Companies108 Funding$41.6B Rounds77 Investors75 Eng roles4395 ● data fresh
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Stanford University

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Stanford University

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The speaker taught at Stanford and had connections with its public policy department and the d school. observed

fresh · evidence 25d ago 14 sources no confidence data
—/100
Developer momentum
Why this score? ↓

What we have established three decisions, kept apart

  1. 1 Identity verified Not recorded

    No person- or entity-level identity check is on record for this company. A name match is not one.

  2. 2 Evidence sufficient to publish Not yet

    The inclusion bar: two or more independent sourced evidence families. This profile is reachable but not in the ranked index. It is a statement about how much evidence we hold, and about nothing else.

  3. 3 Fit for a seed/Series-A sourcing buyer Not established

    We have not established fit. That is not a soft no and not a soft yes — it is unknown, and it is never counted as a qualified prospect.

Funding
no round
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings
Commercial
not checked
homepage

Traction

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Current round

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Opportunity & risk

No standout signal or flag yet.

12 independent sources 0 promoted signals inspect the evidence →

Evaluation

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Platform score derived
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Founder self-assessment claimed
8/100
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What people are saying 52 signals from 6 voices ▾
Technology No signals collected yet ▾
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Team & hiring No signals collected yet ▾
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Market & funding stage No signals collected yet ▾
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Evidence & scoring

Why this score? Score breakdown ▾
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Capital timeline every dated signal, across tiers

  1. rumor Stanford University lays off over 360 employees, citing Trump policies ↗
  2. rumor Stanford University acquires source code for Multi-User Dungeon ↗

Community chatter Hacker News · Tier 3 · unverified manip. risk elevated · 0.31

Gray-market attention, not quality. 49+ HN mentions (peak 492 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. Risk drivers: heavy gray-market attention. ▲ 492 OpenClassroom: Free video courses from Stanford University 2011-10-17 ↗

Raw observations 87 records ▾
AttributeValueKindSourceObservedStateConf.
common_name Stanford University observed artifact ↗ 2026-07-18 normalized 0.60
community.hn.max_points 492 observed artifact ↗ 2026-07-18 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.mentions 49 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=7677100", "title": "Stanford University acquires source code for Multi-User Dungeon", "points": 94, "created_at": "2014-04-30", "evidence_type": "rumor", observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=7677100", "title": "Stanford University acquires source code for Multi-User Dungeon", "points": 94, "created_at": "2014-04-30", "evidence_type": "rumor", observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=7677100", "title": "Stanford University acquires source code for Multi-User Dungeon", "points": 94, "created_at": "2014-04-30", "evidence_type": "rumor", observed artifact ↗ 2025-08-06 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=7677100", "title": "Stanford University acquires source code for Multi-User Dungeon", "points": 94, "created_at": "2014-04-30", "evidence_type": "rumor", observed artifact ↗ 2025-08-06 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=7677100", "title": "Stanford University acquires source code for Multi-User Dungeon", "points": 94, "created_at": "2014-04-30", "evidence_type": "rumor", observed artifact ↗ 2025-08-06 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=7677100", "title": "Stanford University acquires source code for Multi-User Dungeon", "points": 94, "created_at": "2014-04-30", "evidence_type": "rumor", observed artifact ↗ 2025-08-06 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=7677100", "title": "Stanford University acquires source code for Multi-User Dungeon", "points": 94, "created_at": "2014-04-30", "evidence_type": "rumor", observed artifact ↗ 2025-08-06 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=7677100", "title": "Stanford University acquires source code for Multi-User Dungeon", "points": 94, "created_at": "2014-04-30", "evidence_type": "rumor", observed artifact ↗ 2025-08-06 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=7677100", "title": "Stanford University acquires source code for Multi-User Dungeon", "points": 94, "created_at": "2014-04-30", "evidence_type": "rumor", observed artifact ↗ 2025-08-06 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=3119959", "title": "OpenClassroom: Free video courses from Stanford University", "points": 492, "created_at": "2011-10-17"} observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=3119959", "title": "OpenClassroom: Free video courses from Stanford University", "points": 492, "created_at": "2011-10-17"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=3119959", "title": "OpenClassroom: Free video courses from Stanford University", "points": 492, "created_at": "2011-10-17"} observed artifact ↗ 2011-10-17 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=3119959", "title": "OpenClassroom: Free video courses from Stanford University", "points": 492, "created_at": "2011-10-17"} observed artifact ↗ 2011-10-17 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=3119959", "title": "OpenClassroom: Free video courses from Stanford University", "points": 492, "created_at": "2011-10-17"} observed artifact ↗ 2011-10-17 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=3119959", "title": "OpenClassroom: Free video courses from Stanford University", "points": 492, "created_at": "2011-10-17"} observed artifact ↗ 2011-10-17 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=3119959", "title": "OpenClassroom: Free video courses from Stanford University", "points": 492, "created_at": "2011-10-17"} observed artifact ↗ 2011-10-17 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=3119959", "title": "OpenClassroom: Free video courses from Stanford University", "points": 492, "created_at": "2011-10-17"} observed artifact ↗ 2011-10-17 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=3119959", "title": "OpenClassroom: Free video courses from Stanford University", "points": 492, "created_at": "2011-10-17"} observed artifact ↗ 2011-10-17 normalized 0.20
description The speaker taught at Stanford and had connections with its public policy department and the d school. observed artifact ↗ 2026-07-18 normalized 0.60
index.ai_tie NOT_AI observed classify 2026-07-25 derived 0.60
platform.index_excluded true derived calc 2026-09-28 normalized 0.99
sector defense derived calc 2026-08-08 superseded 0.90
sector emerging derived calc 2026-08-08 normalized 0.50
signal.commentary {"context": null, "run_ref": "01M2TP2VD1F4P3MM0KS1QS8BD3", "signals": [{"quote": "we've had this fund called the Stanford startx fund which is an investment vehicle that we started with Stanford Unive observed artifact ↗ 2020-04-29 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2TP2VD1F4P3MM0KS1QS8BD3", "signals": [{"quote": "there was kind of this grant that was kind of like a management fee for that for that fund that Stanford was a I was t observed artifact ↗ 2020-04-29 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2TP2VD1F4P3MM0KS1QS8BD3", "signals": [{"quote": "our companies reach a hundred million dollar valuation twice the rate that YC companies do yeah because you're dealing observed artifact ↗ 2020-04-29 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2TP2VD1F4P3MM0KS1QS8BD3", "signals": [{"quote": "Stanford focus a lot early on on like design and having design thinking be very prevalent across all of its programs a observed artifact ↗ 2020-04-29 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2TP2VD1F4P3MM0KS1QS8BD3", "signals": [{"quote": "the entrepreneurs are generally much more humble or the successful ones and I think Stanford gets a bad rap sometimes observed artifact ↗ 2020-04-29 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2TP2VD1F4P3MM0KS1QS8BD3", "signals": [{"quote": "and why are Stanford companies in aggregate the sixth largest country as far as GDP so they're tied for Germany with G observed artifact ↗ 2020-04-29 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WF40CVZXVBPJR693711Y6X", "signals": [{"quote": "it's just so archaic it's like so 19th century I felt like we don't reach many people it's a very elitist system", "st observed artifact ↗ 2016-03-18 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WF40CVZXVBPJR693711Y6X", "signals": [{"quote": "the top 412 were online students the strongest Stanford student was number 413", "stance": "bearish", "confidence": 1, observed artifact ↗ 2016-03-18 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WF40CVZXVBPJR693711Y6X", "signals": [{"quote": "the people that went through his the first batch of people had had scores that matched people at stanford", "stance": observed artifact ↗ 2016-03-18 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WF40CVZXVBPJR693711Y6X", "signals": [{"quote": "so it's much less than stanford the most i can spend with you is thirty six hundred dollars a year", "stance": "bearis observed artifact ↗ 2016-03-18 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WF40CVZXVBPJR693711Y6X", "signals": [{"quote": "i never found university saying we have to build this because companies want it i found it to be very ivory tower that observed artifact ↗ 2016-03-18 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WF40CVZXVBPJR693711Y6X", "signals": [{"quote": "if you look at stanford's tuition right now it's forty five thousand eight hundred dollars a year complete different b observed artifact ↗ 2016-03-18 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WF40CVZXVBPJR693711Y6X", "signals": [{"quote": "if you take stanford and do three things you first of all do away anything that's not education like tenure and the pr observed artifact ↗ 2016-03-18 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WTSNPTFHZB1FXSTG3TY98E", "signals": [{"quote": "this is an amazing story of a 26-year-old who is super smart and was part of the cast of lay Miz on Broadway I mean th observed artifact ↗ 2015-02-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WTSNPTFHZB1FXSTG3TY98E", "signals": [{"quote": "it was in 2009 I was actually an undergrad at Stanford and I was building companies and um what happened is I kind of observed artifact ↗ 2015-02-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WTSNPTFHZB1FXSTG3TY98E", "signals": [{"quote": "I went out and talked to a couple hundred Stanford alums everyone from the you know LinkedIn PayPal guys to a lot of p observed artifact ↗ 2015-02-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WTSNPTFHZB1FXSTG3TY98E", "signals": [{"quote": "Stanford alumni Founders have um founded 40,000 companies and that's 2.7 trillion in annual revenue which makes it the observed artifact ↗ 2015-02-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WTSNPTFHZB1FXSTG3TY98E", "signals": [{"quote": "if there was some better structure to um make the overall Stanford ecosystem system more efficient", "stance": "neutra observed artifact ↗ 2015-02-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WTSNPTFHZB1FXSTG3TY98E", "signals": [{"quote": "we made a formal partnership with Stanford University", "stance": "neutral", "confidence": 1, "signal_class": "fact_cl observed artifact ↗ 2015-02-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WTSNPTFHZB1FXSTG3TY98E", "signals": [{"quote": "Stanford agreed to give us a big Grant about 1.2 million a year", "stance": "neutral", "confidence": 1, "signal_class" observed artifact ↗ 2015-02-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WTSNPTFHZB1FXSTG3TY98E", "signals": [{"quote": "what I will say Stanford companies get that as well overall they do but why com companies get a little bit more don't observed artifact ↗ 2015-02-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WTSNPTFHZB1FXSTG3TY98E", "signals": [{"quote": "you get go through stardex you're the cream of the crop of Stanford internationally that really helps our companies", observed artifact ↗ 2015-02-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WTSNPTFHZB1FXSTG3TY98E", "signals": [{"quote": "our companies get really high valuations as well on average we're like a step function up from all other Stanford Foun observed artifact ↗ 2015-02-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WTSNPTFHZB1FXSTG3TY98E", "signals": [{"quote": "if you take Stanford Founders who went independently through angelist whatever and then compare them through the stard observed artifact ↗ 2015-02-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WTSNPTFHZB1FXSTG3TY98E", "signals": [{"quote": "it's a partnership with Stanford University Stanford Healthcare which is the hospital and stardex and so the money com observed artifact ↗ 2015-02-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WTSNPTFHZB1FXSTG3TY98E", "signals": [{"quote": "we've already had some pretty big exits already and we have a we have um some companies on the billion dollar track", observed artifact ↗ 2015-02-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2WTSNPTFHZB1FXSTG3TY98E", "signals": [{"quote": "the money goes back to the operating budgets of the nonprofits", "stance": "neutral", "confidence": 1, "signal_class": observed artifact ↗ 2015-02-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "the um idea grew out of some experimentation she did at Stanford", "stance": "neutral", "confidence": 0.8, "signal_cla observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "the corsera has been percolating if you will not in any way as a as a goal as a Stanford project for the last five yea observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "improving the quality of Education that we offered to our own Stanford students by doing what's called now flipping th observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "the whole open course Weare direction of let's take content that has been available until now only to a tiny handful o observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "leading in the fall of 2011 to the three large Stanford classes that Stanford Stanford put out um in computer science observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "some folks are even going to let you get degrees from there", "stance": "neutral", "confidence": 0.6, "signal_class": observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "it's a credential that carries the university brand so it has the full weight of our top university behind it", "stanc observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "I want to correct the impression that it's only you know content going from Stanford to community colleges", "stance": observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "I think that one of the strengths of the University of Phoenix that they have done and I think they should be commende observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "I think that one has uh at this point other Alterna atives for getting a great education for a very for much more cost observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "most of that a very large number is actually coming from institutions like the for-profit universities very little of observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "we think this is a tremendously empowering thing that will much greatly increase um the success rates in these program observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "our completion rate is about 8% on average", "stance": "neutral", "confidence": 0.95, "signal_class": "fact_claim", "s observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "of the people who submit the first homework which is a relatively low bar of intent to complete 45% complete the cours observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "signature track increases this verified certificate increases retention rates so people sign sign for that have some s observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "only a third of our students are us the rest are non- us 40% are in the developing World", "stance": "neutral", "confi observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "completion rates well it varies from country to country but I think it's comparable or potentially even higher dependi observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "our largest uh is is is large much larger than China not because of uh I think lack of interest in China and education observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "I think it's a combination of different things first of all it's the technology itself um both the backend things like observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "I think the Next Generation already prefers this mode of Education um I think people get weary of sitting and in fact observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "so right now we're actually able to offer courses in seven different languages I mean English is still the largest but observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "right now if you're charging for it so it's a commercial use it's against our terms of service so it's analogous to yo observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "general purpose adaptive learning is actually kind of hard um to implement it's a very intense it's a very labor inten observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "doing this for several thousand courses is going to be prohibitive in terms of the labor", "stance": "neutral", "confi observed artifact ↗ 2013-08-27 promoted 0.50
signal.commentary {"context": null, "run_ref": "01M2XDDY07D1SEBNXQDBS37HHV", "signals": [{"quote": "it does and it's a very also very difficult for the instructor it requires a fair bit of work from the instructor to h observed artifact ↗ 2013-08-27 promoted 0.50
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source.document.reference {"kind": "video", "title": "All-In Summit: In conversation with Larry Summers — stanford-university", "source_id": "01KXRSFZW6EJ26NSE9MNQH1ZE2-m-7e5f4893043e6298", "extract_ref": "artifact:sha256:6723 observed artifact ↗ 2026-07-24 normalized 0.95
source.document.reference {"kind": "video", "title": "Gen Z rage against the (AI) machine — stanford-university", "source_id": "01KXRSP6AGGAM19W7344Q7Z71N-m-7e5f4893043e6298", "extract_ref": "artifact:sha256:8cfae9dd2a9b521dc9 observed artifact ↗ 2026-08-05 normalized 0.95
source.document.reference {"kind": "video", "title": "E1051 Power of Accelerators E2 StartX's Cameron Teitelman: peer-support importance, hacking into VC — stanford-university", "source_id": "01KXRSPPDYZT3KYH8MDN17AV0C-m-7e5f4 observed artifact ↗ 2026-09-18 normalized 0.95
source.document.reference {"kind": "video", "title": "Sebastian Thrun & George Zachary democratize higher ed w/Udacity; bonus: Jonathon Triest — stanford-university", "source_id": "01KXRSPTQPGHZ3E4SEH54CRHHN-m-7e5f4893043e6298 observed artifact ↗ 2026-09-19 normalized 0.95
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source.document.reference {"kind": "video", "title": "Daphne Koller - Cofounder, Coursera — stanford-university", "source_id": "01KXRSPX19HMV5RRCHV1SZNR0H-m-7e5f4893043e6298", "extract_ref": "artifact:sha256:5c881f40b9b7a4534a observed artifact ↗ 2026-09-19 normalized 0.95
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