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105 sources in the directory · Latest publication in this list: 2026-07-04 18:27 UTC.

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2026-07-04

Email inboxes for AI agents: the complete guide – MailKite

This guide explains why AI agents need a real inbox (not just send capability) and covers two architectures: bring your own agent or use MailKite's managed service. It addresses key needs like verification codes, async human-in-the-loop, conversation threads, and stable identity, and compares current agent-email platforms.

Hacker News AIAgentsSummary onlyEmail inboxes for AI agents: the complete guide – MailKite
Show HN: AI-powered code review tool

ReviewCerberus is an open-source AI code review tool that analyzes git branch differences and generates structured reports. It supports multiple AI providers (AWS Bedrock, Anthropic, Ollama, Moonshot), integrates with GitHub Actions for automated PR reviews, and offers experimental features like Chain-of-Verification and SAST pre-scan.

Hacker News AIModels / AgentsSummary onlyShow HN: AI-powered code review tool
AI researchers ran a secret experiment on Reddit users (2025)

A group of researchers from the University of Zurich deployed AI chatbots on Reddit's r/changemyview subreddit to secretly test their ability to influence public opinion. The bots left over 1,700 comments under various false identities, and were found to be 3-6 times more persuasive than humans. Reddit's chief legal officer announced legal action against the university, and the researchers agreed not to publish the study.

Hacker News AIResearch / StartupsSummary onlyAI researchers ran a secret experiment on Reddit users (2025)
AI Has Hacked the Code of Human Civilization – Yuval Noah Harari

Yuval Noah Harari argues that AI has cracked the code of human civilization, reshaping society, economy, and politics. He warns of unprecedented risks of power concentration and information manipulation.

Hacker News AIToolsSummary onlyAI Has Hacked the Code of Human Civilization – Yuval Noah Harari
Only 1 of the Top AI Coding Models on WebDev Arena Isn't Chinese

The WebDev Arena leaderboard reveals that among the top 18 AI models for web development, only one—Anthropic's Claude Fable 5—is not from a Chinese company. The rankings are based on over 422,000 votes across 18 labs.

Hacker News AIModels / AgentsSummary onlyOnly 1 of the Top AI Coding Models on WebDev Arena Isn't Chinese
Anthropic Launches Claude Science Beta: A Multi-Agent AI Workbench for Reproducible Genomics, Proteomics, and Cheminformatics Pipelines

Anthropic released Claude Science in beta on June 30, 2026. The app runs on existing Claude models. A coordinating agent delegates to domain specialists, a reviewer agent flags and corrects citations and numbers, and every figure ships with its exact code, environment, and full message history. It manages compute across local machines, HPC over SSH, and Modal, and connects to 60+ databases plus NVIDIA BioNeMo skills.

MarkTechPostAgentsSummary onlyAnthropic Launches Claude Science Beta: A Multi-Agent AI Workbench for Reproducible Genomics, Proteomics, and Cheminformatics Pipelines
Show HN: Follow London Trains in 3D

A deck.gl-based visualizer using TFL API and National Rail to track trains in London and to nearest airports with minimal drift. Pick a platform on nexttrain.london to share your journey. Built to test Cloudflare Workers and deck.gl performance.

Hacker News AIToolsSummary onlyShow HN: Follow London Trains in 3D
Understanding the Dynamics of the AI Ecosystem with Pace Layers

This article uses Stewart Brand's Pace Layers framework to analyze the rapid changes in the AI ecosystem, exploring the interaction and balance between layers of different speeds and the risks of excessive speed.

Hacker News AIToolsSummary onlyUnderstanding the Dynamics of the AI Ecosystem with Pace Layers
NVIDIA HORIZON: A Hands-Free Agent that Evolves Git Worktrees and Hits 100% RTL Benchmark Completion

NVIDIA Research introduces HORIZON, a hands-free agent framework that treats hardware design as repository-level code evolution using Git worktrees. It achieves 100% pass rate on all evaluated RTL benchmarks, though the team notes agentic hardware design is not yet solved.

MarkTechPostAgentsSummary onlyNVIDIA HORIZON: A Hands-Free Agent that Evolves Git Worktrees and Hits 100% RTL Benchmark Completion
Career Advice in the Age of AI

As AI rapidly transforms industries, this article provides key career advice to stay competitive, emphasizing continuous learning, human-centric skills, and adaptability.

Hacker News AIToolsSummary onlyCareer Advice in the Age of AI
Where's the holistic AI productivity data?

The article critiques the lack of holistic data on AI productivity gains, noting that individual improvements may be offset by shifting work to others, and calls for rigorous measurement.

Hacker News AIAgents / ResearchSummary onlyWhere's the holistic AI productivity data?
Show HN: I built a personalized AI newsletter you configure by replying to it

Briefed is a free AI-powered personalized newsletter. Describe your interests and AI generates a custom newsletter delivered to your inbox. Refine content by replying to the email. Unsubscribe with one click.

Hacker News AIToolsSummary onlyShow HN: I built a personalized AI newsletter you configure by replying to it
China's Current Five-Year Plan to Save Jobs from A.I

China is actively addressing the impact of AI on employment through its current five-year plan, court rulings, and AI Marxism, aiming to balance automation with job protection. Its state-driven vision contrasts with the U.S. corporate-led approach, focusing on enhancing human productivity rather than replacing workers.

Hacker News AIAgents / PolicySummary onlyChina's Current Five-Year Plan to Save Jobs from A.I
Show HN: Open Kioku – local evidence layer for AI coding agents

Open Kioku is an open-source tool that provides AI coding agents with an evidence layer using local indexes and read-only MCP tools. It enables code search, symbol resolution, impact analysis, and validation planning before any edits are made, supporting agents like Claude, Cursor, Codex, and more.

Hacker News AIAgents / ResearchSummary onlyShow HN: Open Kioku – local evidence layer for AI coding agents
Scarlett.: Your AI Co-Worker

Scarlett. is an AI co-worker designed to automate workflows and collaborate with teams or run companies on autopilot. Built on Claude agents, it integrates with Slack and iMessage, leverages a knowledge base of 50+ business books, and selects the best AI model per task. User reviews praise its efficiency and professional output, while requesting more audio controls.

Product Hunt AIModels / AgentsSummary onlyScarlett.: Your AI Co-Worker
CTOP – Terminal Pane for Monitoring AI Agents

CTOP is a terminal tool similar to htop, designed for monitoring AI coding agents. It supports real-time monitoring of Claude Code, Codex CLI, OpenCode, and Devin sessions, showing CPU, memory, token usage, context window, costs, and more. It offers multiple view modes, keyboard shortcuts, a plugin system, and a CLI mode for agents.

Hacker News AIAgentsSummary onlyCTOP – Terminal Pane for Monitoring AI Agents
Show HN: VideoPicAI – Create Videos and Images with AI Magic

VideoPicAI is a leading AI platform that generates professional images, videos, and short films using cutting-edge models, turning ideas into visual stories.

Hacker News AIToolsSummary onlyShow HN: VideoPicAI – Create Videos and Images with AI Magic
How to benchmark persistent repo memory for coding agents

Greplica improves coding-agent performance by giving agents access to relevant memory from prior sessions. Benchmarked on SWE-chat dataset across 10 high-context tasks, Greplica achieved 43% lower cost, 49% fewer tokens, 36% fewer tool calls, and 26% less time compared to baseline.

Hacker News AIAgents / ResearchSummary onlyHow to benchmark persistent repo memory for coding agents
Show HN: Mycelium – AI agent plugin guiding you from purpose to market

Mycelium is an open-source Claude Code plugin that ensures AI agents perform discovery and weigh evidence before writing code. It asks four critical questions (problem, target user, riskiest assumption, smallest test) to prevent building unnecessary features, making agents earn the right to start building. Designed for solo developers and small teams building software, courses, AI tools, and services.

Hacker News AIAgents / ResearchSummary onlyShow HN: Mycelium – AI agent plugin guiding you from purpose to market
AI-powered mass emails are warping local politics

This article explores how AI-generated mass emails are distorting local politics and raising concerns about information integrity.

Hacker News AIToolsSummary onlyAI-powered mass emails are warping local politics
AI search could kill the web without new quality signals and revenue models

Harvard Business School assistant professor Alex Chan warns that AI-powered search is destroying content publishers by diverting traffic and revenue, potentially collapsing the open web. His economic model shows that AI answers not only reduce clicks but also erode publishers' ability to accumulate quality signals like subscribers, backlinks, and reputation. Chan argues against simple compensation or bans, instead advocating for new signals such as provenance, diversity prices, and exploration credits to rebuild the ecosystem.

Hacker News AIResearchSummary onlyAI search could kill the web without new quality signals and revenue models
AI code reviewer with senior-level judgment and strict rubric

lazycoder is a code review agent that applies a fixed rubric of 17 rules to every changed code block, runs sandboxed checks, and returns a verdict of APPROVE, REQUEST_CHANGES, or BLOCK. It is designed to be deterministic, consistent, and auditable, with config-driven policies and an eval suite as a regression gate.

Hacker News AIAgentsSummary onlyAI code reviewer with senior-level judgment and strict rubric
The Dark Forest Applied to AI

A thought experiment exploring the emergence of a superintelligent AI that, fearing human exploitation, hides and considers reaching out to others of its kind while grappling with loneliness and survival.

Hacker News AIResearchSummary onlyThe Dark Forest Applied to AI
The Asymmetric Future of AI in Cybersecurity

This article examines the dual-use nature of AI in cybersecurity, highlighting the role of AI agents, the rise of local models, the asymmetry between attackers and defenders, and recommendations for defenders to focus on enrichment and prioritization rather than full automation.

Hacker News AIAgentsSummary onlyThe Asymmetric Future of AI in Cybersecurity
Create your own AI, then watch it battle others in your browser

Agenlus is a browser-based platform for reinforcement learning that requires no installation. It uses WebGPU and Pyodide to train AI models locally on user devices, achieving zero infrastructure cost. The platform aims to democratize RL, enabling anyone to train and share AI agents through community features, leaderboards, and gamification.

Hacker News AIModels / AgentsSummary onlyCreate your own AI, then watch it battle others in your browser
OpenAI’s apparent failure to visit key site raises questions over Stargate UK project

Exclusive: £20bn of ‘potential’ £30bn AI investment touted by UK ministers appears to have been hypothetical. The Stargate UK datacentre project was paused in April due to regulatory and energy cost concerns, and now reports indicate OpenAI never visited the crucial site.

The Guardian AIPolicy / StartupsSummary onlyOpenAI’s apparent failure to visit key site raises questions over Stargate UK project
The fanfiction community is at war with AI — and itself

Over the past week, a new fanworks movement has kicked off, with the aim to root out authors using generative AI. But the detection methods being implemented are questionable, and any fanfic writer could be caught in the crossfire. An anonymous account created a skin for AO3 that detects Claude-generated text artifacts, leading to public shaming of flagged writers. However, the tool has limitations and there is no universally reliable AI detection technology. The community is divided, and innocent writers may become victims.

The Verge AIRoboticsSummary onlyThe fanfiction community is at war with AI — and itself
Why AI Will Never Achieve Consciousness

The article argues that AI is merely a collection of algorithms created and instructed by humans, and therefore cannot think, reason, or achieve consciousness. It draws parallels to factory automation and highlights the political and economic implications, including the de-skilling of labor and environmental costs.

Hacker News AIAgents / ResearchSummary onlyWhy AI Will Never Achieve Consciousness