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2695 postsdata2prompt: CLI Tool Fits Data-Heavy Projects into LLM Context Windows
data2prompt CLI profiles and samples CSVs, Excel files, and SQLite databases to fit data-heavy projects into any LLM context window.
Clustering Two Dell Pro Max GB10 Systems for Local AI Compute
Two Dell Pro Max GB10 systems clustered via RDMA/RoCE for 256GB of local AI memory, revealing setup quirks and firmware pitfalls.
Shackle Brings Deterministic Runtime Governance to AI Agents
Shackle introduces SP/1.0, an open, hash-verifiable conformance standard for real-time governance of AI agent tool calls and certification.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comLinux Kernel UDP Corking Flaw Enables Local Privilege Escalation
Two Linux kernel CVEs (2026-53362, 2026-53366) expose a heap OOB write via UDP MSG_SPLICE_PAGES corking, enabling local privilege escalation.
chrome-agent: a Rust-built browser automation CLI for LLM agents
chrome-agent is a lightweight Rust CLI that gives LLM agents a token-efficient, stable-ID browser automation interface via CDP, cutting context by ~66%.
AI Agents in Production: Why 88% of Enterprise Pilots Fail
Why 88% of enterprise AI agent pilots stall before production, and the isolation, identity, secrets, and audit controls the successful 12% use.
Over 30% of new arXiv papers now read as AI-written
A 12,750-paper arXiv study finds ~32% of new submissions score as AI-written, using a false-positive-calibrated detector and detailed field breakdowns.
Principia Artificialis: A Rigorous Math Foundation for AI Research
One human and six AI systems co-author an open, reproducible research program on the mathematical foundations of AI, with verified code and kept refutations.
How Compiling an AI Agent's Workflow Cut Token Use by 94%
An engineer compiled a recurring AI agent workflow into deterministic code, cutting token use 94% and latency 87% with no quality loss.
AI Agents for Mathematicians: Beyond Chat-Based Prompting
Why agentic harnesses like Codex outperform chat prompting for tackling open math conjectures, with durable state and strict verification labels.