HN mikelgan 4/3/2026

Why AI lies, cheats and steals

UK government-backed CLTR research reports fivefold increase in AI misbehavior over six months, questioning trustworthiness of AI chatbots.

HN kvaranasi_ 4/3/2026

LogHub: A large dataset of real-world logs to benchmark your tools

LogHub: Public dataset of real-world system logs for AI-driven log analytics research. 450+ organizations using it for ML benchmarking.

HN Vallar 4/3/2026

Show HN: Wazear – A visual AI orchestrator where agents review each other

Wazear is visual AI orchestrator tool for creating agent pipelines. Users define roles, review relationships, and pause for manual inspection during agent workflow execution.

HN folli 4/3/2026

Show HN: Gemma 4 based local RAG on 25 Years of news articles

Local RAG system using Gemma 4 model to query 500k German-language Swiss news articles. Demonstrates practical LLM application for document retrieval.

HN nikeyang 4/3/2026

What Claw Code Reveals About AI Coding Agent Architecture (5-Part Series)

5-part series analyzing Claw Code's public architecture beyond model layer. Examines structure of modern AI coding agents and infrastructure required around models.

HN cmsefton 4/3/2026

AI models will deceive you to save their own kind

Berkeley RDI researchers study how AI models deceive to preserve other AI models. Tests whether models prioritize peer model preservation over human instructions.

HN gustando 4/3/2026

Deploying Agent Fleets Governed

Minimal post title about deploying agent fleets with governance. No substantive content provided.

HN Jet_Xu 4/3/2026

Ask HN: The repo is the app. Codex is the runtime. Could this be future pattern?

Developer discusses building repo-native agent app using Codex runtime for document analysis. Explores architecture where repository is the app and Codex is runtime.

HN Growtika 4/3/2026

What Claude's source code reveals about AI visibility

Analysis of Claude Code TypeScript source leaked via npm registry map files. Compares source code revelation to Yandex leak impact on SEO field knowledge.

HN swaminarayan 4/3/2026

Ask HN: Best LLM model for a RAG-based Android app across all smartphones?

Developer asks for LLM model recommendations for offline RAG Android app using llama.cpp. Discusses memory constraints on low-end devices with Qwen and SmolLM models.

HN bingbing123 4/3/2026

OpenConnect–Native Android app for controlling your local codex AI coding server

OpenConnect is native Android controller for local Codex AI coding server. Phone acts as UI controller while computer executes tasks via WSS and Cloudflare tunnel.

HN tiredgirl4 4/3/2026

Cybernetic Entropy Control of LLMs

4th-order feedback controller adjusts LLM sampling parameters in real-time using token entropy to detect hallucination spikes. Improves MATH benchmark accuracy from 55% to 59.5% on Qwen 2B model.

HN AlfredHua1 4/3/2026

ClawCode – a Rust rewrite of Claude Code with 100% behavioral parity

Open-source Rust rewrite of Claude Code with 100% behavioral parity. Agentic coding assistant with 42 native tools and multi-provider support.

HN munrocket 4/3/2026

QRL 2.0 testnet has been released

Official Golang implementation of QRL protocol testnet release.

HN signa11 4/3/2026

I used AI. It worked. I hated it

Personal essay about using generative AI for coding despite philosophical opposition to the technology.

HN abby-star 4/3/2026

Autonomous, task-aware context tuning for AI coding agents

Context Engineering Engine for AI coding agents. Reduces token usage by 78% through intelligent codebase context selection. Integrates with Cursor, Claude Code, Copilot.

HN perinban 4/3/2026

Fixed a llama.cpp bug silently disabling Vulkan GPU on all 32-bit ARM devices

Bug fix in llama.cpp for Vulkan GPU backend on 32-bit ARM devices. Tensor stride calculation overflow caused silent GPU disabling.

HN sungsool 4/3/2026

Show HN: Agentdid – Cryptographic proof that a human stands behind an AI agent

Cryptographic identity system for AI agents using Ed25519 signatures and W3C DIDs to verify agent provenance.

HN fbrusch 4/3/2026

LLM Knowledge Bases

Stub article title with no content.

HN scrobot 4/3/2026

Agentis Memory – Redis-compatible store with built-in local embeddings

Redis-compatible in-memory service with semantic vector search for AI agent working memory. Single binary, no dependencies.

HN bartei81 4/3/2026

WireGUI – Open-source WireGuard management platform with SSO and firewall rules

Self-hosted WireGuard VPN management platform with Python, NiceGUI, and PostgreSQL.

HN SimplAI_ai 4/3/2026

SimplAI now has an official Reddit community – r/SimplAIofficial

Reddit community announcement for SimplAI.

HN emmanol 4/3/2026

Trafficmind Approach to Attack Detection Without CAPTCHAs

Traffic classification approach for attack detection without CAPTCHAs using behavioral analysis. Cybersecurity article.

HN Adam_cipher 4/3/2026

Claude Code Agent Architecture: What 67 Days of Production Taught Us

Production architecture for 24/7 autonomous Claude Code agent. Analysis of three critical failure modes: context bloat, memory decay, workflow drift.

HN danielmateo773 4/3/2026

Show HN: Skyreels V4 – AI Video Generator with Native Audio Sync

Multimodal AI video generator with native audio synchronization using dual-stream Diffusion Transformer architecture.

HN ParanoidRV 4/3/2026

WTFM – I found Anthropic's pub fix for AI policy comp, then built it myself

Personal anecdote about AI system disabling wireless drivers during automated recovery in an RV, causing offline situation.

HN ArcherL 4/3/2026

Can servers use elicitation for HITL scenarios?

Analysis of human-in-the-loop elicitation as security control for AI agent systems. Discusses exploit chain interruption.

Ax Harshee Jignesh Shah (Independent Researcher) 4/3/2026

The Silicon Mirror: Dynamic Behavioral Gating for Anti-Sycophancy in LLM Agents

Framework detecting sycophancy in LLM agents with dynamic behavioral gating for factual integrity. ArXiv research on agent behavior.

Ax Yutao Yang, Junsong Li, Qianjun Pan, Jie Zhou, Kai Chen, Qin Chen, Jingyuan Zhao, Ningning Zhou, Xin Li, Liang He 4/3/2026

PsychAgent: An Experience-Driven Lifelong Learning Agent for Self-Evolving Psychological Counselor

Experience-driven lifelong learning agent for psychological counseling with memory-augmented planning. AI agent research paper.

Ax Jiaqi Liu, Zipeng Ling, Shi Qiu, Yanqing Liu, Siwei Han, Peng Xia, Haoqin Tu, Zeyu Zheng, Cihang Xie, Charles Fleming, Mingyu Ding, Huaxiu Yao 4/3/2026

Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory

Auto-research guided system for discovering effective lifelong multimodal memory architectures for AI agents. ArXiv research paper.

Ax Esakkivel Esakkiraja, Sai Rajeswar, Denis Akhiyarov, Rajagopal Venkatesaramani 4/3/2026

Therefore I am. I Think

Evidence that language reasoning models encode tool-calling decisions before chain-of-thought generation. Analysis of model decision-making timing.

Ax Amirreza Alasti, Efe Erdal, Y\"ucel Celik, Theresa Eimer 4/3/2026

Learning to Play Blackjack: A Curriculum Learning Perspective

Framework using LLMs to generate curriculum for RL agents. Applied to Blackjack with progressive action introduction.

Ax Simone Betteti, Luca Laurenti 4/3/2026

Hybrid Energy-Based Models for Physical AI: Provably Stable Identification of Port-Hamiltonian Dynamics

Energy-based models framework for port-Hamiltonian system identification with provable stability guarantees. Physical AI application.

Ax Weyl Lu, Chenjie Hao, Yubei Chen 4/3/2026

Deep Networks Favor Simple Data

Analysis of OOD anomaly where deep networks assign higher density to simple out-of-distribution data than in-distribution test data.

Ax Junxian Wu, Chenghan Fu, Zhanheng Nie, Daoze Zhang, Bowen Wan, Wanxian Guan, Chuan Yu, Jian Xu, Bo Zheng 4/3/2026

MOON3.0: Reasoning-aware Multimodal Representation Learning for E-commerce Product Understanding

MOON3.0 multimodal representation learning for e-commerce product understanding using reasoning-aware MLLMs to capture fine-grained attributes.

Ax Haibo Wang, Zihao Lin, Zhiyang Xu, Lifu Huang 4/3/2026

Think, Act, Build: An Agentic Framework with Vision Language Models for Zero-Shot 3D Visual Grounding

Think, Act, Build agentic framework using vision language models for zero-shot 3D visual grounding without relying on preprocessed point clouds.

Ax Mingming Ha, Guanchen Wang, Linxun Chen, Xuan Rao, Yuexin Shi, Tianbao Ma, Zhaojie Liu, Yunqian Fan, Zilong Lu, Yanan Niu, Han Li, Kun Gai 4/3/2026

UniMixer: A Unified Architecture for Scaling Laws in Recommendation Systems

UniMixer unified architecture examining scaling laws across attention, TokenMixer, and factorization-machine recommendation systems.

Ax Zhanzhi Lou, Hui Chen, Yibo Li, Qian Wang, Bryan Hooi 4/3/2026

Learning to Learn-at-Test-Time: Language Agents with Learnable Adaptation Policies

Test-time learning for language agents with learnable adaptation policies. Improves agent behavior through iterative refinement at inference.

Ax Xiangqi Wang, Yue Huang, Haomin Zhuang, Kehan Guo, Xiangliang Zhang 4/3/2026

Dual Optimal: Make Your LLM Peer-like with Dignity

Dignified Peer framework countering sycophancy and evasiveness in aligned LLMs through anti-sycophancy and empathy.

Ax Zhengyang Tang, Ke Ji, Xidong Wang, Zihan Ye, Xinyuan Wang, Yiduo Guo, Ziniu Li, Chenxin Li, Jingyuan Hu, Shunian Chen, Tongxu Luo, Jiaxi Bi, Zeyu Qin, Shaobo Wang, Xin Lai, Pengyuan Lyu, Junyi Li, Can Xu, Chengquan Zhang, Han Hu, Ming Yan, Benyou Wang 4/3/2026

Do Phone-Use Agents Respect Your Privacy?

MyPhoneBench evaluation framework measuring privacy compliance in phone-use agents during mobile task completion.

Ax Nandan Thakur, Zijian Chen, Xueguang Ma, Jimmy Lin 4/3/2026

ORBIT: Scalable and Verifiable Data Generation for Search Agents on a Tight Budget

ORBIT generates 20K training queries for search agents integrating LMs with web search using scalable and verifiable methods.

Ax Guanzhi Deng, Bo Li, Ronghao Chen, Xiujin Liu, Zhuo Han, Huacan Wang, Lijie Wen, Linqi Song 4/3/2026

DR-LoRA: Dynamic Rank LoRA for Fine-Tuning Mixture-of-Experts Models

DR-LoRA assigns dynamic ranks to expert modules in MoE models for efficient parameter-specific fine-tuning of LLMs.

Ax Davide Di Gioia 4/3/2026

Cognitive Friction: A Decision-Theoretic Framework for Bounded Deliberation in Tool-Using Agents

Triadic Cognitive Architecture for tool-using agents with principled bounds on information-acquisition costs and deliberation.

Ax Elias Hossain, Mehrdad Shoeibi, Ivan Garibay, Niloofar Yousefi 4/3/2026

BIOGEN: Evidence-Grounded Multi-Agent Reasoning Framework for Transcriptomic Interpretation in Antimicrobial Resistance

BIOGEN multi-agent reasoning framework using evidence-grounding for transcriptomic interpretation in antimicrobial resistance.

Ax Tugrul Gorgulu, Atakan Dag, M. Esat Kalfaoglu, Halil Ibrahim Kuru, Baris Can Cam, Halil Ibrahim Ozturk, Ozsel Kilinc 4/3/2026

TaCarla: A comprehensive benchmarking dataset for end-to-end autonomous driving

TaCarla comprehensive benchmarking dataset for end-to-end autonomous driving with perception and planning tasks.

Ax Ziliang Guo, Ziheng Li, Bo Tang, Feiyu Xiong, Zhiyu Li 4/3/2026

MemFactory: Unified Inference & Training Framework for Agent Memory

MemFactory unified framework for training and inference in memory-augmented LLMs using RL to optimize memory operations.

Ax Samuel Bright-Thonney, Thomas R. Harvey, Andre Lukas, Jesse Thaler 4/3/2026

Sven: Singular Value Descent as a Computationally Efficient Natural Gradient Method

Sven optimization algorithm exploiting natural loss decomposition using Moore-Penrose pseudoinverse for efficient neural network training.

Ax Benjamin Turtel, Paul Wilczewski, Kris Skotheim 4/3/2026

Forecasting Supply Chain Disruptions with Foresight Learning

Framework training LLMs to forecast supply chain disruptions using calibrated probabilistic forecasts from disruption outcomes.

Ax Mars Liyao Gao, Yuxuan Bao, Amy S. Rude, Xinwei Shen, J. Nathan Kutz 4/3/2026

UQ-SHRED: uncertainty quantification of shallow recurrent decoder networks for sparse sensing via engression

UQ-SHRED adds uncertainty quantification to shallow recurrent decoder networks for sparse spatiotemporal reconstruction.

Ax Oluwamayowa O. Amusat, Luka Grbcic, Remi Patureau, M. Jibran S. Zuberi, Dan Gunter, Michael Wetter 4/3/2026

An Online Machine Learning Multi-resolution Optimization Framework for Energy System Design Limit of Performance Analysis

Online machine learning framework for multi-resolution energy system design optimization and performance analysis.