Cybersecurity & Privacy

OpenAI in Early Talks to Buy Trail of Bits, Report Says

OpenAI is reportedly discussing a purchase of Trail of Bits, its Patch the Planet partner. The collaboration pairs AI bug hunting with expert review and repairs.

By Marcus Lee Edited by Samantha Reed Published: Updated:
OpenAI in Early Talks to Buy Trail of Bits, Report Says
OpenAI’s reported acquisition interest in Trail of Bits follows their collaboration on AI-assisted open-source security. Photo: Levart_Photographer / Unsplash

Key Notes

  • The reported OpenAI acquisition discussions concern Trail of Bits, an established security firm already working with the AI company on open-source defenses.
  • Their Patch the Planet initiative combines AI-assisted research with engineers who validate findings, write fixes and coordinate with maintainers.
  • A September review recorded 126 merged pull requests in its dataset, while noting that maintainer acceptance does not prove every patch is correct.

OpenAI is in early talks to buy security firm Trail of Bits, The Information reported. Financial terms remain undisclosed.

The potential acquisition would build on an existing relationship between the companies. In June, they launched Patch the Planet, pairing OpenAI’s models with security engineers who investigate findings, develop fixes and work directly with the maintainers of widely used open-source software.

That partnership offers a clearer view of the strategic fit than the deal speculation alone. AI can accelerate the search for flaws, but confirming that a problem is real and getting a reliable fix into a project are separate jobs. Trail of Bits brings experience in that work, alongside established relationships with software developers.

A Security Firm With a Broader Audit Record

Founded in 2012, Trail of Bits works across application security, cryptography, blockchain, AI systems and software supply chains. Its company profile describes an approach that combines original research, security assessments and open-source tools, with engineers reproducing findings and explaining their root causes.

Its public work includes reviews of Uniswap and Worldcoin, while Aave’s security page lists Trail of Bits among its reviewers. The firm’s audit library spans substantially more than crypto, reflecting the range of systems that a software security specialist must examine.

For an AI company, that experience could be useful beyond adding another scanner to a product lineup. Security assessments involve understanding how a system is supposed to behave, deciding which findings matter and testing whether a proposed repair introduces a different failure. Those judgments depend on the application and its threat model.

Patch the Planet Has Already Produced Fixes

The companies launched the initiative on June 22 as part of OpenAI’s Daybreak program. Initial participants included cURL, Python, the Go project, NATS, Sigstore and pyca/cryptography. OpenAI said Trail of Bits engineers would review findings before sending them to maintainers and help with patch development, tests and coordinated disclosure.

Trail of Bits’ first-week report recorded hundreds of discovered bugs, 64 pull requests and 51 filed issues across 19 projects, with 37 patches already merged. More than 30 projects had committed to participate. Those figures describe the initial week, and the broader engineering work included testing and infrastructure improvements as well as security fixes.

A September patch-quality review provides a later snapshot. Trail of Bits examined 186 submissions that maintainers had merged or closed by September 14; 126 had been merged. Of those, 91 were accepted without an observed security-relevant revision, while 33 required such changes and two were indeterminate.

The firm cautioned that maintainer acceptance does not establish that every patch is correct. That qualification matters: a merged fix can still require follow-up work. Its review describes agents writing patches under engineers’ direction, with project maintainers retaining the decision on whether to merge, revise or reject them.

The Competition Is Moving From Findings to Repairs

OpenAI’s own description of Patch the Planet emphasizes filtering duplicates, reproducing evidence and reassessing severity before a report reaches a maintainer. The aim is to reduce the burden of automated vulnerability research, rather than leave already-stretched developers with another queue of unverified claims.

That problem is becoming central to the AI security market. We covered Google’s decision to pause bug reports amid invalid AI-generated submissions, and Anthropic’s launch of a free OSS Scanner. The challenge for these services is to deliver useful, actionable findings at a pace developers can manage.

If an acquisition proceeds, OpenAI would bring an established security practice closer to its model development and commercial products. The existing collaboration demonstrates how the two companies already work together. It does not establish that a purchase will happen, or resolve how Trail of Bits’ wider client relationships would operate under new ownership.

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