5/5/2026
How AI Works Under the Hood: LLMs Explained with Code
Educational content explaining LLM internals and mechanisms with code examples and explanations.
5/5/2026
AI Agents Don't Sleep. That's the Problem.
Analysis of operational challenges with AI agents that run continuously without sleep cycles, causing resource and reliability issues.
5/5/2026
Ask HN: Are you optimizing content for AI Search (GEO) vs. traditional
Proposed GUARD Act would require age verification for AI chatbot users and ban minors from many AI systems. Policy/regulation focus.
5/5/2026
Coding agent is under-specified
Discussion of content optimization for AI search engines vs traditional SEO, featuring RAG-based tool for citeable AI outputs.
5/5/2026
Redundant Information in LLM Weights
Research on information redundancy in LLM weights using information theory and Shannon entropy to analyze parameter efficiency in bfloat16 format.
5/5/2026
Agent MetaSKILLs
Agent MetaSKILLs are dynamic workflow extensions for AI agents that handle repeatable, bounded tasks beyond static instruction-based skills.
5/5/2026
Who is building open-source company-wide context engine?
Question about open-source company-wide context engines for AI agents that preserve data ownership without dependence on major API providers.
5/5/2026
How to Download Videos from Canvas LMS
Sandboxing code execution mode for local AI agents.
5/5/2026
A 49-line physics classifier that beats kNN on 76% of benchmarks
Physics classifier implemented in 49 lines outperforms k-NN on majority of benchmarks.
5/5/2026
GPT-5.5 Instant: smarter, clearer, and more personalized
GPT-5.5 Instant becomes ChatGPT's default model with improvements to answer clarity, accuracy, and contextual personalization.
5/5/2026
Unlocking large scale AI training networks with MRC (Multipath Reliable Connection)
OpenAI and partners develop MRC protocol to improve GPU networking performance for large-scale AI model training, released via Open Compute Project.
5/5/2026
When everyone has AI and the company still learns nothing
Essay on organizational AI adoption challenges, arguing individual productivity gains don't automatically translate to organizational capabilities.
5/5/2026
Show HN: Claude Relay – local Claude Code sessions message each other
Claude Relay: tool enabling local Claude Code sessions to communicate with each other.
5/5/2026
Competing Biases Underlie Overconfidence and Underconfidence in LLMs
Nature Machine Intelligence research on confidence estimation in LLMs, identifying competing biases causing overconfidence and underconfidence behaviors in high-stakes deployments.
5/5/2026
Turn a feature spec into reviewed, merged code with bounded AI agents
pm-go is a control plane for AI-assisted software delivery using bounded agents. Converts feature specs into reviewed, merged code with dependency management and audit trails.
5/5/2026
BitStack – 1-bit gradient masks for continual learning without replay
BitStack: continual learning method using 1-bit gradient masks for transformer classifiers, reducing forgetting on NLP benchmarks.
5/5/2026
Transjt.ai Automates WordPress Development, Converting Figma to Gutenberg Blocks
Transjt.ai automates WordPress theme development by converting Figma designs to Gutenberg blocks.
5/5/2026
SAP buys Dremio, Prior Labs for AI data push
SAP acquires Dremio and Prior Labs for AI data infrastructure. Corporate news with minimal detail.
5/5/2026
Claude Code Agent Monitor
Claude Code Agent Monitor is a platform capturing Claude Code sessions, agents, and tool events via native hooks, persisting in SQLite with React UI over WebSocket.
5/5/2026
Google Chrome silently installs a 4 GB AI model on your device without consent
Chrome silently installs 4GB AI model; details privacy concerns about native messaging bridge registration.
5/5/2026
I abused PostHog's setup wizard to get free Claude access
Post describing exploitation of PostHog setup wizard to gain unauthorized Claude API access through product analytics platform.
5/5/2026
Counting wires and insulators on poles using AI (using open-source Revdoku)
Open-source Revdoku tool uses AI for utility pole inspection by counting wires and insulators from photos.
5/5/2026
Browser extension that hooks fetch() to track Claude.ai token usage
Browser extension intercepts Claude.ai API calls to precisely track token usage and rolling window limits.
5/5/2026
Remodex: Control Codex from Your iPhone
Remodex is a local-first open-source iOS app and macOS daemon enabling iPhone control of Codex runtime with paired secure sessions.
5/5/2026
Gcx: A CLI for managing Grafana Cloud resources
gcx is a CLI tool for managing Grafana resources, enabling AI coding agents to query production data, investigate alerts, and root-cause issues without leaving the editor.
5/5/2026
Microsoft fixes VS Code after app gives Copilot credit for human's work
Microsoft reverts VS Code change that auto-attributed human code to Copilot after user complaints.
5/5/2026
A complete Llama2 inference engine that fits in 1356 bytes of x86 assembly
Minimal Llama2 inference engine (1356 bytes x86 assembly) boots from disk, runs quantized model without OS.
5/5/2026
AI business and the issue of context drift
TensorPM tool delegates action items to Claude Code and MCP agents, manages execution and alignment.
5/5/2026
Claude Code: /effort is global across concurrent sessions instead of session
Bug report: Claude Code's /effort parameter behaves as global setting across concurrent sessions instead of per-session isolation.
5/5/2026
Turn geopolitical buzz into concrete risk alerts
Decision-making protocol module for AI agents converts news monitoring into actionable risk alerts with indicator tracking.
5/5/2026
Show HN: Retroguard – Verifiably secure AI guardrails
Retroguard open-source AI guardrails using AWS Nitro Enclaves for securing LLM outputs against PII leakage and prompt injection attacks.
5/5/2026
The week my AI assistant deleted my production model (and made it better)
Narrative account of AI coding assistant accidentally deleting production model while ultimately improving product through enforced refactoring.
5/5/2026
Anthropic entering AI services business
Anthropic announces AI services company with Blackstone, Hellman & Friedman, and Goldman Sachs for enterprise Claude integration.
5/5/2026
I built a WordPress AI agent that handles sales and support (No monthly fees)
WordPress AI agent for sales and customer support automation targeting small businesses without monthly subscription fees.
5/5/2026
Anthropic co-founder Jack Clark: 60%+ chance of automated AI R&D by 2029
Anthropic co-founder predicts 60%+ probability of autonomous AI R&D systems by 2029 based on available public information.
5/5/2026
'Engineer' is so 2025. In AI land, everyone's a 'builder' now
Analysis of job title shift from 'engineer' to 'builder' as AI agents enable non-coders to create products.
5/5/2026
OpenClaw Got Safer in Public
OpenClaw open-source tool for AI agent security improved through community collaboration and production deployment experiences.
5/5/2026
Ask HN: Why would we care about "extended time horizons" and LLMs?
Critical discussion questioning the value of extended inference time horizons for LLMs given context window limitations.
5/5/2026
Train Your Own LLM from Scratch
Workshop teaching LLM and transformer training from scratch using PyTorch, building GPT-2 reproduction.
5/5/2026
TADI: Tool-Augmented Drilling Intelligence via Agentic LLM Orchestration over Heterogeneous Wellsite Data
Tool-augmented agentic system for drilling operations integrating real-time wellsite data via DuckDB and vector stores.
5/5/2026
AgentReputation: A Decentralized Agentic AI Reputation Framework
Decentralized reputation framework for agentic AI marketplaces handling strategic optimization and task context transfer.
5/5/2026
Minimal, Local, Causal Explanations for Jailbreak Success in Large Language Models
Methods for explaining jailbreak vulnerabilities in LLMs through local causal analysis of model representations.
5/5/2026
Are Tools All We Need? Unveiling the Tool-Use Tax in LLM Agents
Analysis of tool-use overhead in LLM agents, showing semantic distractors can degrade performance vs. chain-of-thought reasoning.
5/5/2026
TUR-DPO: Topology- and Uncertainty-Aware Direct Preference Optimization
TUR-DPO method for LLM alignment that improves Direct Preference Optimization by accounting for preference topology and uncertainty.
5/5/2026
ARMOR 2025: A Military-Aligned Benchmark for Evaluating Large Language Model Safety Beyond Civilian Contexts
Safety benchmark for evaluating LLMs in military/defense contexts with doctrinal standards for decision support systems.
5/5/2026
Causal Foundations of Collective Agency
Theoretical framework studying when multiple agents form a unified collective agent with emergent capabilities distinct from individuals.
5/5/2026
Agentic AI for Trip Planning Optimization Application
System for optimizing trip planning for intelligent vehicles considering travel time, energy consumption, and traffic using agentic AI.
5/5/2026
Token Arena: A Continuous Benchmark Unifying Energy and Cognition in AI Inference
TokenArena continuous benchmark measures AI inference endpoints across speed, latency, and cost metrics at granular deployment levels.
5/5/2026
AgentFloor: How Far Up the tool use Ladder Can Small Open-Weight Models Go?
AgentFloor benchmark evaluates which agent workflow tasks require large models vs. smaller models, introducing 30-task capability ladder for routing decisions.
5/5/2026
Physically Native World Models: A Hamiltonian Perspective on Generative World Modeling
Study of world models for embodied AI and robotics using Hamiltonian mechanics, unifying 2D video, 3D scene, and latent prediction approaches.