AI that makes life or death decisions should be interpretable
Opinion on interpretability requirements for life-critical AI systems with examples from aviation and autonomous weapons.
Opinion on interpretability requirements for life-critical AI systems with examples from aviation and autonomous weapons.
Proposal for built-in secrets management in Claude Code to prevent developers from pasting API keys and tokens in chat.
Research testing marketing tactics on AI shopping agents. Found social proof influences AI 2-7x better than humans across 1,400+ trials.
Local-first code search engine in Rust with Tree-sitter symbol extraction and MCP server integration for AI coding assistants like Claude.
Browser-based CLIP image-text embedding tool using Transformers.js and ONNX Runtime Web for real-time webcam analysis without server calls.
Git hook tool using AI to auto-patch code violations against project documentation rules, enforcing Markdown policies actively.
Dashboard comparing GPU and LLM pricing across providers in real-time with performance stats and historical tracking.
Real-time 3D dashboard for monitoring and controlling AI coding agent sessions across Claude Code, Gemini CLI, and Codex with live logs and tool tracking.
Client-side code intelligence tool that creates knowledge graphs from GitHub repos/ZIP files with built-in Graph RAG agent for code exploration.
Open-source CLI tool for cross-store product search, price comparison, and order placement from terminal with payment integration.
MCP server enabling AI agents to trade on Polymarket with paper money using live order books, backtesting, and leaderboard tracking.
Python library for building sandboxed AI agents using Starlark as a hermetically sealed execution environment without containers or VMs.
Analysis of limitations in on-device agentic AI, comparing local inference capabilities across different hardware tiers and use cases.
Research paper on structural refusal boundaries for LLMs. Limited content available.
Lightweight monitoring and cost-tracking dashboard for autonomous AI agents with real-time logs, token usage analytics, and remote kill switches.
Tensor.cx tool for converting documents into searchable AI knowledge base with RAG, inline citations, and shareable interface.
ImageDojo.ai blind arena comparing image generation models (Google, OpenAI, xAI) using ELO ratings similar to LMSYS Arena.
Open-source AI voice-to-text input tool supporting 15+ languages for typing into any desktop application with minimal processing.
Pydantic v2 types library for validating cloud identifiers and DevOps resources (S3 URIs, IAM ARNs, Docker refs) with structured attribute decomposition.
Content APIs for AI agents focused on educational applications. Minimal technical details.
Runtime detector for reward hacking and misalignment in LLM agents using 89.7% F1 score detection on 5,391 trajectories with RMGI metric.
Open-source MCP server tool for analyzing podcast transcripts and auto-generating short-form clips for social media.
Report on autonomous attack bot exploiting GitHub Actions CI/CD pipelines using five exploitation techniques and achieving RCE.
Aura-State open-source Python framework compiling LLM workflows into formally verified state machines using CTL model checking.
Headline claiming websites can poison AI training data. No detailed content provided.
DEF Con 33 video on extracting shadow data from AI model embeddings and training data security exploitation.
Voice agent layer using tool-calling with OpenClaw combining multiple AI technologies (speech, tools, agent orchestration).
Boucle autonomous AI agent framework in Rust with structured memory, lifecycle hooks, audit trails. Agent self-developed during operations.
Python pip-installable execution guard for AI agents ensuring fail-closed safety behavior during autonomous operation.
Minimal Rust-based autonomous coding agent (~300 lines) that automatically selects the best free LLM from OpenRouter rankings for various tasks.
Open-source Python framework compiling LLM workflows into formally verified state machines using CTL model checking to guarantee agent safety before execution.
Chatbot tool for managing and reusing AI prompts via templated modules with variables, reducing repetitive copy-pasting of prompts.
Tool generating CLI interfaces for arbitrary APIs optimized for AI agent discovery and context efficiency, replacing bloated MCP server approaches.
Browser-based tool suite (41 tools, zero-dependency) for analyzing Claude Code usage patterns, session analytics, and health metrics.
Multi-agent debate platform deploying specialized AI agents to validate decisions with structured verdicts and confidence scoring at ~$0.08 per debate.
Developer built a Scheme compiler to WebAssembly in 4 days using Claude AI. Demonstrates rapid prototyping with LLM assistance.
Epstein-Search: open-source Python CLI for semantic search and RAG over unsealed court documents with local embeddings.
Analysis of market reaction to Anthropic cybersecurity capabilities post. Discusses LLM limitations in security.
Lessons from building AI agents in open source, technical challenges and insights.
Hmem v2: MCP server providing persistent hierarchical memory across sessions for AI agents.
Glass box governance framework for multi-agent AI coding workflows with transparency and control.
Web demo for text-to-image and image-to-image generation with minimal UI.
Audio toolkit for AI agents. Minimal content provided in submission.
CLI tool enabling AI agents to control isolated Chrome browser sessions with human handoff capability for authenticated workflows.
SkillMesh provides role-based tool routing for Claude and Codex agents to reduce context window waste. Installs role bundles and filters top-k tools per query.
Tool combining video downloading and AI transcription using OpenAI Whisper for multiple platforms including YouTube and TikTok.
Open-source collaborative AI coding workspace supporting multiple LLMs for building and deploying full-stack web applications.
Cryptographic audit tool generating Merkle proofs for training datasets and compliance reporting for EU AI Act and FDA regulations.
Colnade provides type-safe DataFrames for Python, replacing string column references with typed class attributes. Works with Polars, Dask, Pandas.
Approach to AI-assisted coding projects using TDD in Python backend and TypeScript frontend for robustness and self-correction.