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A classic essay by physicist Eugene Wigner discussing the remarkable and unexpected effectiveness of mathematics in describing natural phenomena.
PentesterFlow is an open-source terminal assistant for authorized offensive-security work that plans against scoped targets, uses pentesting tools, requests approval for sensitive actions, retains lessons across sessions, and writes evidence-backed findings. It includes built-in skills for recon and web vulnerabilities, session continuity features, local continuous learning, and Burp integration.
An open-source CLI tool that scaffolds production-ready AI agent projects in seconds, simplifying setup for Python developers.
Amazon is investing in a new gas-burning power plant in Pecos County, Texas, to power its data center, with a permit allowing up to 33 million tons of CO2 emissions—more than the largest US coal plant. The report highlights the growing environmental impact of AI data centers.
Enabling PCI-E peer-to-peer (P2P) for consumer Nvidia GPUs with patched drivers and vLLM environment variables yields roughly 25% prefill throughput improvement for free, as demonstrated by benchmarks.
atomstr is a service that bridges RSS/Atom feeds to Nostr, letting users follow traditional feeds via Nostr clients.
A tweet shares a Google video and blog post about a trust layer for AI agents, using role-based architecture and verifiable credentials to enforce stop conditions and prevent agents from making unauthorized purchases.
Amazon is reportedly building a massive 7.65-gigawatt gas power plant in Texas to power an AI data center, which would become the largest pollution source in the U.S., contradicting its net-zero climate pledge.
A tweet announcing Fable 5's code printer with 584K lines added, a significant update to the F#-to-JavaScript compiler.
Ahmad Osman argues that dense models like Qwen 27B perform poorly on unified-memory systems such as NVIDIA DGX Spark, suggesting MoE models are a better fit; he claims discrete GPUs like the RTX PRO 6000 deliver far better performance for agentic workloads.
A developer shares frustration about OpenAI Codex CLI consuming 1.5M tokens in minutes on a game project, questioning how to use AI coding tools affordably and asking for tips.
A developer reflects on six months of using AI for code review, finding that vague prompts produce plausible but useless feedback. The fix is treating review as a gated pipeline with explicit context, scoped passes, validation checklists, and adversarial self-critique.
A classic 1960 paper by Norbert Wiener examining the moral and technical implications of automation, including social responsibility and unintended consequences of machine decision-making.
A tweet thread introduces mesh-llm, an open-source tool that pools local network devices into a unified, OpenAI-compatible API for running large LLMs without expensive enterprise GPUs.
This article explains systemd dynamic users, a feature that creates ephemeral Unix users at runtime for systemd units, removing the need to manually manage service users. It includes configuration examples and use cases.
A user reflects on Microsoft's Phi small model family, noting the last major release was in December 2024 and speculating whether Phi 5 will ever be released.
A leaked prompt system for generating realistic UGC-style videos using Seedance 2.5 and Claude, including a monetization playbook and a Higgsfield sponsorship note.
Researchers created VirTues, a unified foundation model for spatial proteomics that translates diverse tissue imaging data into a standard language, enabling faster and more accurate medical diagnoses and personalized treatments.
The US Commerce Department is circulating a proposal to stop collecting census data on race and sexual orientation, and to exclude undocumented immigrants from the count for the 2030 census, which could reshape federal funding and political representation.
Denmark introduces mandatory oral defenses for high school students' written assignments to counter AI cheating, along with recommendations for screen monitoring and firewalls. Education groups welcome the measures but call for long-term solutions as AI tools evolve.