3/19/2026
Ethical Fairness without Demographics in Human-Centered AI
Method for achieving fairness in AI systems without demographic attributes for human-centered applications.
3/19/2026
REFINE-DP: Diffusion Policy Fine-tuning for Humanoid Loco-manipulation via Reinforcement Learning
Method for fine-tuning diffusion policies with reinforcement learning for humanoid robot loco-manipulation tasks.
3/19/2026
ASAP: Attention-Shift-Aware Pruning for Efficient LVLM Inference
Pruning method for efficient large vision-language model inference by exploiting attention patterns and addressing token redundancy.
3/19/2026
I Know What I Don't Know: Latent Posterior Factor Models for Multi-Evidence Probabilistic Reasoning
Framework for aggregating noisy heterogeneous evidence in probabilistic reasoning tasks with explicit uncertainty quantification.
3/19/2026
Theoretical Foundations of Latent Posterior Factors: Formal Guarantees for Multi-Evidence Reasoning
Theoretical framework for aggregating multiple evidence sources in probabilistic prediction with formal guarantees for multi-evidence reasoning.
3/19/2026
Show HN: Jninty – Track seeds, plants, and harvests across seasons (open source)
Dashboard for orchestrating multiple AI agents (Claude, Codex, Aider, Goose) with real-time monitoring and isolation.
3/19/2026
Fed fake paper to NotebookLM and ask two AI podcast hosts what it means for them
Live AI judge for hackathons using multi-model ensemble from Gemini, Claude, and Groq with real-time video/audio analysis.
3/19/2026
Identity-first containment for autonomous agent workloads (SPIFFE and Istio lab) [pdf]
PDF on identity-based security containment for autonomous agent workloads using SPIFFE and Istio.
3/19/2026
Which AI model is best for Laravel?
Experiment feeding fake academic paper to NotebookLM's audio feature to test AI podcast hosts' credibility.
3/19/2026
Rotating the Space: On LLMs as a Medium for Thought
Dataset from Anthropic interviews on how AI is being used in people's daily lives.
3/19/2026
Idea Killshot: stress-test your startup idea before the market does
Evaluation framework benchmarking AI coding agents on Laravel problems using test verification and cost tracking.
3/19/2026
k8s multi tenancy: its a cluster f*ck
Kubernetes multi-tenancy challenges with AI agents requiring ephemeral environments. Infrastructure scaling issues.
3/19/2026
Billy.sh – a local AI coding assistant for the terminal
Privacy-focused AI system for Meta addressing data flows through LLMs and sensitive information exposure.
3/19/2026
I Choose Ruby on Rails in the AI Coding Era
Local AI coding assistant for terminal using Ollama, no subscription, runs offline, built with Go.
3/19/2026
I built a memory AI that talks and learns
Essay on Ruby on Rails' resurgence as practical choice in AI coding era due to productivity and maintainability.
3/19/2026
Cook: A simple CLI for orchestrating Claude Code
CLI tool for orchestrating Claude Code workflows with operators for iteration, review, parallel execution, and composition.
3/19/2026
The Flawed Ephemeral Software Hypothesis
Analysis arguing software won't become disposable despite AI coding agents, critiquing concepts like 'vibe coding' and ephemeral apps.
3/19/2026
Show HN: Fitness MCP
Model Context Protocol (MCP) server for accessing fitness data from Garmin and Strava integrations with LLM applications.
3/19/2026
Rede (small networks of LLM bots)
Cloudflare Workers project for running networks of LLM-backed bots using Durable Objects, with message history, coordination, and optional web fetching capabilities.
3/19/2026
Ask HN: How do you deal with people who trust LLMs?
Framework for running small networks of LLM-backed bots on Cloudflare Workers with message history and coordination.
3/19/2026
Show HN: VMetal – run a GPU cloud on bare metal without OpenStack
Bare metal GPU cluster management platform with Kubernetes-native workflows, simplifying infrastructure without OpenStack complexity.
3/19/2026
Agent Drift: The Mythical Man-Month and LM Teams (Claude Hallucinates Moltbook)
Discussion thread on managing relationships with people who blindly trust LLM outputs as objective truth.
3/19/2026
AI is the final frontier of Copyleft
Essay examining copyleft licensing challenges in the AI era, arguing GPL concepts must evolve to protect users from vendor lock-in.
3/19/2026
South Korea's SDT opens Quantum-AI data center
South Korea's SDT opens first commercial quantum-AI hybrid data center in Seoul with 20-qubit Kreo quantum computer and Nvidia DGX B200 integration.
3/19/2026
Scheduled: Open-Source Calendly, but AI
Scheduled: Open-source AI agent integrated with Gmail that autonomously reads meeting request emails, checks calendar availability, and drafts proposed times.
3/19/2026
Show HN: ATO – a GUI to see and fix what your LLM agents configured
ATO: GUI control panel managing multiple LLM agents (Claude Code, Codex, OpenClaw, Hermes) with workflow orchestration and MCP integration.
3/19/2026
AI pilot program in LA County courts will help judges craft rulings
LA County courts pilot AI tool (Learned Hand) to summarize legal motions and draft rulings based on judge writing styles.
3/19/2026
The Agentic Organization
Conceptual framework on how AI agents transform organizational structure and decision-making beyond efficiency gains.
3/19/2026
I Handed Off Maintenance of My Chrome Extension to AI
Case study: developer maintaining open-source Chrome extension with AI assistance for bug fixes and feature development.
3/19/2026
OpenAI to acquire Astral
OpenAI acquires Astral, integrating open source Python developer tools (uv, Ruff) into Codex ecosystem to enhance Python development tooling.
3/18/2026
Chainguard Is Now Protecting You from AI Agent Skills Gone Rogue
Chainguard Agent Skills: security solution protecting against malicious AI agent skills with verification and sandboxing for YAML-based agent plugins.
3/18/2026
Fighting Context Drift
Trepan: local-first architectural linter enforcing code intent and preventing architecture drift without cloud data transmission.
3/18/2026
PondDB – Self-hosted agent memory database built on DuckDB
PondDB: open-source DuckDB-based memory database for multi-agent systems enabling SQL querying of agent state and decision history.
3/18/2026
Show HN: A Genetic algorithm that red-teams your copy with 100 LLM personas
Genetic algorithm that uses 100 LLM personas to red-team and improve landing page copy generation, addressing generic AI writing outputs.
3/18/2026
Show HN: Blobsearch – Object storage and DuckDB based Elasticsearch alternative
Blobsearch: DuckDB-based log storage and querying alternative using S3 and Parquet for cost-effective log management.
3/18/2026
Claude Code's poor time awareness
Bug report on Claude Code's poor time-awareness limiting task optimization and efficiency in code completion.
3/18/2026
Show HN: Jira-MCP – Full Jira for AI agents in 3 tools, not 72
MCP tool providing simplified Jira integration for AI agents via 3 composable tools instead of 72 API endpoints.
3/18/2026
Skillfile, the declarative skill manager, now auto-discovers skills in repos
Skillfile: declarative manifest system for managing AI agent skills across Claude, Cursor, Gemini and other platforms with versioning and deployment.
3/18/2026
Business-as-Code with LittleHorse 1.0
LittleHorse 1.0: microservice orchestration engine enabling Business-as-Code approach for distributed process definition.
3/18/2026
Pervaziv AI Code Review GitHub Action
GitHub Action providing AI code review via Pervaziv.
3/18/2026
FastAPI-compatible Python framework with Zig HTTP core; 7x faster
TurboAPI: FastAPI-compatible Python framework with Zig HTTP core, 7x faster with zero-copy responses.
3/18/2026
A BEAM-native personal autonomous AI agent built on Elixir/OTP
Open-source personal autonomous AI agent built on Elixir/OTP that monitors feeds, executes workflows, routes tasks to cheapest suitable LLM. Single-user, auditable codebase.
3/18/2026
iCloud Photo Sharing Sucks – Can AI Help Me Replace It?
Personal project using Claude to build photo sharing app replacing iCloud. Practical LLM application with implementation discussion.
3/18/2026
We Made AI Gamble. What Poker Revealed About Frontier LLMs
Headline about poker experiments with frontier LLMs. Appears duplicate of article [3] with less content.
3/18/2026
We Made LLMs Gamble: Heres What Poker Revealed About Frontier AI Models
Research using Claude Sonnet and Gemini Flash agents to play poker, revealing reasoning capabilities and strategic decision-making in frontier LLMs through game theory.
3/18/2026
Show HN: Duplicate 3 layers in a 24B LLM, logical deduction .22→.76. No training
Experiment replicating RYS method on consumer AMD GPUs, discovering discrete reasoning circuits in 24B LLM by duplicating layers improves logical deduction from 0.22 to 0.76.
3/18/2026
Show HN: Stop GPU pods placement getting bottlenecked by reserved VRAM
GPU runtime for Nvidia GPUs enabling safe VRAM overcommit, fractional core allocation, and weight deduplication.
3/18/2026
VibePod adds Ollama/vLLM back end support for Claude Code and Codex
VibePod adds Ollama/vLLM backend support for Claude Code and Codex.
3/18/2026
Why Smart Engineers Still Miss What Makes Enterprise AI Work
Enterprise AI adoption gap: models and agents scale but organizational context understanding lags. Governance and activation challenges remain.
3/18/2026
Show HN: Real-time local TTS (31M params, 5.6x CPU, voice cloning, ONNX)
Local TTS model with 31M params, voice cloning, voice blending. 5.6x realtime on CPU, ONNX export, Apache 2.0 license.