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Graphs
Trends
- 1Israeli AI startup claims to crack 38-year-old graph theory problem for $2,000▼An Israeli AI startup says it cracked a 38 year old graph theory bound for $2,000
An Israeli AI startup says its system solved a graph theory bound that had stood for 38 years, and that the breakthrough cost only about $2,000 in computing. The claim, reported by Fortune, is drawing attention as a potential sign that AI can make genuine progress on long-standing open problems in mathematics at remarkably low cost. Experts are expected to scrutinise whether the result holds up to formal verification.
- 2AxiomCode Graph uses formal methods to cut coding agent rework●Show HN: AxiomCode Graph, Reducing coding agent rework with formal methods
A developer has launched AxiomCode Graph, an open-source tool aimed at reducing the rework done by AI coding agents by applying formal methods to verify code changes. The project, shared on Hacker News, is available on GitHub and targets a growing pain point in AI-assisted software development, where agents often produce code that needs repeated corrections.
- 3Stripe explains automated remediation of its global database fleet●How Stripe uses graph search and state machines to auto-remediate a global database fleet https:// lemmy.today/post/6169
Stripe has detailed how it uses graph search and state machines to automatically remediate issues across its global database fleet, reducing the need for manual intervention by engineers. The technical write-up is drawing attention among software engineers, who are discussing how the approach could apply to their own large-scale infrastructure and database operations.
- 4Hubble reveals protoplanetary disks in the Orion Nebula●# PPOD : More than a century after the first photographs of the Orion Nebula, NASA's Hubble Space Telescope revealed som
More than a century after the first photographs of the Orion Nebula were taken, NASA's Hubble Space Telescope has revealed something extraordinary in this familiar stellar nursery: young stars surrounded by disks of gas and dust. These structures, known as protoplanetary disks, are the birthplaces of planets and offer a rare view of solar systems forming.
- 5Did Ukrainian strikes on Russian datacentres curb disinformation?●Did Ukrainian strikes on Russian datacentres reduce online disinformation? While some viral online graphs suggest less b
Ukrainian strikes on Russian datacentres have prompted claims, including from Volodymyr Zelenskyy, that online discourse has improved. Some viral graphs circulating online suggest a drop in bot activity and disinformation following the attacks, but fact-checkers caution the evidence is incomplete and that Zelenskyy's claims of better social media conditions do not fully hold up to scrutiny.
- 6Finance jargon increasingly indistinguishable from scam blogs, critics say●If I'd presented you with those two paragraphs of # finance gibberish without context and asked you to guess where it wa
Social media users are pointing out that passages of mainstream finance writing have become so full of jargon that readers would struggle to tell them apart from content produced by low-quality blogs and fly-by-night media outlets. The comment reflects a wider frustration with convoluted financial journalism, with many agreeing that credible-seeming publications now often read like dubious online content.
Repos
- graphicle-ai/graphicle Code graph and memory for your coding agents, in one Rust program. For Claude Code, Codex, Cursor and any MCP client.
- NationalSecurityAgency/ghidra Ghidra is a software reverse engineering (SRE) framework
- lucasmarkes/hairline Six isometric line figures that answer the pointer. For React and for anything with a DOM.
- vxcontrol/pentagi Fully autonomous AI Agents system capable of performing complex penetration testing tasks
- mhtsec/ARTEX AI 自主渗透测试系统 | 百度“agent+”攻防挑战赛冠军项目
- jiwoochris/artex-global ARTEX 한국어판 · AI 자율 침투 테스트 프레임워크(upstream: Autumn-27/ARTEX, AGPL-3.0)
- jiwoochris/artex-ko ARTEX 한국어판 · AI 자율 침투 테스트 프레임워크(upstream: Autumn-27/ARTEX, AGPL-3.0)
- AxiomCodeAI/axiomcodegraph Turn any codebase into a knowledge graph grounded in formal methods. Your AI agents get exact answers for any code-relat
- supermemoryai/company-brain Open-sourcing our company brain - A teammate in your Slack that remembers everything your team says, and can go do the w
- project-minigraf/minigraf Embedded graph memory for AI agents, mobile apps, and the browser.
- networkx/networkx Network Analysis in Python
- trhhubsd/ARTEXX AI 自主渗透测试系统 | 百度“agent+”攻防挑战赛冠军项目 Autumn-27/ARTEX