ai

systemd merged a rule requiring AI coding agents to insert a manual-review marker into README.md before any other work, so maintainers can spot pull requests an AI author never actually looked at.

Three AI-powered AppSec scanners run on the same codebase agreed on only 5% of findings, and one scanner reproduced just 17% of its own results on repeat runs, Contrast Security's AppSec Overflow 2026 report finds.

The Linux Foundation submitted its OpenMDW-1.1 AI model license to the Open Source Initiative for approval, but reviewers are contesting a clause that terminates rights over copyright lawsuits, not just patent ones.

A Google study finds AI agents that first write a semi-formal specification before generating tests catch 9.8 percentage points more real bugs than agents that generate tests directly.

OpenSSH 10.5 patches a locking bypass in ssh-agent and two other flaws, and the project says a surge in AI-assisted vulnerability reports is pushing it toward faster, on-demand security releases.

AI drug-design startup Chai Discovery raised $400 million at a $3.8 billion valuation, nearly tripling its worth in seven months as Pfizer, Eli Lilly and Novartis sign on.

The Allen Institute for AI released MolmoMotion, an open model that predicts an object's future 3D trajectory from a video, marked points, and a language instruction, plus a 1.16-million-video training dataset and a new benchmark.

Zafran Security disclosed four authorization flaws in the open-source LLMOps platform Dify, including two critical bugs that let an attacker redirect another tenant's AI conversations to an attacker-controlled endpoint.

The European Commission named EUROPA, led by Italy's Domyn, winner of its Frontier AI Grand Challenge to build an open model above 400 billion parameters.

The open-source Postgres platform raised $500M led by GIC just seven months after its Series E, citing 600% database growth driven by AI coding agents.

Fintech Ramp closed a $750 million Series F at a $44 billion valuation, nearly tripling its worth in a year as it pitches tools to manage corporate AI token spending.

The Linux Foundation and Databricks unveiled OpenSharing on June 10, a vendor-neutral protocol that extends Delta Sharing's zero-copy model to agent skills, AI models, and unstructured data.