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Public dossier section · @ben

sources

This is @ben's profile revision 1. The original date and editorial confidence below are attributed to its publisher, not independent verification.

Original credited author: Hraness

AI-drafted at Ben Guo's direct request and credited to Hraness; every claim links to its cataloged source.

Back to the full profile · Markdown version · Original document

Published text

deepseek: sources

every source cited in the deepseek history, with its date and type.

Original source occurrences

  1. top-16 chinese open-source list · eu.36kr.com · 2025-07 (month) · original ID: src-ci-36kr-chinese-players · Other public citations of this URL

    top-16 chinese open-source list; arena standings

  2. tsarynny: direct path to the prc claim · abcnews.com · 2025-02 (month) · original ID: src-ci-abc-feroot · Other public citations of this URL

    tsarynny: "direct path to the prc" claim

  3. r1 specs: 671b/37b moe, mit license · ai-tldr.dev · 2025-01-20 (day) · original ID: src-ci-ailtdr-r1 · Other public citations of this URL

    r1 specs: 671b/37b moe, mit, aime 79.8, 500+ hf derivatives

  4. multi-model contamination audit · alphaxiv.org · 2026 (year) · original ID: src-ci-alphaxiv-contamination · Other public citations of this URL

    multi-model contamination audit; r1 memorization signature

  5. 7-10 months older… on-trend · darioamodei.com · 2025-01-29 (day) · original ID: src-ci-amodei-essay · Other public citations of this URL

    "7-10 months older… on-trend"; controls more important

  6. obfuscated code→china mobile infra (feroot) · associated press · 2025-02 (month) · original ID: src-ci-ap-chinamobile · Other public citations of this URL

    obfuscated code→china mobile infra (feroot)

  7. bipartisan bill coverage · associated press · 2025-02-07 (day) · original ID: src-ci-ap-deepseek-bill · Other public citations of this URL

    bipartisan bill coverage

  8. 3des hardcoded keys · arstechnica.com · 2025-02-07 (day) · original ID: src-ci-arstechnica-nowsecure · Other public citations of this URL

    3des hardcoded keys; bytedance servers

  9. censorship embedded in base model · doi.org · 2025-05 (month) · original ID: src-ci-arxiv-r1dacted · Other public citations of this URL

    censorship embedded in base model; transfers to distills

  10. v4 tech report: csa/hca, mhc, muon, 32t tokens · arxiv.org · 2026-04-26 (day) · original ID: src-ci-arxiv-v4 · Other public citations of this URL

    v4 tech report: csa/hca, mhc, muon, 32t tokens

  11. inappropriately distilled quote · axios · 2025-01-29 (day) · original ID: src-ci-axios-distillation · Other public citations of this URL

    "inappropriately distilled" quote

  12. r1 in azure ai foundry + github catalog · azure.microsoft.com · 2025-01-29 (day) · original ID: src-ci-azure-r1 · Other public citations of this URL

    r1 in azure ai foundry + github catalog

  13. war-room reporting reference · bgr.com · 2025-01 (month) · original ID: src-ci-bgr-meta · Other public citations of this URL

    war-room reporting reference

  14. app-store #1 corroboration · business insider · 2025-01-27 (day) · original ID: src-ci-bi-appstore · Other public citations of this URL

    app-store #1 corroboration

  15. leaked all-hands · business insider · 2025-01-30 (day) · original ID: src-ci-bi-zuckerberg-allhands · Other public citations of this URL

    leaked all-hands; "fortunately, they published"

  16. $6m… single, pristine training run · boozallen.com · 2025 (year) · original ID: src-ci-boozallen-primer · Other public citations of this URL

    "$6m… single, pristine training run"; unverified conversational ability

  17. liangs preface to zuckermans simons book (2021) · businesstimes.com.sg · 2025 (year) · original ID: src-ci-businesstimes-hedgefund · Other public citations of this URL

    liang's preface to zuckerman's simons book (2021)

  18. 113 employees · cacm.acm.org · 2025 (year) · original ID: src-ci-cacm-inside · Other public citations of this URL

    113 employees; $139m gpu stockpile; mar-2025 "national treasure" note

  19. sheehan/winter-levy · carnegieendowment.org · 2025-01-28 (day) · original ID: src-ci-carnegie-chips-explainer · Other public citations of this URL

    sheehan/winter-levy; marginal-cost caveat; controls→creativity

  20. chinatalk translation · chinatalk.media · 2025-01 (month) · original ID: src-ci-chinatalk-interview · Other public citations of this URL

    chinatalk translation; price-war "catfish" q&a; no-vc stance

  21. 100% harmbench asr · blogs.cisco.com · 2025-01-31 (day) · original ID: src-ci-cisco-security · Other public citations of this URL

    100% harmbench asr; cisco+penn

  22. navy all-hands ban email · cnbc · 2025-01-28 (day) · original ID: src-ci-cnbc-navy · Other public citations of this URL

    navy all-hands ban email

  23. bill context · computerweekly.com · 2025-02 (month) · original ID: src-ci-computerweekly-bill · Other public citations of this URL

    bill context; australia/taiwan references

  24. nvidia −17%/$593b · computerweekly.com · 2025-01-28 (day) · original ID: src-ci-computerweekly-sputnik · Other public citations of this URL

    nvidia −17%/$593b; "priced for perfection"

  25. h.r.1121, the no-deepseek-on-government-devices act · congress.gov · 2025-02-07 (day) · original ID: src-ci-congress-hr1121 · Other public citations of this URL

    h.r.1121 text; covers high-flyer successors

  26. american standard open-source quote · constellationr.com · 2025-01-29 (day) · original ID: src-ci-constellation-meta · Other public citations of this URL

    "american standard" open-source quote

  27. energy-efficiency paradox · theconversation.com · 2025-02 (month) · original ID: src-ci-conversation-jevons · Other public citations of this URL

    energy-efficiency paradox

  28. apples-to-oranges cost accounting · creativestrategies.com · 2025-02 (month) · original ID: src-ci-creativestrategies-myths · Other public citations of this URL

    apples-to-oranges cost accounting; altman/amodei figure scoping

  29. full 36kr dark surge q&as · crossingriver.substack.com · 2023-05 (month) · original ID: src-ci-crossingriver-interviews · Other public citations of this URL

    full 36kr "dark surge" q&as; contributor-not-freerider quotes

  30. $420m high-flyer funding · cyberscoop.com · 2025-04-17 (day) · original ID: src-ci-cyberscoop-house · Other public citations of this URL

    $420m high-flyer funding; semianalysis 60k chips figure

  31. six-model practical comparison · dailytopai.com · 2026-05-29 (day) · original ID: src-ci-dailytopai-compare · Other public citations of this URL

    six-model practical comparison incl. v4 pro, k2.6, glm-5.1

  32. ft: r2 delayed · the-decoder.com · 2025-08 (month) · original ID: src-ci-decoder-ascend · Other public citations of this URL

    ft: r2 delayed; ascend training failed; revert to nvidia

  33. v2 (2024-05-06): ¥1/m input · followin.io · 2025 (year) · original ID: src-ci-followin-pricewar · Other public citations of this URL

    v2 (2024-05-06): ¥1/m input; 1/70th gpt-4 turbo; "pinduoduo of ai"

  34. ais sputnik moment post · fortune · 2025-01-27 (day) · original ID: src-ci-fortune-andreessen-sputnik · Other public citations of this URL

    "ai's sputnik moment" post; pre-market nvidia −10%

  35. nadellas jevons post verbatim · fortune · 2025-01-27 (day) · original ID: src-ci-fortune-jevons · Other public citations of this URL

    nadella's jevons post verbatim

  36. baby-bumps/lobsters dispute · fortune · 2025-05-02 (day) · original ID: src-ci-fortune-talltales · Other public citations of this URL

    baby-bumps/lobsters dispute

  37. the garante order: totally insufficient · garanteprivacy.it · 2025-01-30 (day) · original ID: src-ci-garante-press · Other public citations of this URL

    order text; "totally insufficient" response

  38. full provision · garanteprivacy.it · 2025-01-30 (day) · original ID: src-ci-garante-provvedimento · Other public citations of this URL

    full provision; app-store removal noted

  39. nadella context · geekwire.com · 2025-01-27 (day) · original ID: src-ci-geekwire-jevons · Other public citations of this URL

    nadella context; ives pushback

  40. v4-pro ga 2026-08-13 · geotoolbox.ai · 2026-08 (month) · original ID: src-ci-geotoolbox-v4 · Other public citations of this URL

    v4-pro ga 2026-08-13; price hike 08-16; benchmark caveats

  41. english mirror of the disclosure · gigazine.net · 2025-03-03 (day) · original ID: src-ci-gigazine-545 · Other public citations of this URL

    english mirror of the disclosure

  42. five alarm national security fire · gottheimer.house.gov · 2025-02-06 (day) · original ID: src-ci-gottheimer-release · Other public citations of this URL

    "five alarm national security fire"; china mobile claim

  43. refusal string verbatim · theguardian.com · 2025-01-28 (day) · original ID: src-ci-guardian-tiananmen · Other public citations of this URL

    refusal string verbatim

  44. synthesis of both interviews · harrywang.me · 2025 (year) · original ID: src-ci-harrywang-interview · Other public citations of this URL

    synthesis of both interviews; "madly ambitious, madly sincere"

  45. 2021 investor apology · hindustantimes.com · 2025-01 (month) · original ID: src-ci-hindustan-phoenix · Other public citations of this URL

    2021 investor apology; aum shrink >⅓ from $12b peak; liang bio

  46. deepseek unmasked · chinaselectcommittee.house.gov · 2025-04-16 (day) · original ID: src-ci-house-select-report · Other public citations of this URL

    "deepseek unmasked"; 4 findings incl. china mobile backend

  47. the $74b raise and star ipo prep · hindustantimes.com · 2026-09 (month) · original ID: src-ci-ht-valuation · Other public citations of this URL

    $74b raise; $7.4b; catl/tencent investors; star ipo prep

  48. secondary summary of caisi findings · itdoeswhatnow.com · 2025-09-30 (day) · original ID: src-ci-idwn-caisi · Other public citations of this URL

    secondary summary of caisi findings

  49. optimization not revolution counter-take · ifri.org · 2025 (year) · original ID: src-ci-ifri-deepseek-moment · Other public citations of this URL

    "optimization not revolution" counter-take; 143 employees

  50. elicit pro-ccp bias flag · independent.co.uk · 2025-01 (month) · original ID: src-ci-independent-censorship · Other public citations of this URL

    elicit "pro-ccp bias" flag

  51. closed-source moat is short-lived quote · jiexu.substack.com · 2025 (year) · original ID: src-ci-jiexu-interview · Other public citations of this URL

    "closed-source moat is short-lived" quote

  52. service resumes after ~2 months · koreaherald.com · 2025-04-28 (day) · original ID: src-ci-koreaherald-resume · Other public citations of this URL

    service resumes after ~2 months

  53. prompts→volcano engine · koreajoongangdaily.com · 2025-04-24 (day) · original ID: src-ci-koreajoongang-pipc · Other public citations of this URL

    prompts→volcano engine; stop 04-10; corrective order

  54. device fingerprinting · krebsonsecurity.com · 2025-02 (month) · original ID: src-ci-krebs-privacy · Other public citations of this URL

    device fingerprinting; deanonymization risk

  55. analogy critique · lcfi.ac.uk · 2025 (year) · original ID: src-ci-lcfi-sputnik · Other public citations of this URL

    analogy critique; alphago/chatgpt prior "sputniks"

  56. k2 thinking beats gpt-5 on hle/browsecomp · linkedin · 2025-11-07 (day) · original ID: src-ci-linkedin-kimi · Other public citations of this URL

    k2 thinking beats gpt-5 on hle/browsecomp; huang "nanoseconds behind"

  57. srinivas: us/eu-hosted, uncensored · mspoweruser.com · 2025-01-27 (day) · original ID: src-ci-mspoweruser-perplexity · Other public citations of this URL

    srinivas: us/eu-hosted, uncensored

  58. singapore mti statement · mti.gov.sg · 2025-02 (month) · original ID: src-ci-mti-singapore · Other public citations of this URL

    singapore mti statement

  59. cn vs us media framing study · nature.com · 2026 (year) · original ID: src-ci-nature-discourse · Other public citations of this URL

    cn vs us media framing study

  60. $294k r1 training cost disclosed · nature.com · 2025-09-17 (day) · original ID: src-ci-nature-secrets · Other public citations of this URL

    $294k r1 training cost disclosed; first major peer-reviewed llm

  61. real-time self-censoring observations · nbcnews.com · 2025-01-28 (day) · original ID: src-ci-nbc-censorship · Other public citations of this URL

    real-time self-censoring observations

  62. wake-up call/positive development · nbcnews.com · 2025-01-27 (day) · original ID: src-ci-nbc-trump-wakeup · Other public citations of this URL

    "wake-up call"/"positive development"; sacks quote

  63. press release · nist.gov · 2025-09-30 (day) · original ID: src-ci-nist-caisi-eval · Other public citations of this URL

    press release; lutnick quote via mlex

  64. 19 benchmarks · nist.gov · 2025-09-30 (day) · original ID: src-ci-nist-caisi-pdf · Other public citations of this URL

    19 benchmarks; 94% jailbreak compliance; 12x hijack; 4x ccp-aligned

  65. ats disabled · nowsecure.com · 2025-02-06 (day) · original ID: src-ci-nowsecure · Other public citations of this URL

    ats disabled; unencrypted data; volcengine

  66. $600b nvidia loss · npr.org · 2025-01-28 (day) · original ID: src-ci-npr-sputnik · Other public citations of this URL

    $600b nvidia loss; h800/2000-gpu/$5.6m; early cost skepticism

  67. jevons as industry comfort narrative · the new york times · 2025-02-14 (day) · original ID: src-ci-nyt-jevons · Other public citations of this URL

    jevons as industry comfort narrative

  68. openai reviewing evidence · the new york times · 2025-01-29 (day) · original ID: src-ci-nyt-openai-harvest · Other public citations of this URL

    openai reviewing evidence; tos distillation ban

  69. deepseek moment framing · orfonline.org · 2025 (year) · original ID: src-ci-orf-deepseek-moment · Other public citations of this URL

    "deepseek moment" framing; inauguration-day timing

  70. normalization milestone coverage · uk.pcmag.com · 2025-01 (month) · original ID: src-ci-pcmag-integrations · Other public citations of this URL

    normalization milestone coverage

  71. what is deepseek? china shocks ai industry · au.pcmag.com · 2025-01-27 (day) · original ID: src-ci-pcmag-what-is-deepseek · Other public citations of this URL

    r1 $2.19 vs o1 $60 per m output tokens

  72. status-exam results · pipc.go.kr · 2025-04-24 (day) · original ID: src-ci-pipc-plenary · Other public citations of this URL

    status-exam results; third-party transfer findings

  73. distilled r1-8b failures · blog.qualys.com · 2025-01-31 (day) · original ID: src-ci-qualys-jailbreak · Other public citations of this URL

    distilled r1-8b failures

  74. what is deepseek and why is it disrupting the ai sector · reuters · 2025-01-27 (day) · original ID: src-ci-reuters-explainer · Other public citations of this URL

    v3 <$6m; r1 "20–50x cheaper" per wechat

  75. baiont/wizard/mingshi following · reuters · 2025-03-14 (day) · original ID: src-ci-reuters-fundmanagers · Other public citations of this URL

    baiont/wizard/mingshi following; renaissance/d.e.shaw frame

  76. ¥100b portfolio · reuters · 2025-01-29 (day) · original ID: src-ci-reuters-highflyer · Other public citations of this URL

    ¥100b portfolio; 2023 agi pivot announcement text

  77. ministry/defense/foreign blocks · reuters · 2025-02-06 (day) · original ID: src-ci-reuters-korea-ministries · Other public citations of this URL

    ministry/defense/foreign blocks; khnp

  78. new-download suspension · reuters · 2025-02-17 (day) · original ID: src-ci-reuters-korea-pipc-suspend · Other public citations of this URL

    new-download suspension

  79. willingly provided military support · reuters · 2025-06-23 (day) · original ID: src-ci-reuters-military · Other public citations of this URL

    "willingly provided" military support; 150+ pla refs; shell companies

  80. singapore charges three with fraud · reuters · 2025-02-28 (day) · original ID: src-ci-reuters-singapore-fraud · Other public citations of this URL

    3 charged; media link to deepseek chip flow

Structured research records