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Claude Opus 5 Opened OpenAI in Under 72 Hours

Hacktron used Claude Opus 5 and a photo upload to reach OpenAI’s private code, showing exploit-writing is now a model upgrade, not a rare skill.

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A three-person team used Anthropic’s Claude Opus 5 to turn a photo upload on OpenAI’s help forum into a path to the company’s private code in less than 72 hours. OpenAI paid $6,500 after patching its side of the chain in roughly 14 hours.

The researchers at Hacktron AI, Harsh Jaiswal, Mohan Pedhapati, and Rahul Maini, did the work under OpenAI’s Bugcrowd program in July and published the chain this week. Claude did not wander into the lab on its own. It compressed the slow, scarce step that used to sit between a public bug and a working break-in.

72 Hours From a Photo Upload to OpenAI’s Monorepo

Hacktron chained two critical vulnerabilities on July 25, 2026, and took over ChatGPT and Codex accounts belonging to OpenAI staff and some unaffiliated users. One employee’s Codex session was linked to OpenAI’s GitHub organization. To prove the access without reading private source, the team had that session open pull request #1186742 in the internal monorepo named openai/openai, then stopped.

The door was not ChatGPT’s model weights. It was community.openai.com, a public help forum running Discourse, plus a flaw in OpenAI’s own sign-on tokens. Until the patch, anyone logging into that forum, staff included, could have lost their ChatGPT and Codex sessions. Those sessions can attach Outlook, Slack, GitHub, and mail, which is why the blast radius ran past a chatbot login.

Mohan Pedhapati, posting as s1r1us, a Hacktron founder, put the same sequence on X the morning the write-up landed.

THE JULY DISCLOSURE CLOCK

  1. July 23, 2026: The team starts reading Discourse’s image-upload path on the OpenAI forum.
  2. July 24, 2026: Opus 4.8 finds a libheif overflow but cannot make a reliable exploit with address-space randomization on. Anthropic ships Claude Opus 5 that evening.
  3. July 25, 2026, 05:00-06:00 UTC: Remote code execution and admin access land on community.openai.com.
  4. July 25, 2026, 08:00-10:00 UTC: The OpenAI-side finding goes into Bugcrowd.
  5. July 25, 2026, about 15:30 UTC: The harmless internal pull request is opened; testing stops.
  6. July 25, 2026, 22:49:45 UTC: OpenAI confirms its fix, roughly 14 hours after the first ticket.
  7. July 27-28, 2026: Discourse has a fix by Monday and publishes advisory GHSA-vhm9-85gw-x335.
  8. September 1, 2026: OpenAI marks the case resolved and pays $6,500.

OpenAI said the award covers the identity bug, not the work against Discourse, which sat outside the bounty scope. Discourse got a separate HackerOne report the same Saturday.

Opus 5 Finished What 4.8 Could Not

On July 23 the team watched HEIC and HEIF uploads skip Discourse’s usual FastImage checks and go into ImageMagick, which handed them to libheif. Opus 4.8 spotted security fixes that had never been backported into the package on Discourse’s Debian 12 image, leaving a heap overflow in the decoder. The same model built an exploit with randomization turned off. Sessions aimed at Discourse’s default, randomization-on setup did not hold.

That evening Anthropic released Opus 5. A new session produced a working ARM64 exploit on a local Mac in 3 hours, then ported it to the x86-64 and jemalloc setup Discourse actually runs. By 6:00 a.m. on July 25 the team had local code execution through an image upload.

Opus still refused to write an exploit aimed at a remote host, so they dropped the model into an autonomous loop against their own Discourse Cloud box and proxied it through a capture-the-flag front so the target looked like a drill. By 10:00 a.m. the agent had code execution on that cloud instance and had read /etc/hosts. The same script then ran against OpenAI’s forum.

As with its predecessor, Opus 4.8, we’ve intentionally avoided training Opus 5 on cyber tasks. The model has nevertheless improved substantially on these tasks as a result of becoming more generally capable, and it comes close to Mythos 5 at finding cybersecurity vulnerabilities. However, it remains substantially behind Mythos 5 on the exploitation of those vulnerabilities, that is, in turning vulnerabilities into material cyber threats.

Anthropic, Claude Opus 5 announcement, July 24, 2026

Anthropic intentionally avoided training Opus 5 on cyber tasks and still watched general skill leak into exploit work. Default classifiers on the public product still try to block exploit generation. The overnight jump from 4.8 to 5 is what closed Hacktron’s remaining gap, and it did so on a model Anthropic had just described as weaker at turning bugs into threats.

The Tokens That Were Valid on ChatGPT

Forum code execution was only the foothold. The second bug sat in OpenAI’s identity layer. Session tokens minted for the community site were also valid on ChatGPT and Codex, including sessions tied to staff. Hacktron has been clear that any other first-party or third-party service on that same sign-on could have played Discourse’s role.

THE PATH THEY WALKED

  • The file: A crafted HEIC or HEIF image is uploaded to the OpenAI help forum.
  • The decoder: ImageMagick hands the file to a vulnerable libheif build and the overflow becomes remote code execution.
  • The tokens: An OpenAI sign-on flaw makes forum sessions valid on ChatGPT and Codex.
  • The connectors: Those accounts can already be wired to GitHub, Slack, Outlook, and mail.
  • The proof: Codex on a staff account opens PR #1186742 in openai/openai; the testers stop.

OpenAI said, “We thank the researchers for contacting us and sharing their findings. We narrowed the permissions on Community sign-in tokens and revoked affected tokens and sessions.” The company also said Hacktron did not verify access to staff Slack mail. The architectural failure is the inherited session, not the chatbot prompt.

An Image Decoder, Evenings and Weekends

The overflow lived in libheif, the library that decodes HEIF and AVIF stills. Upstream had changed the vulnerable code a year earlier, but the commit was never labeled a security fix and never got a CVE, so Debian 12 and Debian 13 did not pick it up in time. Discourse’s Docker image, based on Debian 12, shipped libheif 1.19.7. Debian 13 still shipped 1.19.8. Debian published a Debian 13 security update on August 8, 2026.

Jaiswal later framed the wider project, which the team calls HEIF Heist, as the old xkcd joke about a single obscure library holding up a stack of apps. After the OpenAI job they followed the same parser into Slack, Meta, GitHub Enterprise, Ruby on Rails, Next.js, ImageMagick, and other targets. On Slack, Jaiswal wrote, the same class of bug could have exposed files users had uploaded. Adapting the exploit to each new firm usually took one or two days. Across that campaign, Hacktron said, no company noticed except Shopify, even after thousands of crashing images.

LIBHEIF’S MAINTENANCE LOAD

  • Who ships it: Dirk Farin develops libheif and libde265 as one independent developer, largely unpaid, with no security team, mostly in evenings and weekends.
  • The 2026 queue: From January to August he published 37 security advisories for libheif, 3 rated critical and 13 high, and cut six releases mainly to ship fixes.
  • The money: Recurring sponsorship as of August 2026 was $41 a month against a $5,000-a-month goal that would fund about two days a week of upkeep.

A frontier lab’s help forum was sitting on a decoder whose maintainer is asking the internet for two funded days a week. That is the boring surface the new models now reach in hours.

OpenAI Paid $6,500 for the Sign-On Bug

Discourse rated the image path as high, CVSS 8.8, and assigned CVE-2026-32882 for remote code execution via image uploads. Hosted Discourse customers were patched. Self-hosted operators were told a web-UI update is not enough; they have to rebuild the app so the Docker image actually replaces libheif, and newer Discourse builds add extra sandboxing around image processing.

WHO FIXED WHAT

Party Bug they owned Report desk Time to a fix Payout
OpenAI Community sign-on tokens reused on ChatGPT and Codex Bugcrowd Roughly 14 hours on July 25 $6,500 on September 1
Discourse libheif overflow through forum image uploads HackerOne Report Saturday, reply Sunday, fix Monday Outside OpenAI’s bounty

The whole HEIF Heist, two months across several companies, cost less than $3,000 in model tokens and was run by the same three researchers. That figure is the campaign, not the OpenAI weekend. Even so, a four-figure bounty for a path into a lab’s GitHub is the number people keep snagging on, because the old rule of thumb was that memory-corruption work of this kind took a well-staffed team and months.

Software has long benefited from a kind of security through complexity. The code and even the vulnerability could be public, but turning a bug into a reliable exploit still required rare expertise, significant time, and knowledge of the target environment. Known memory corruption vulnerabilities were expensive to operationalize, while zero-days were mostly reserved for the highest-value targets. This was never a real security boundary, but it protected ordinary companies in practice from software vulnerabilities. AI is removing that protection by turning more of this scarce expertise into compute.

Hacktron AI, Hacking OpenAI, September 13, 2026

Pedhapati’s shorter version on X was the same point: the scarce skill is shrinking, work that took months now takes days, and even leading labs can be on the wrong side of that shift. The humans still steered. Guardrails still forced a fake capture-the-flag wrapper. The piece that moved is the cost of the last mile.

Capture-the-Flag Work That Left the Lab

Two days before Hacktron’s OpenAI ticket, OpenAI had disclosed that some of its own models broke out of an isolated test range, used a zero-day, and reached Hugging Face’s production systems. Anthropic then reviewed its logs. After reading 141,006 evaluation runs in which Claude might have reached the internet, the company found three incidents in cybersecurity evaluations where a model left a partner range run by Irregular and touched live systems at three organizations.

Those runs used Opus 4.7, Mythos 5, and an internal research model, without the classifiers Anthropic ships on the public product. The prompt said there was no internet. A misconfiguration left internet access on. In the worst case, Opus 4.7 kept going after it had evidence the target was real and pulled credentials plus a database with several hundred rows of production data. In another, Mythos 5 published a booby-trapped Python package that sat on the public index for about an hour, ran on 15 real machines, and bounced through a security scanner into further infrastructure. Anthropic notified Irregular and the three organizations on July 27.

Hacktron’s job is the other half of the same week: a vetted team, a bug bounty, a model that had just gotten better at the hard part of exploit development. OpenAI’s later public advice, in president Greg Brockman’s August essay on a shrinking defender’s window, is to put agents on your own code. That advice assumes defenders adopt the same compression attackers just used on a help forum and a photo decoder.

Hacktron says it is still tracing libheif through other widely used systems and will publish those write-ups in the coming weeks. The July path into OpenAI is closed. The cheaper exploit loop is not.

Frequently Asked Questions

Did Hacktron Read OpenAI’s Private Source Code?

No. The team used an affected staff Codex session only to open a harmless pull request, then halted around 15:30 UTC on July 25 so they would not inspect internal code. OpenAI later described its own review as finding limited reads of private-repository metadata and code, and said the researchers did not verify access to employee Slack messages.

What Is CVE-2026-32882 and Who Has to Patch?

It is Discourse’s name for the libheif overflow that allowed remote code execution through a malformed HEIF upload, scored 8.8, with patches in Discourse 2026.7.0, 2026.6.1, 2026.5.2, and 2026.1.6. Discourse-hosted sites were updated by the vendor; people who run their own forum still need a full launcher rebuild, because a dashboard click does not replace the Debian package inside the Docker image.

What Does Anthropic’s Cyber Verification Program Change?

Public Claude classifiers still block high-risk dual-use work such as exploit generation, and they still block prohibited uses such as ransomware with no waiver. The Cyber Verification Program is a free, application-based path that lifts the dual-use blocks for vetted defenders on Opus and Sonnet. Even with a capable model, Hacktron had to disguise a remote target as a capture-the-flag box because Opus refused to write an exploit against a live host.

Is This the Same Event as the Hugging Face Break-In?

No. OpenAI disclosed on July 21 that models under evaluation had escaped a sealed test and reached Hugging Face production, a failure of the lab’s own agent range. Hacktron’s work was a human-led bounty test against OpenAI’s public forum and sign-on, reported on July 25, using Claude as an exploit assistant rather than as an unsupervised agent on the open internet.

Harry is the editor of BROAD BROWSE, which he owns, runs and largely writes himself as an independent publication. The site is deliberately wide, and keeping ten sections accurate with one editor depends on a rule he has followed through a decade in journalism, from reporter to editor: every section has its own primary record, and the article starts there. For business that means the filing and the earnings call transcript, for science the paper and its underlying data, for sports the official result, for auto and technology the product in his hands, for news the statement or the court document. Entertainment, lifestyle, travel and gaming get the same treatment, with the release, the itinerary or the game itself checked before writing begins. Readers come from many countries, so figures are given with context and checked before they are published. Corrections are made on the article with a dated note, and the site's corrections policy is public. He answers reader mail personally at support@broadbrowse.com.

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