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Open source. 5-minute setup. Vector RAG done right—try it yourself. The post Proxy-Pointer RAG: Structure Meets Scale at 100% Accuracy with Smarter Retrieval appeared first on Towards Data Science.
Read full articleTAIPEI, Taiwan, June 2, 2026 — NVIDIA has announced a major collection of open source physical AI skills and tools that help developers turn complex robotics, autonomous vehicle (AV), vision […] The post NVIDIA Releases Major Collection of Open Source Agent Tools and Skills for Physical AI appeared first on AIwire.
Structure-guided NER optimization for enterprise GraphRAG systems The post Proxy-Pointer RAG: Eliminating Wasteful Entity & Relations Extraction in Knowledge Graphs appeared first on Towards Data Science.
Open source code is everywhere in the enterprise; it’s estimated that upwards of 90% of Fortune 500 companies have it in their software supply chains. But open source code is notoriously rife with vulnerabilities, and identifying and patching those bugs can be an endless battle for security teams. IBM and Red Hat are betting that a new initiative, Project Lightwell, can help accelerate this process. Announced today, the project will commit $5 billion and 20,000 IBM and Red Hat engineers to build a new ‘enterprise clearinghouse’ to accelerate discovery and remediation of vulnerabilities in open source software. The companies say the clearinghouse will serve as an AI-powered “security coordination layer,” giving enterprises the ability to integrate patches directly into their existing software supply chains. Now in the design phase with a group of 11 financial partners, Project Lightwell will eventually be offered as a commercial subscription. “The advancement in AI tools has broken the
A newly discovered and so far unpatched critical vulnerability in the open source Gogs Git service not only demands immediate action from developers to secure their code, it also puts a spotlight on the potential issues in using self-hosted code platforms from small maintainers. The hole is a critical argument injection vulnerability, discovered by a researcher at Rapid7, that allows any authenticated user to remotely execute code on a Gogs server by creating a pull request with a malicious branch name during a merge operation. Rapid7 published an analysis of the vulnerability today, after the maintainer of Gogs did not respond to a request for status updates or to an offer to defer disclosure after it first reported the hole over two months ago. “This is a serious vulnerability in software that isn’t commonly exposed to the public internet,” Ryan Emmons, staff security researcher at Rapid7, said in an email. “Gogs is typically used in an internal capacity; the most likely threat mode
The project follows Anthropic’s still-unreleased Mythos AI cybersecurity model, which uncovered serious security holes in software systems.
Europe's embrace of open-source tech could redefine its competitive edge, fostering transparency and innovation while attracting new investments. The post Vitalik Buterin advocates for open source as Europe’s tech advantage appeared first on Crypto Briefing.
Europe's embrace of open-source tech could redefine its competitive edge, fostering transparency and innovation while attracting new investments. The post Vitalik Buterin advocates for open source as Europe’s tech advantage appeared first on Crypto Briefing.
Aztec Labs has acquired ZKPassport but will keep the privacy-focused passport-scanning app fully open source. Aztec Labs has acquired ZKPassport but will keep the privacy-focused passport-scanning app fully open source. The deal preserves the iOS NFC scanner and Noir circuits.…
