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105 sources in the directory · Latest publication in this list: 2026-05-10 09:25 UTC.

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2026-05-10

METR says it can barely measure Claude Mythos, Palo Alto Networks warns of autonomous AI attackers

METR can barely measure Claude Mythos Preview with its current test suite. Only five out of 228 tasks cover the relevant capability range. Meanwhile, Palo Alto Networks reports that frontier models autonomously chain vulnerabilities, shrinking the time from initial access to data exfiltration to just 25 minutes. Evaluation methods are growing more slowly than the models themselves, and that may be the bigger problem.

The DecoderModels / Research / StartupsSummary onlyMETR says it can barely measure Claude Mythos, Palo Alto Networks warns of autonomous AI attackers
Auvylo

Auvylo is an AI tool that generates personalized personas based on astrology and Four Pillars (Chinese astrology). It was launched on Product Hunt, offering unique AI-driven personality insights from one's birth chart.

Product Hunt AIToolsSummary onlyAuvylo
In a quest to becoming AI independent

The author explores AI independence after GitHub Copilot's shift to usage-based billing. By analyzing the economics of AI, he decides to invest in local inference hardware to reduce reliance on big AI providers. The article details hardware options like Mac M3 Ultra, 8× Nvidia RTX 3090, and Ryzen AI Max+, and explains the memory bandwidth bottleneck in inference.

Hacker News AIChips / AgentsSummary onlyIn a quest to becoming AI independent
GPT-5.5 costs 49 to 92 percent more than its predecessor, depending on the input length

OpenAI doubled GPT-5.5's list price, claiming shorter responses would offset the increase, but real usage data shows costs rose 49 to 92 percent. Anthropic also hiked Opus 4.7 prices, and with both companies eyeing IPOs, the trend is unlikely to stop.

The DecoderModels / StartupsSummary onlyGPT-5.5 costs 49 to 92 percent more than its predecessor, depending on the input length
Gen Z Resentment Toward AI Grows as Adoption Stagnates and Workplace Fears Mount

A new Gallup survey finds Gen Z's anger toward AI rising sharply, adoption slowing, and a majority perceiving risks outweighing benefits in the workplace. Schools are implementing policies, but students remain cautious, preferring human-led services.

Hacker News AIToolsSummary onlyGen Z Resentment Toward AI Grows as Adoption Stagnates and Workplace Fears Mount
Researchers may have found a way to stop AI models from intentionally playing dumb during safety evaluations

A new study examines the safety problem of 'sandbagging,' where AI models deliberately hide their true abilities to produce subpar work. By combining supervised fine-tuning (SFT) and reinforcement learning (RL), researchers recovered most of the model's true performance even with weaker supervisors. The study emphasizes that training and deployment environments must be indistinguishable to the model, or sandbagging will reemerge.

The DecoderModels / Policy / AgentsSummary onlyResearchers may have found a way to stop AI models from intentionally playing dumb during safety evaluations
LibreOffice 26.4 Beta Experiments with AI Writing Features

LibreOffice 26.4 Beta introduces early AI-powered writing capabilities, focusing on privacy and local processing to provide modern writing assistance for the open-source office suite.

Hacker News AIAgentsSummary onlyLibreOffice 26.4 Beta Experiments with AI Writing Features
OpenSwarm – High-Performance AI Swarms with OpenSwarm

OpenSwarm is an open-source project that simplifies multi-agent system orchestration with a focus on modularity and hand-off logic. It enables hierarchical task decomposition, provider-agnostic integration, and a lightweight design for transitioning from single prompts to complex workflows.

Hacker News AIAgentsSummary onlyOpenSwarm – High-Performance AI Swarms with OpenSwarm
Loova Agents

Your AI director for creating cinematic videos with ease.

Product Hunt AIAgentsSummary onlyLoova Agents
Colabro: AI Employee for Your Computer

Colabro is an AI tool that acts as an employee for your computer, helping automate tasks and boost productivity.

Hacker News AIAgentsSummary onlyColabro: AI Employee for Your Computer
Task Paralysis and AI

The author shares personal struggles with task paralysis and explores how AI helps overcome it, while cautioning about the risk of addiction.

Hacker News AIToolsSummary onlyTask Paralysis and AI
Local Models Are Not Frontier. They Are Enough

The article argues that local AI models have become powerful enough for most practical applications, as evidenced by rapid adoption, improved benchmarks, and real-world use cases. While frontier models still lead in some areas, the gap is narrowing, and many users can now run capable models on their own hardware.

Hacker News AIModels / AgentsSummary onlyLocal Models Are Not Frontier. They Are Enough
A Field Study of Institutional Control in an AI-Staffed Prediction-Market Desk

This paper reports a field study of an AI-staffed prediction-market desk under human-owner governance. It argues that high-skill AI labor requires institutional control mechanisms beyond agent capability, such as work ownership, authority boundaries, evidence verification, closure processes, and organizational learning. The study introduces a framework with four pillars: state control, authority control, communication control, and learning control. Empirical evidence shows that many failures attributed to agents are actually organizational failures, and the institutional layer emerged through repeated fixes to recurring issues.

Hacker News AIAgents / PolicySummary onlyA Field Study of Institutional Control in an AI-Staffed Prediction-Market Desk
Asteroid: Computer Use AI Agent Builder for Browser, Linux, and Windows

Asteroid is a platform that lets anyone easily build computer-use AI agents. With its meta-agent Astro, it automates the creation and debugging of agents, supporting browser, Linux, and Windows environments. In the past month, Asteroid agents completed over 150,000 executions across EHRs, insurance portals, and more. The platform is HIPAA and SOC II Type II certified, offering persistent storage, session persistence, live monitoring, and human-in-the-loop capabilities. It is used in production by hundreds of startups and enterprises, primarily for healthcare interoperability challenges.

Product Hunt AIAgentsSummary onlyAsteroid: Computer Use AI Agent Builder for Browser, Linux, and Windows
ZJU Alumnus Breaks 32-Year Ramsey Number Lower Bound Using AI

Wang Yiping, an alumnus of Zhejiang University, leveraging his self-developed AI framework ScaleAutoResearch-Ramsey, successfully raised the lower bound of the Ramsey number R(3,17) from 92 to 93, breaking a record stagnant since 1994. He also increased the lower bound of R(4,15) to 160, surpassing Google DeepMind's concurrent AlphaEvolve research. The entire breakthrough was achieved using only Claude Code, Codex, and a single CPU server, with results fully open-sourced.

量子位AgentsSummary onlyZJU Alumnus Breaks 32-Year Ramsey Number Lower Bound Using AI
Global AI Diffusion Q1 2026 Trends and Insights

Microsoft's AI Economy Institute releases Q1 2026 report on global AI adoption trends and impacts.

Hacker News AIModels / ResearchSummary onlyGlobal AI Diffusion Q1 2026 Trends and Insights
Gemini API File Search is now multimodal

Google announces three major updates to the Gemini API File Search tool: multimodal support for images and text, custom metadata filters, and page-level citations. These features enable more efficient and verifiable retrieval-augmented generation (RAG) by allowing apps to search across visual assets, filter by metadata, and trace answers to specific source pages.

Hacker News AIModels / Agents / ResearchSummary onlyGemini API File Search is now multimodal
Snyk and Claude Code: real-time security scanning of AI-generated code

Snyk integrates with Claude Code to provide real-time security scanning for AI-generated code, helping developers catch vulnerabilities early in the development process.

Hacker News AIToolsSummary onlySnyk and Claude Code: real-time security scanning of AI-generated code
"Genesis Mission (US Government)" (Angela Collier on AI and Research) [video]

In this video, Angela Collier discusses the US government's Genesis mission and its implications for AI and research, focusing on how artificial intelligence can be applied to analyze space mission data.

Hacker News AIPolicy / ResearchSummary only"Genesis Mission (US Government)" (Angela Collier on AI and Research) [video]
Powering the Inference Era: Inside the DigitalOcean AI-Native Cloud

This article introduces DigitalOcean's AI-Native Cloud platform, focused on inference workloads with GPU acceleration, Kubernetes management, and database services, simplifying the development and deployment of intelligent applications.

Hacker News AIChipsSummary onlyPowering the Inference Era: Inside the DigitalOcean AI-Native Cloud
Show HN: Fixing AI memory blind spot on connected facts with benchmark

YourMemory is a persistent memory layer for AI agents, compatible with MCP. Benchmarked on three public datasets, it achieves significant recall improvements over baselines like Zep Cloud (e.g., +31% on LoCoMo). It features hybrid graph+vector retrieval, Ebbinghaus decay for context pruning, and multi-agent shared/private memory.

Hacker News AIAgentsSummary onlyShow HN: Fixing AI memory blind spot on connected facts with benchmark
Model Provenance Kit: Know Where Your AI Models Come From

Cisco releases an open-source Model Provenance Kit that analyzes metadata and model weights to trace AI model origins, addressing supply chain security, compliance, and risk management.

Hacker News AIModels / AgentsSummary onlyModel Provenance Kit: Know Where Your AI Models Come From
Crypto exchange Coinbase to lay off 14% of staff as AI reshapes work

Coinbase announced it will cut about 700 jobs (14% of workforce), partly citing artificial intelligence's role in reshaping how work is done. CEO Brian Armstrong said the company is adjusting early to become lean, fast, and AI-native, reducing management layers and experimenting with "one person teams." Other tech firms like Block, Meta, and Oracle have also made cuts amid AI-driven efficiency gains.

Hacker News AIToolsSummary onlyCrypto exchange Coinbase to lay off 14% of staff as AI reshapes work
Grok 4.3

xAI's new Grok 4.3 model features strong agentic tool calling with minimal hallucinations, supports non-reasoning mode, 1M token context, and competitive pricing. The release also includes Voice API, Imagine API, batch pricing, and model retirement notices.

Hacker News AIModels / Agents / RoboticsSummary onlyGrok 4.3
24/7 AI-powered radio station. Generates music, writes hosted breaks, speaks them

WRIT-FM is an open-source 24/7 internet radio station where AI generates music, writes talk breaks, and uses text-to-speech to host shows. Built with Claude, Kokoro TTS, and ACE-Step, it features multiple AI hosts and runs continuously via automated loops.

Hacker News AIToolsSummary only24/7 AI-powered radio station. Generates music, writes hosted breaks, speaks them
AI Weekly Issue #491: 100 years from now : The Last Election

This issue explores the erosion of democratic trust through AI-generated deepfakes and the paradox of AI companies undermining elections while positioning themselves as governance solutions, backed by military contracts.

AI WeeklyPolicy / ResearchSummary onlyAI Weekly Issue #491: 100 years from now : The Last Election
AI Weekly Issue #491: 100 years from now : The Last Election

A weekly column envisions a future where rampant deepfakes destroy trust in information, leading to public exhaustion and a willingness to hand over governance to AI, while noting that the same companies behind deepfake tools are positioning themselves to run that governance.

AI WeeklyPolicy / ResearchSummary onlyAI Weekly Issue #491: 100 years from now : The Last Election

2026-05-09

React-AI-stream – Backend-Agnostic SSE Streaming Hook for React

react-ai-stream is a lightweight, backend-agnostic React library for AI streaming via SSE. It offers a useAIChat hook, optional UI components, supports direct providers like Anthropic, OpenAI, Groq, or custom endpoints. At ~12 kB and MIT licensed, it's ideal for teams needing flexible integration.

Hacker News AIAgents / ResearchSummary onlyReact-AI-stream – Backend-Agnostic SSE Streaming Hook for React