From Nodes to Narratives: Explaining Graph Neural Networks with LLMs and Graph Context
Method using LLMs to generate interpretable explanations for Graph Neural Networks on text-attributed graphs.
Method using LLMs to generate interpretable explanations for Graph Neural Networks on text-attributed graphs.
HDC-X framework for energy-efficient medical data classification on embedded devices using high-dimensional computing.
Monitoring/observability tool for AI agents, providing instrumentation layer to track task execution, state transitions, and runtime behavior.
Developer tool providing codebase knowledge graphs for AI coding agents to understand architecture, dependencies, and existing functions before code generation.
Open-source AI research canvas tool for complex thinking, preserving exploration processes as structured knowledge assets with traceability.
QuarterMaster: Tool generating performance reviews from GitHub activity using LLMs, supporting OpenAI, Anthropic, and Ollama endpoints.
Security tool monitoring filesystem and network access of AI coding assistants (Claude, Cursor, Cline, Copilot). Provides visibility into AI tool behavior.
AgentDrive provides persistent file storage API for AI agents without setup requirements, solving the problem of ephemeral file storage in agent sandboxes and VM environments.
ContextSpectre is a tool for managing Claude Code session context, helping developers review token usage, identify cleanable content, and reduce context bloat during long agent conversations.
Research finding that persona-based prompting instructions like 'You're an expert' may not improve LLM performance.
Developer reflects on contributing to open-source Chroma project using Claude AI, questioning learning and value.
Semantic gating approach for filtered vector search in job search using pgvector, handles mixed semantic and hard constraints.
Snow CLI: Terminal tool enabling agentic coding compatible with OpenAI, Gemini, and Claude APIs.
Research on LLM internal structure discovery using layer duplication experiments on open models like Qwen2-72B.
Overview of AppFunctions framework enabling agentic interfaces for application integration.
Case study using LLM to optimize legacy Java code performance through refactoring suggestions.
Forum post seeking tools for post-processing LLM chat history anonymization and PII removal.
Study showing that few in-context examples can negatively impact LLM reasoning and accuracy.
Open-source MCP server implementation enabling voice capabilities for AI agents.
Open dataset documenting water usage disclosures by major AI companies.
Analysis of AI coding tool UX limitations; argues chat interfaces don't match modern agentic development workflows.
Essay on establishing ethical guidelines and boundaries for AI tool usage in development and data handling.
Article on safety and guardrails for AI agents, addressing control and oversight challenges in autonomous systems.
Blog post on optimizing GPT-2 training from scratch, focusing on weight decay regularization technique to improve test loss.
LLM benchmark using 8-player Secret Hitler game to evaluate language models' deception and reasoning abilities across multiple AI agents.
Analysis of why language models struggle with paragraph structure and coherence in writing. Examines technical aspects of LLM text generation limitations.
VoidLLM is a self-hosted, privacy-first LLM proxy for teams. Written in Go with sub-2ms overhead, it provides access control and usage tracking without storing prompts or responses.
Opinion piece connecting TypeScript's development to AI agents and tooling, emphasizing type safety improvements for agent systems.
Report on emerging AI agent race with Anthropic, Nvidia, Perplexity developing autonomous agents for business tasks. Discusses productivity gains and risks.
Discussion on whether LLMs perform genuine thinking and implications for AGI. Explores different modes of thinking from developer perspective.
OpenCastor agent harness evaluator leaderboard benchmarks AI agent configurations. Shows skill pipeline ordering and parameters affect task success as much as model choice.
Harvard physics professor supervised Claude AI through real quantum field theory research calculation end-to-end without touching files. Reports on capabilities and limitations.
PhD student in structural engineering discusses ethics of using LLM agents and AI tooling for automating dissertation literature review and LaTeX formatting.
LangWatch introduces ready-to-use eval skills and prompts to streamline LLM application onboarding, reducing setup time from hours to minutes without requiring manual instrumentation.
Opinion piece on using AI to convert written stories into animated videos. Generic discussion without technical depth.
Examines how product vs feature team organizational structures apply when AI is integrated into workflows. Uses SVPG framework.
Cryptographic passports system for autonomous AI agents using Schnorr signatures and zero-knowledge proofs. Verifiable production data with live endpoints.
Anthropic SRE discusses using Claude for incident response and site reliability engineering. Details Claude's strengths in finding issues but tendency to confuse correlation with causation.
TrustLog Dynamics applies quantitative finance risk frameworks like convexity detection to monitor and terminate rogue AI agents before budget depletion.
Benchmark measuring LLM performance in multi-turn adversarial debates across propositions, evaluating knowledge retention, factual accuracy, and argumentation under pressure.
Neurosymbolic engine that routes LLM reasoning through deterministic knowledge graphs to eliminate hallucinations, using LLMs only for keyword extraction and answer synthesis.
Experimental study showing LLMs learn visual patterns of CLI interfaces rather than actual command syntax, revealing gap between training data and intended tool-use behavior.
CrowdMind uses AI personas to validate product ideas before development.
User discussion about frustrations with Claude's task execution and context-gathering limitations over extended use.
Educational game teaching coding fundamentals including prompting, system design, and CLI usage in the context of AI coding tools.
Open source IDE for managing AI agent swarms with multi-client support, alternative to Cursor for swarm orchestration.
AI that controls Cloudflare WAF, Stripe, and Supabase APIs via natural language commands. Developer tool integration.
Theoretical paper on language as architecture for general intelligence in humans and LLMs.
Postgres MCP server enabling AI agents to inspect database schemas before executing queries.
Experiment with small LLMs trading crypto futures with 20x leverage and HP system. Entertainment-focused proof of concept.