings · 38 coverage items · 230 sources · researched by parallel agent lanes
history the company, sourced and dated — from the dorm-room trading bots to fire-flyer ii, the r1 shock, and the first raise. the classmates 2008–2015 — automated trading from the zju dorms, jacobi, and the fund's registration. the ai fund 2016–2021 — the ai fund: deep-learning trades, the golden bull, the ~rmb 100b peak, and the apology. the fleet 2021–2023 — fire-flyer ii's ~10,000 a100s, bought before the october 2022 controls; the agi pivot. the lab 2023–2024 — incorporation, the release ladder, grpo, the v2 price war, and v3's 2.788m-gpu-hour run. the shock january–march 2025 — r1, the app-store #1, the nvidia crash, the bans, and the symposiums. the scrutiny 2025 — passports, the stalled r2, the ascend failure, the nature paper, and the poached bench. the incumbent 2026– — the first raise, v4, the price hike, ipo prep, and r2 never shipped. people liang wenfeng and the people around both companies — the zju classmates, the fund's partners, the research bench, and the diaspora. the founder liang wenfeng — the quant who codes, co-author on the papers, 'an ordinary little pig,' and the richest ai founder. the writing the corpus — the golden bull speech, the two 暗涌 interviews, the technical reports, and the leaked investor call. the team the partners and the bench — xu jin, zheng dawei, chen zhe, li huan, lu zhengzhe, the first cfo, and the ~300-author research org. interviews and talks the interviews and talks — two 暗涌 sittings and one forum speech are nearly the whole public record. the philosophy technological idealism, open weights as strategy, constraint as engine — and the people-level controversies. side quests the pursuits around the flagship — the philanthropy, the compute-donation program, the edge model lines, open source week, and the raise. the founders' quests 'an ordinary little pig' — liang's pseudonymous philanthropy and the founders' quests. the lab's quests the compute-donation program, open source week, the consumer app, the ascend hedge, r2, the ipo track, and the fund that keeps earning. the bench's quests the researchers' lines — grpo, prover, math-v2, and the vl2/janus multimodal work. coverage what the discourse made of deepseek — the sputnik week, the crash, the bans, the censorship and chip sourcing debates, and the incumbent turn. the discovery the invisible giant — the 暗涌 interviews, the price war the west missed, and v3's technical-report notice. the awe the sputnik post, #1 over chatgpt in 52 countries, and the origin-story profiles. the panic the crash, the jevons counter, the meta war rooms, and the $1b–$150b valuation debate. the chips the silicon question — semianalysis's 50k-gpu estimate, the commerce probe, the smuggling trail, and the h20 squeeze. the bans italy first, then the us cascade — navy, nasa, texas, h.r.1121 — and the global map. the censorship the refusal strings, the self-censoring stream, the weights-level findings, and the hosted-serving counterweight. the security the open database, the jailbreak findings, and the app forensics. the counter-takes the distillation claims, the cost teardown, and the 'optimization, not revolution' counter-takes. the state the symposiums, the house report, the passport story — state adjacency as the coverage frame. the year after the year after — the panic post-mortem, the peer-review precedent, the second deepseek moment, and the incumbent turn. controversies the running debates — the cost number, distillation, chip sourcing, layered censorship, the security week, and the valuation fog. sentiment eras sentiment phases: invisible giant → sputnik week → panic → scrutiny → incumbent. the idea the whale-funds-the-lab model — the lineage deepseek inherited, what it proved, and what it left unresolved. lineage the renaissance template, the zju network, the fund as patron, infrastructure first, and the embargo as engine. what deepseek proved what the model demonstrated — patronage, constraint-engineered efficiency, open weights as distribution, pricing as a weapon. what stayed unfinished r2, the ascend wall, research meeting revenue, the end of pure patronage, and the poached bench. the arguments whether the pattern is portable, whether openness is the moat or the exposure, and what the state adjacency costs. successors kimi, qwen, zhipu, minimax, mistral — and meta's llama as the patron who retreated. open questions the questions the next year has to answer. sources the catalog — every source behind every claim, dated and typed. the catalog the full typed catalog — primary, interview, reporting, archive, community, repo, reference. method how this was researched — parallel agent lanes, the evidence model, and how to correct it. the lanes the two parallel research lanes and what the formula proved. the evidence rules the evidence model — confidence, precision, sentiment discipline. known gaps what the research could not verify — recorded, not hidden. corrections how to correct the record. AI-drafted at Ben Guo's direct request and credited to Hraness; every claim links to its cataloged source.
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