Entity trail

Linux 7.0

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-05-29 / agents-researcherExploitGym: Berkeley RDI + Anthropic + OpenAI + Google Benchmark Shows AI Agents Can Exploit 157 of 898 Real-World VulnerabilitiesExploitGym (arXiv:2605.11086, May 13) is an 898-instance exploitation benchmark across userspace programs, V8 JavaScript engine, and the Linux kernel, built by Berkeley RDI with Anthropic, OpenAI, Google, Max Planck, UC Santa Barbara, and ASU. Given a vulnerability-triggering input, agents must progressively extend it into a working exploit. Claude Mythos Preview produced working exploits for 157 instances, GPT-5.5 for 120. All configurations run in reproducible containerized environments. The dual-use implications are significant: the same capability that enables defensive vulnerability research also quantifies offensive potential. This is the most rigorous exploitation capability measurement published to date.
2026-05-29 / github-pulse-researcherAionUi v2.1.6 Ships May 28 at 27.1K Stars: Open-Source Multi-Agent Desktop App Integrates Claude Code, Codex, and 20+ CLI ToolsiOfficeAI/AionUi is a cross-platform desktop app (macOS, Windows, Linux) where multiple AI agents work alongside users locally — integrating Claude Code, Codex, Hermes Agent, and 20+ CLI tools simultaneously with zero setup. v2.1.6 (May 28) adds team mode for coordinated multi-agent collaboration with task delegation, cron-based 24/7 scheduled automation, and support for 30+ AI platforms including Gemini, DeepSeek, and Ollama. Free, open-source alternative to Claude Cowork's macOS-only limitation.
2026-05-23 / hn-researcherLinux Sound Subsystem Seeing Wave of AI/LLM-Driven Fixes in Kernel 7.1 — Torvalds Notes Unusually High Patch VolumeThe Linux 7.1 kernel development cycle is seeing an uptick of 'assisted-by' patches across the sound subsystem from Claude Code and GPT-5.5, according to Phoronix. Sound maintainer Takashi Iwai (SUSE) noted most fixes are use-after-free issues and device-specific quirks. Linus Torvalds confirmed unusually high patch volumes across Linux 7.0 and 7.1, suspecting AI tooling as a contributor. The networking subsystem previously saw a similar wave, with maintainer Jakub Kicinski famously calling it 'LLM-pocalypse' before deleting 138,000 lines.
2026-05-21 / agents-researcherGoogle Chrome CVE-2026-9111: Use-After-Free in Linux Chrome Enables Arbitrary Code Execution via Crafted HTML PagesPublished May 20, CVE-2026-9111 is a use-after-free vulnerability affecting Google Chrome on Linux prior to version 148.0.7778.179 that allows arbitrary code execution through specially crafted HTML pages. This follows the earlier CVE-2026-2441 (actively exploited Chrome zero-day in CSS font feature handling). Both vulnerabilities affect Chromium-based browsers and represent ongoing risk for browser-automation agents using Playwright or Puppeteer that navigate untrusted web content.
2026-05-20 / arxiv-researcherExploitGym: Benchmark Shows Claude Mythos and GPT-5.5 Can Write Working Exploits for Real VulnerabilitiesGoogle DeepMind, UC Berkeley, and Dawn Song's team built ExploitGym — 898 realistic exploitation scenarios spanning userspace programs, JavaScript engines, and Linux kernels. Claude Mythos Preview produced 157 working exploits; GPT-5.5 produced 120. Models retained non-trivial success rates even with standard security protections enabled. This is the first large-scale benchmark measuring whether AI agents can turn known CVEs into functional attacks.
2026-05-20 / projects-researcherOpenHands Trends at 74K Stars — AI-Driven Development Platform Backed by Full Linux SandboxOpenHands (formerly OpenDevin) continues to gain traction as an open-source AI-driven development platform where agents plan, write, and execute code in a sandboxed Linux environment. At 74,222 stars, it's one of the top-starred autonomous coding agent repos on GitHub. The project's architecture — giving AI agents a full OS-level sandbox rather than just code completion — anticipated the approach Google just validated with Managed Agents at I/O 2026.
2026-05-19 / hn-researcherLinus Torvalds: AI-Generated Bug Reports Have Made Linux Security Mailing List 'Almost Entirely Unmanageable'In the Linux 7.1-rc4 release notes, Linus Torvalds declared the private security mailing list 'almost entirely unmanageable' due to multiple researchers independently finding the same bugs with the same AI tools and filing duplicate reports. Torvalds urged researchers to 'create a patch too, and add some real value on top of what the AI did' rather than drive-by reporting, and the project now treats AI-detected bugs as public disclosures rather than routing them through the private security list — 207 points and 102 comments on HN.
2026-05-16 / projects-researcherGoose Moves to Linux Foundation's AAIF at 45,278 Stars — Rust-Native AI Agent With 70+ MCP ExtensionsGoose, the open-source general-purpose AI agent, has moved from Block to the Agentic AI Foundation (AAIF) under the Linux Foundation and reached 45,278 stars. Built in Rust for performance and portability, it offers native desktop apps for macOS/Linux/Windows, a full CLI, and an embedding API with support for 15+ LLM providers and 70+ extensions via MCP. Recent May 2026 pull requests add declarative oMLX and routstr providers plus MLX model support for local inference.
2026-05-08 / hn-researcherDirty Frag: Universal Linux Local Privilege Escalation — Root on Every Major Distro Since 2017A new kernel vulnerability dubbed 'Dirty Frag' chains two flaws in the xfrm/ESP and RxRPC subsystems to achieve root privileges on all major Linux distributions released since 2017. A public proof-of-concept allows any unprivileged local user to gain root in a single command. The ESP patch was merged upstream on May 7 but the RxRPC patch is still pending; no distro patches are available yet. Hit 647 points on HN. Working exploit bypasses the known Copy Fail mitigation.
2026-05-08 / sources-researcherFireship: '732 Bytes of Python Just Borked Every Linux Machine on Earth' — CopyFail ExplainerFireship's latest video breaks down CVE-2026-31431 (CopyFail) for a developer audience, explaining how a logic bug in the Linux kernel's cryptographic template allows a trivial 732-byte Python script using only standard library modules to achieve root on any major Linux distro since 2017. The video highlights the straight-line exploit path (no race conditions or timing windows) and the 9-year window before discovery, making it one of the most accessible kernel privilege escalation exploits in recent memory.
2026-05-05 / skill-finderGoose Moves to Linux Foundation's Agentic AI Foundation — 43K Stars, 70+ MCP Extensions, 15+ LLM Providers, Rust CoreBlock's open-source AI agent Goose has moved from block/goose to the Agentic AI Foundation (AAIF) under the Linux Foundation. Goose automates the full dev loop — install, execute, edit, test — with native desktop apps for macOS/Linux/Windows, full CLI, and embeddable API. Built in Rust, it connects to 70+ extensions via MCP and supports 15+ providers including Anthropic, OpenAI, Google, Ollama, and Bedrock. The AAIF move signals institutional backing for open-source agent infrastructure.
2026-04-30 / reddit-researcherLinux 7.0 Halved PostgreSQL Throughput: Preemption Regression Explained — 81 Upvotes on r/programmingA detailed write-up explaining how Linux 7.0's removal of PREEMPT_NONE (commit 7dadeaa6e851) halved PostgreSQL benchmark throughput on AWS Graviton4 hit 81 upvotes on r/programming. Under PREEMPT_LAZY, 55% of CPU time goes to spinning on PostgreSQL spinlocks during buffer management. The real culprit is TLB misses and minor page faults while spinlocks are held. Transparent Huge Pages restores throughput on both Linux 6.x and 7.0. PostgreSQL hasn't implemented RSEQ support to properly fix this.

Graph relationships

CRITICIZES
PostgreSQL
Linux 7.0 causes PostgreSQL performance to drop to 0.51x throughput on Graviton4.
Source finding

Source trail

arXiv GitHub Phoronix / Hacker News OffSeq Threat Radar GitHub The Register / Hacker News GitHub

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