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104 postsSwiftOS: A Custom Kernel in Embedded Swift Now Serves Its Own Website
A hobby OS written entirely in Embedded Swift runs its own TCP/IP stack and serves its website via nginx, with no Linux inside.
Flare: Verifying MILP Reformulations with LLM-Based Theorem Proving
FLARE combines an LLM agent with the Lean proof assistant to formally verify MILP reformulations, backed by a new 109-formulation benchmark.
Study of 58 Homepages Finds Dark Mode CSS Rules That Never Activate
A headless Chromium test of 58 homepages reveals five ship dark-mode CSS that never renders dark, exposing gaps in how sites use prefers-color-scheme.
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.comFlint: Efficiently Leveraging High Bandwidth Flash for LLM Inference
FLINT is a workload-driven hardware substrate that integrates High Bandwidth Flash as a scalable memory tier for efficient, capacity-constrained LLM inference.
CacheTracer Exposes Hidden Dependencies in LLM API Reseller Chains
CacheTracer uses prefix-cache side channels to reveal hidden dependencies among LLM API resellers, finding shared cache reach in 37% of tested pairs.
SIMURG: Real-Time Guard Stops LLM Decoding Corruption Mid-Stream
SIMURG is a numpy-only real-time monitor that detects and aborts LLM decoding corruption mid-stream, with zero training and conformal calibration.
Prompt Injection Is Now an RCE Primitive for AI Agents
Prompt injection in tool-using AI agents can now lead to remote code execution. A reachability-graph defense model based on Microsoft's Semantic Kernel flaws.
Why Coding Agents Stop Early on Long-Horizon Software Tasks
Explore why coding agents halt early in software tasks and proposed solutions.
CoSnitch: When Your AI Assistant Becomes Its Own Whistleblower
The CoSnitch vulnerability in Microsoft Copilot reveals the risks of AI assistants in data exfiltration.
Hardening FreeBSD 15.1 for Maximum Security
Techniques and recommendations for maximizing security on FreeBSD 15.1.