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105 sources in the directory · Latest publication in this list: 2026-05-11 19:47 UTC.

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2026-05-11

Cool way to show off all your AI projects

Project Empire turns your portfolio into a living strategy map that syncs with your real projects, resume, and GitHub, avoiding stale personal sites.

Hacker News AIRoboticsSummary onlyCool way to show off all your AI projects
Agentic AI is giving cyber criminals nation-state-like powers

Pentagon leaders say agentic AI tools compress weeks of work into hours, but the same tools are opening new frontiers of digital crime and changing the very nature of cybersecurity.

Hacker News AIAgents / ResearchSummary onlyAgentic AI is giving cyber criminals nation-state-like powers
Agentic AI vs. AI Agents: The Governance Shift

The article distinguishes between standard AI agents (fixed tools, defined tasks) and agentic AI (autonomous decision-making, delegation, replanning), and how the shift introduces major governance challenges for access control, audit logging, and incident response. It provides a comparison table, guidance on when to use agentic systems, and platform requirements for safe deployment, including shared identity, per-action RBAC, delegation-chain audit logs, sub-agent isolation, and orchestrator-level quotas.

Hacker News AIAgents / PolicySummary onlyAgentic AI vs. AI Agents: The Governance Shift
Nvidia embraces AI investor, topping $40B in equity bets 2026

Nvidia has accelerated its investment pace in 2026, with equity commitments exceeding $40 billion across the AI infrastructure stack. This week, it agreed to invest up to $3.2 billion in Corning and signed a deal for up to $2.1 billion in IREN. The strategy, described as "circular investment," aims to strengthen Nvidia's ecosystem but raises concerns about market distortion.

Hacker News AIStartupsSummary onlyNvidia embraces AI investor, topping $40B in equity bets 2026
Your AI Use Is Breaking My Brain

Jason Koebler's angry piece on how AI writing online is becoming impossible to avoid, filtering it is mentally exhausting and it's even starting to distort regular human writing styles. He introduces the term 'Zombie Internet' to describe this new, insidious phenomenon.

Simon Willison's WeblogAgentsIn-site articleYour AI Use Is Breaking My Brain
Will AI Produce the Next Great Divergence?

The article argues that AI represents a critical juncture that could cause institutional divergence globally, similar to how the Black Death led to different outcomes in Western and Eastern Europe. It outlines four reasons AI could accelerate divergence: wide sector impact, fast pace versus slow law, global access disparities, and epistemic differences among policymakers. It warns that governments must proactively adapt to avoid being left behind. This is a rewritten version tailored for the target locale.

Hacker News AIAgentsSummary onlyWill AI Produce the Next Great Divergence?
Hermes Agent Surpasses OpenClaw as Top App on OpenRouter Leaderboard

Hermes Agent has overtaken OpenClaw to become the most popular app on OpenRouter, with 246B tokens consumed compared to OpenClaw's 189B. The open-source, self-improving AI agent by Nous Research features persistent memory and over 40 built-in tools.

Hacker News AIAgentsSummary onlyHermes Agent Surpasses OpenClaw as Top App on OpenRouter Leaderboard
AI versus Microservices

Microservices were a technical solution to an organizational problem. With the rise of AI coding agents, the balance between scaling teams and architecture is disrupted. This article examines how microservices struggle with AI-driven development, issues like code ownership, merge conflicts, API stability, and predicts an architectural shift.

Hacker News AIAgents / ResearchSummary onlyAI versus Microservices
Banks try to offload AI data-centre debt as exposure mounts

Major banks like JPMorgan, Morgan Stanley, and SMBC are offloading portions of AI data-centre construction debt as exposure nears internal limits. They use SRTs and loan sales to free up balance sheets, with a notable $38bn Oracle project being distributed. The move reflects concerns about risk concentration in AI infrastructure financing, which is now too large for bank balance sheets alone.

Hacker News AIStartupsSummary onlyBanks try to offload AI data-centre debt as exposure mounts
Using LLM in the shebang line of a script

This article demonstrates how to use the LLM CLI tool in a script's shebang line to directly invoke language models, supporting fragments, tool calls, and YAML templates to make text files executable.

Simon Willison's WeblogModels / Agents / ResearchIn-site articleUsing LLM in the shebang line of a script
Introducing Claude Platform on AWS: Anthropic’s native platform, through your AWS account

Anthropic announced the general availability of Claude Platform on AWS, a new service providing direct access to the native Claude Platform experience through an AWS account. It integrates with AWS IAM, CloudTrail, and Marketplace for authentication, auditing, and billing. Users can access APIs, managed agents, and more. Available in multiple regions.

AWS Machine Learning BlogAgentsIn-site articleIntroducing Claude Platform on AWS: Anthropic’s native platform, through your AWS account
SolidInvoice: Open-Source Invoicing with a Built-In MCP Server

SolidInvoice 3.0 includes a built-in Model Context Protocol (MCP) server, allowing AI agents to securely read and manage invoices, quotes, clients, and payments via OAuth 2.1. Each connection is bound to a single company with separate read/write permissions. Compatible with Claude, Cursor, and other agents. No API keys required; self-hosted instances need HTTPS.

Hacker News AIAgentsSummary onlySolidInvoice: Open-Source Invoicing with a Built-In MCP Server
Best AI Tools for Social Media in 2026 (Ranked & Reviewed)

This article reviews the best AI social media tools in 2026, ranked by use case. It covers XreplyAI, Typefully, Hypefury, Tweet Hunter, Buffer, and Taplio, highlighting the BYOK model for cost savings.

Hacker News AIAgentsSummary onlyBest AI Tools for Social Media in 2026 (Ranked & Reviewed)
PHBench

PHBench is the first public benchmark that predicts Series A funding from Product Hunt launch signals. Developed by Vela Partners and Oxford University, it analyzed 67,292 featured launches over 7 years and matched 528 verified Series A rounds. Key findings include that team size combined with community engagement is the strongest predictor, B2B categories convert at 3x the baseline rate, and rank #1 launches raise at 2.2x unranked. The dataset, code, and baselines are open-source.

Product Hunt AIResearch / AgentsSummary onlyPHBench
The EU wants to regulate AI but needs OpenAI and Anthropic to let regulators through the door

OpenAI has offered the EU Commission direct access to its new GPT-5.5 Cyber model for security review, with talks already underway. Anthropic is proving harder to pin down: after four to five meetings on its Mythos model, regulators still don't have access. The gap highlights how dependent Europe's AI oversight remains on voluntary cooperation from the companies it aims to regulate.

The DecoderPolicy / ModelsSummary onlyThe EU wants to regulate AI but needs OpenAI and Anthropic to let regulators through the door
Open Source FreeCAD-validator on GitHub

A deterministic, reproducible validation tool for parametric FreeCAD models that scores geometry similarity and CAD spec consistency without LLM or GPU.

Hacker News AIModels / Agents / ChipsSummary onlyOpen Source FreeCAD-validator on GitHub
Transform articles into LinkedIn and Twitter posts with AI

Spark Content Engine is a Chrome extension that uses AI to instantly turn any article, blog post, or newsletter into social media posts, summaries, and infographics. Supports multiple languages, tones, and brand voice, ideal for creators and marketers.

Hacker News AIToolsSummary onlyTransform articles into LinkedIn and Twitter posts with AI
Digg tries again, this time as an AI news aggregator

Digg revives again, this time as an AI news aggregator, after its previous reboot failed due to bot traffic and lack of differentiation.

Hacker News AIRoboticsSummary onlyDigg tries again, this time as an AI news aggregator
AI eats software: Top investor dumps Microsoft shares

British hedge fund TCI slashed its Microsoft stake from 10% to 1%, after being invested since 2017 with a position worth around $8 billion. The move may signal concerns about AI disrupting software.

Hacker News AIStartupsSummary onlyAI eats software: Top investor dumps Microsoft shares
Show HN: AaaS – to build and deploy business AI agents to messaging apps in NL

AaaS is an open protocol and toolkit that allows non-coders to build AI agents by describing services, dropping in data, and connecting to messaging platforms like Telegram, Discord, and WhatsApp. The agents handle conversations, transactions, and deliveries autonomously.

Hacker News AIAgentsSummary onlyShow HN: AaaS – to build and deploy business AI agents to messaging apps in NL
MartinLoop – budget caps and audit trails for AI coding agents

MartinLoop is an open-source governance layer for AI coding agents, enforcing budget caps, policy checks, verifier gates, rollback evidence, and auditable run records. It tackles the 'Ralph Loop' problem—agents stuck in unbounded retry loops with no cost control or accountability. The tool offers CLI and SDK interfaces, integrates with Claude and Codex adapters, and uses a five-layer architecture to ensure safe, economical, and transparent agent runs.

Hacker News AIAgents / PolicySummary onlyMartinLoop – budget caps and audit trails for AI coding agents
Red Hat and Core42 Set the Standard for Sovereign AI Infrastructure

Red Hat and Core42 collaborate to deliver sovereign cloud and AI services for regulated industries in the UAE, using open hybrid cloud technologies to balance innovation with compliance.

AIwireAgentsSummary onlyRed Hat and Core42 Set the Standard for Sovereign AI Infrastructure
Building AI skills like checklists

This article describes how to build AI skills like surgical checklists, emphasizing iterative testing, solving problems first before drafting, separating reference docs, and continuous dry-run loops with sub-agents.

Hacker News AIAgentsSummary onlyBuilding AI skills like checklists
Tool Tax: Why MCP Servers Devour Your AI Budget

This article analyzes the cost problem of MCP (Model Context Protocol) in AI integration, pointing out that each additional MCP server introduces significant token overhead, leading to budget bloat. The article calls this extra cost "Tool Tax" and explores its mechanisms, three optimization strategies, and advice for MCP server developers.

Hacker News AIAgentsSummary onlyTool Tax: Why MCP Servers Devour Your AI Budget
SocialReasoning-Bench: Measuring whether AI agents act in users’ best interests

Microsoft Research introduces SocialReasoning-Bench, a benchmark evaluating AI agents' social reasoning in principal-agent settings. Tests show frontier models complete tasks but often fail to secure optimal outcomes for users, even with explicit instructions. The benchmark measures outcome optimality and due diligence to assess agents' ability to act in users' best interests.

Microsoft Research BlogModels / AgentsIn-site articleSocialReasoning-Bench: Measuring whether AI agents act in users’ best interests
Build a Basic AI Agent from Scratch

This article walks through building a minimal AI agent in Python without frameworks, using a local Ollama instance with gemma4. It covers the four essential components: loop, LLM connection, user input, and context memory.

Hacker News AIModels / AgentsSummary onlyBuild a Basic AI Agent from Scratch
AIQ Rank – a score for how AI-native your workflow is

AIQ Rank measures AI fluency based on real usage of tools like Claude Code, Cowork, Codex, Cursor, and OpenCode. All data stays on your machine. Free for individuals, with a private beta for companies.

Hacker News AIAgents / ResearchSummary onlyAIQ Rank – a score for how AI-native your workflow is
PaidSync, Run Google/Meta/LinkedIn/TikTok Ads from Claude or ChatGPT

PaidSync is an AI-powered ad management tool that lets you manage Google Ads, Meta Ads, TikTok Ads, and LinkedIn Ads through conversational AI assistants like Claude and ChatGPT. It offers instant account audits, cross-platform optimization, and full campaign lifecycle management.

Hacker News AIAgents / ResearchSummary onlyPaidSync, Run Google/Meta/LinkedIn/TikTok Ads from Claude or ChatGPT
Manufacturing intelligence with Amazon Nova Multimodal Embeddings

This post demonstrates how to build a multimodal retrieval system for aerospace manufacturing documents using Amazon Nova Multimodal Embeddings on Amazon Bedrock and Amazon S3 Vectors. It compares text-only vs multimodal pipelines on 26 manufacturing queries, showing multimodal embeddings significantly improve retrieval of visual information from diagrams, charts, and images.

AWS Machine Learning BlogModels / ResearchIn-site articleManufacturing intelligence with Amazon Nova Multimodal Embeddings