A guide for running coding agents entirely locally using llama.cpp and Pi, enabling Claude-like code assistance that runs on your own hardware with compatible open-source models from Hugging Face.
A personal account of using Claude with browser control to autonomously draft and send personalized emails to dealerships across California to negotiate a below-MSRP price on a 2026 Volkswagen Golf R, successfully securing a $2,000+ discount by automating the tedious discovery and outreach process.
A mysterious Persian-language numbers station (V32) began broadcasting on shortwave radio during the US-Israel bombing campaign against Iran in February 2026, transmitting random sequences using one-time-pad cryptography. The signal was subsequently jammed using bubble-jammer techniques, and geolocation analysis suggests the transmitter originates from Western Europe, with theories pointing to US intelligence operations, Israeli involvement, or psychological operations targeting Iranian operatives.
A US military refueling aircraft crashed in Iraq with four crew members deceased; the incident is unrelated to hostile fire. Meanwhile, escalating US-Israeli military strikes on Iran and Iranian counterattacks on regional shipping and infrastructure have caused oil prices to spike above $100/barrel, prompting the US to temporarily ease Russia oil sanctions.
A fundraising email from Trump's PAC uses a photo from a dignified transfer of fallen US soldiers to promote a paid "National Security Briefing Membership," promising exclusive access to unfiltered national security updates, drawing criticism from Democratic officials for exploiting military deaths for fundraising.
Qodo's research team published a standardized code review benchmark evaluating AI tools on realistic defects injected into production PRs, finding their tool outperforms Claude Code Review by 12 F1 points in recall while maintaining equivalent precision at 1/10th the cost.
A systems engineer seeks collaborators to build an AI agent memory platform using Vector Symbolic Architecture and Hyperdimensional Computing, with a bifurcated architecture: bare-metal Zig for data plane math (AVX-512, memory-mapped NVMe, lock-free operations) and Gleam/Erlang for control plane concurrency.
This article argues that enterprise AI costs are skyrocketing despite per-token pricing declining 10x every 18 months, because companies reinvest savings into more powerful models and broader deployments. It contends that current LLM provider pricing is unsustainably subsidized and will eventually rise sharply, making token compression and intelligent model routing essential optimization strategies for enterprises to build before repricing occurs.
The U.S. Navy has resumed live-fire testing of its prototype electromagnetic railgun in February 2025 after shelving the program in the early 2020s, with the weapon now slated as a key feature on future Trump-class battleships expected to enter construction in the early 2030s.
Live Nation executives were exposed through released Slack messages joking about price-gouging and overcharging concert ticket buyers. The DOJ antitrust settlement requires Live Nation to cap exclusivity contracts at 4 years, cap ticketing fees at 15%, and divest from 13 venues.
NewsGuard and Pangram Labs launched an AI detection tool to identify AI-generated content farms and misinformation sites, using proprietary ML models to flag sites with substantial AI-generated content that lack disclosure. The system has identified over 3,000 AI content farm sites in six months of testing, helping advertisers and consumers avoid low-quality, ad-revenue-driven misinformation.
Telus Digital confirmed a breach by ShinyHunters who stole approximately 1 petabyte of data by leveraging Google Cloud Platform credentials obtained from the Salesloft Drift breach, then pivoted through BigQuery and used credential scanning tools to access additional systems. The attack exposed customer data across 28+ companies using Telus' BPO services, along with call records, source code, and financial information.
Anthropic announced a $100 million investment in the Claude Partner Network, a program providing training, technical certification, and support for organizations helping enterprises adopt Claude AI. The initiative includes a new Claude Certified Architect certification, expanded partner support teams, and co-investment in partner organizations.
This geopolitical analysis argues that U.S. AI systems are critically vulnerable to foreign cyberattacks and espionage due to weak defenses, with China, Iran, and Russia actively targeting AI infrastructure, training data, and model weights to steal intellectual property and accelerate their own development.
A personal essay reflecting on the loss of fulfillment when using AI to generate code and creative work versus hand-crafted solutions, arguing that initiating AI-generated projects lacks the psychological satisfaction of actual creation and problem-solving.
A creative fictional/humorous essay about an alternate MIT universe focused on food technology, written as an MIT student's account of campus life and Pie Day celebrations. Not security-related.
This is a color perception game/test that measures a user's Just Noticeable Difference (JND) in color discrimination, not a security-related article.