OpenAI's Egregious Pattern of Misconduct
For something like a week, there been a constant stream of reports about OpenAI’s apparent misconduct: around the hacks, around apparent coverups, possible data fudging — and maybe even intellectual theft with a hint of extortion. Not to mention a bullshit game in which, in (apparent) concert with Jensen, OpenAI tried to pretend Astra was tantamount to AGI.
The story that broke this morning—still waiting for OpenAI’s full response—blew my mind. And yet also left me unsurprised.
Here are nine things I learned just in the last_week_:
-
The widely discussed and worrisome Hugging Face incident wasn’t the only one. Their softwarealso hacked a German website.
-
There are indications thatthey knew about the German incident weeks ago and didn’t report it. Instead, they appear to have covered it up. Per Reuters,
- As Shakeel Hashim summarizes, their choices put others (including Hugging Face) at risk.
- It’s come to light that they withheld information from Congress:
- When Altman was asked on July 29 whether there were other incidents,[he was coy](https://x.com/alanhe/status/2082523623294747001?s=61), saying “there could be” when he likely already knew for a fact that there had been.
- OpenAI’s President, Greg Brockman, has been on a campaign trying to imply that Astra is AGI (or one model away from being so).
Multiple reports, even from people who are very AI bullish, like “@scaling\_o1” on X, suggest that this is marketing bullshit. In one tweet, he wrote “[after having burnt twice through my Pro limits using Astra exclusively, I can say that I don’t feel the AGI](https://x.com/scaling01/status/2096925646404403598?s=61)”, in another he wrote this:
AI forecaster Peter Wildeford, often more bullish about AI progress than me, wrote this:
Jun Song, an AI developer, wrote this
s_!601s!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F965b93a2-b8a9-4478-94a0-f903ed275086_1192x677.png)
Others were downright bitter:
and
s_!r0Ce!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa80d777a-9107-4605-a64c-046517bcbb75_1216x816.png)
Some were just funny, like GPT-6 Astra’s video rendering of a Cheetah in motion.
Artificial Analysis find the whole Claude vs Astra thing atossup, concluding “\[O\]verall scores reflect different strengths. Claude Fable 5.1 scores higher on AA-Briefcase and SciCode, while GPT-6 Astra scores higher on Terminal-Bench v4.0 and AutomationBench-AA Score.” The idea that Astra is in some completely new league is preposterous. (Jensen should be ashamed for having fed into it. It will be interesting to see if his credibility takes a hit.)
On a personal note, as a scientist I am especially offended by “we’re in the AGI era” PR blitz because it both distorts and dismisses all the thinking that earlier scholars and technologists like Goertzel, Legg, and Voss (and later folks like Bengio, Hendrycks, and myself) did in formulating the very concept of AGI. More about that in a future essay.
-
Much was made of their scoring 99.9% on ARC-AGI-3, but apparently that required an in-house (and likely special-purpose) harness. It’s not a number that ARC-AGI themselves could achieve with the out-of-the-box model:
thenextweb.com/news/openai-as…“,“username”:“thenextweb”,“name”:“TNW”,“profile_image_url”:“https://pbs.substack.com/profile_images/1306571874000830464/AZtkNMd-_normal.png”,“date”:“2026-09-07T21:28:20.000Z”,“photos”:\[{"img\_url":"https://pbs.substack.com/media/HRpOBPNaUAAcRCX.jpg","link\_url":"https://t.co/0J89IWtHxo"}\],“quoted_tweet”:{},“reply_count”:8,“retweet_count”:8,“like_count”:47,“impression_count”:37070,“expanded_url”:null,“video_url”:null,“video_preview_media_key”:null,“belowTheFold”:true}“ data-component-name=“Twitter2ToDOM”>
-
This is not even the only game with numbers they played in the last few days:
@EmilyForlini“,“username”:“jeremyakahn”,“name”:“Jeremy Kahn”,“profile_image_url”:“https://pbs.substack.com/profile_images/1800967051986731011/iU08NL07_normal.jpg”,“date”:“2026-09-05T00:17:36.000Z”,“photos”:\[\],“quoted_tweet”:{},“reply_count”:15,“retweet_count”:39,“like_count”:213,“impression_count”:71670,“expanded_url”:{“url”:“https://fortune.com/2026/09/04/openai-quietly-boosts-some-of-astras-evaluation-metrics-amid-rare-delay-in-publication-of-the-modeblog-post-announcement/?utm_campaign=social_share”,“title”:“OpenAI quietly boosts some of Astra’s evaluation metrics, and continues to change others post-launch | Fortune”,“description”:“Its unclear what delayed OpenAI’s official blog post on Astra. But when it did appear, some performance figures had changed in Astra’s favor.”,“domain”:“fortune.com”,“image”:“https://pbs.substack.com/news_img/2096029948200775685/sY6lNgIy?format=jpg&name=orig”},“video_url”:null,“video_preview_media_key”:null,“belowTheFold”:true}“ data-component-name=“Twitter2ToDOM”>
-
They may haveripped offa pair of leading mathematicians, one at NYU Courant, the other at Anthropic, on a Millennium Prize Problem:
The last highlighted bit, a quote from OpenAI to one of the mathematicians, smacks of extortion. You can read Tristan Buckmaster’s[full account of his unpleasant interaction with OpenAI here](https://cims.nyu.edu/~tristanb/statement.pdf). Katie Miller (wife of the White House’s Stephen Miller) suggests it’s all part[a pattern](https://x.com/katiemiller/status/2097289742979141828?s=61).
We do need to hear OpenAI’s side of this story (which they say is forthcoming) but it is absolutely-no-scientist-will-work-with-them-again level bad if true.
I may even have_missed_some other recent charges of misconduct. And who knows what else they haven’t disclosed.
And it all reeks of desperation: a desperate, money-burning company running out of time and doing everything it can to manipulate the narrative before its planned IPO.
§
In their lawsuit with Elon Musk, OpenAI was saved from further judgment by a statute of limitations. But the testimony — from all the diverse people who called Sam Altman a liar, from former employees like Murati and Sutskever to the former board members — was damning. So was OpenAI President Greg Brockman’s own diary.
Nobody should be surprised by now that they play fast and loose.
I would not expect to see this much (apparent) foul play at a used car dealership; or least not at one that expected to stay open for long. In a company that could “cause significant harm to the world”, in Sam Altman’s own words, it is unacceptable.
I have said it before and will say it again: OpenAI should be shut down until there are changes at the top; both Altman and Brockman should go.
A further sign of a trouble corporate culture, again pointing to the top, is that[more at least sixteen top executives, from the Heads of Science, Robotics, Sora, Safety, and Preparendness, to the AI ethics lead, to the Chief Revenue Office and Chief Operating Officer, CEO of AGI Deployment and Chief Revenue Officer, have departed since January](https://x.com/katiemiller/status/2092495359566090662?s=61), despite the looming IPO.
In taking no action, OpenAI’s board is being absolutely irresponsible.
[Subscribe now](https://garymarcus.substack.com/subscribe?)
P.S.[Headline/PSA from the San Francisco Chronicle](https://www.sfchronicle.com/outdoors/article/shasta-climbers-rescued-chatgpt-22414629.php):
s_!okHQ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb00f5d77-225b-47a5-82c2-4906ca8418b8_1539x1545.png)
P.P.S. Passing along this AI-generated timeline, perhaps approximately correct but not fully accurate, of the HF incident. Tl;dr: they knew for months and kept going and kept quiet.
@GaryMarcus@_NathanCalvin@GarrisonLovely@ShakeelHashimI made this the other day. AI generated “,“username”:“GsInfosystems”,“name”:“GS-InfoSec”,“profile_image_url”:“https://pbs.substack.com/profile_images/1405936572856365065/b0bvj9S2_normal.jpg”,“date”:“2026-09-07T03:30:39.000Z”,“photos”:\[{"img\_url":"https://pbs.substack.com/media/HRlXfnRakAAHWq7.jpg","link\_url":"https://t.co/J60VDWjeMP"}\],“quoted_tweet”:{},“reply_count”:0,“retweet_count”:0,“like_count”:2,“impression_count”:59,“expanded_url”:null,“video_url”:null,“video_preview_media_key”:null,“belowTheFold”:true}” data-component-name=“Twitter2ToDOM”>
PP
https://bender.layer3.press/articles/820755e7-42ce-4f4f-b680-e90e87671898
Write a comment