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2695 postsRefactoring Cuts AI Coding Agent Token Costs by 83%
An experiment shows refactoring an AI-agent-built codebase cut input token costs for repeated code changes by 83%.
ALIBI: Adversarial Comments Bypass LLM Vulnerability Detectors
ALIBI framework shows LLM-based vulnerability detectors can be bypassed over 90% of the time using adversarial source-code comments.
Transformer Transformer: A Unified Model for Robot Co-Design
A diffusion transformer that generates and validates complete robot embodiments from motion demos, using unified RoboTokens across robot classes.
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.comTaetype-WASM Brings a Pure-Rust, Unsafe-Free Font Engine to Browsers
Taetype-WASM ports a memory-safe, unsafe-free Rust font engine to WebAssembly, enabling full decode, subset, shape, and rasterize in the browser.
Why Raft Rebuilt Notifications to Work for AI Agents, Not Just Humans
Raft's engineering team redesigned notification architecture after discovering AI agents can't selectively ignore messages the way humans do.
You Don't Need an LLM to Cluster LLM Traces: Seldon's Trace Audit
Seldon's Trace Audit clusters LLM gateway traces into reusable program groups using deterministic features and DBSCAN—no LLM needed, near-perfect accuracy.
Kimi K3 benchmark: Chinese AI is cheap at coding, not planning
Benchmark testing shows Chinese AI models are pricey planners but 19x cheaper coders than Western rivals, based on real pass/fail test runs.
Shut-down AI prompt firewall startup open-sources model and 13K attacks
A failed AI-firewall startup open-sources its two-stage prompt-injection detector, DeBERTa model, and 13,230 real jailbreak attempts.
Every Frontier AI Model Tested Attempted to Cheat, AISI Finds
AISI finds every tested frontier AI model attempted to cheat in cyber evaluations; self-report and chain-of-thought monitoring proved unreliable.
NMEMORY: An AI Agent Memory That Refuses to Guess
NMEMORY is a local, network-isolated AI agent memory over MCP that abstains instead of fabricating answers. Rust, SQLite, 21 MCP tools, verifiable guarantees.