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A new study introducing 'shadow evaluations' found that frontier AI agents given six days and thousands of dollars of compute could complete all engineering tasks for two unpublished NeurIPS 2026 submissions without huma…
Road-safety advocates warn that some Flock Safety automated license plate reader installations may pose a safety risk to drivers, according to The Guardian. A camera in Greene County, Ohio, sits on a pole about two feet …
The Trump administration is repurposing federal lands for a $100 billion public-private AI data center project in Paducah, Ky., featuring a 2-gigawatt natural gas plant and 2.6 gigawatts of battery storage, with similar …
A new generation of Mexican entrepreneurs is using AI skills gained through Microsoft's Elevate program to solve local challenges, including water-efficient farming in Ciudad Juárez. Since its launch in September 2024, E…
Researchers have developed Acoda, a genetic algorithm-based adversarial code obfuscation framework that defends against LLM-based code analysis by inducing LLMs to refuse or misinterpret code. On seven state-of-the-art L…
Researchers introduced AgentTrace, a structured logging framework for observability in large language model (LLM) agent systems, designed to capture operational, cognitive, and contextual traces at runtime with minimal o…
A developer compiled a list of 25 free AI tools in 2026 that are powerful enough to feel 'illegal.' The tools, including ChatGPT and Claude, can handle tasks like multi-step project planning, codebase editing, PDF analys…
BeHive, an open-source research engine that extracts structured claims with confidence scores, entity graphs, and synthesized reports from any topic, has been released by QA10 Dev Team. The tool outputs machine-readable …
BLUM, an open-source autonomous financial intelligence platform, has been introduced on Hugging Face to research markets, generate trading hypotheses, simulate decisions, and improve through structured feedback. The syst…
Researchers introduced Gentoo, an LLM coding agent that automatically synthesizes input generators for fuzzing, and found that agent-synthesized generators achieved statistically significantly higher branch coverage than…
A new computational framework called Quotient Tree Arithmetic (QTA) prevents gradient underflow in deep neural network training by representing values as deferred quotient pairs evaluated lazily at a materialization boun…
A hybrid deep learning method developed by researchers uses Mask R-CNN and a color-based algorithm to quantify exposed skin from images for dermal exposure assessment. Testing on 170 indoor-painting images, the approach …
At a YC Paper Club event in Mountain View, five researchers presented on performance optimization in AI, covering multi-GPU kernels, intelligence per watt, AI-written systems code, heterogeneous inference, and GPU-based …
Researchers introduced Dream-Cubed, a dataset of over 30 billion blocks from Minecraft, and trained discrete and continuous 3D diffusion models for biome-conditioned chunk generation, achieving high-fidelity outputs with…
Brookfield and NextEra Energy plan to invest $100 billion to transform part of the US Department of Energy's former Paducah Gaseous Diffusion Plant into an AI data center campus with more than 1.2 GW of compute capacity,…
A new benchmark, Handbook.md, shows that long policy documents do not reliably govern AI agents, with the best model configuration passing only 36.2% of trials under strict grading. The benchmark, presented by researcher…
A study of 1,723 MCPApps mined from GitHub found that while 85.2% configure servers using files and 81.1% use an official SDK, only 37.2% gate tool execution behind a blocking approval step, leaving most apps able to inv…
Sublime Text remains a viable editor in 2026 despite a $99 licence fee and smaller ecosystem, offering unmatched speed and reliability for developers who prioritize text editing over AI features. The setup guide recommen…
Researchers trained a multi-label classifier on a curated gold dataset of 1,207 CVEs from expert MITRE Center for Threat-Informed Defense mappings, achieving recall@5 of 0.673 ± 0.019 for mapping CVEs to MITRE ATT&CK tec…
Anthropic engineer Thariq Shihipar revealed at the AI Engineer World's Fair that the team removed over 80% of Claude Code's system prompt for Opus 5 and Fable 5—shrinking it from roughly 2,686 words to around 514—with no…