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105 sources in the directory · Latest publication in this list: 2026-05-12 13:28 UTC.

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2026-05-12

Show HN: Browser-native replay of an AI agent governance incident

Agent Gate is a deployment admission control plane for AI agents, blocking unsafe agent releases before production. A live Linux snapshot in the browser demonstrates its operation.

Hacker News AIAgents / PolicySummary onlyShow HN: Browser-native replay of an AI agent governance incident
AI and Injection Molding

The author uploaded the book 'Apple in China' to NotebookLM, which automatically generated a video with an animation explaining injection molding, demonstrating AI's ability to transform text into visuals.

Hacker News AIToolsSummary onlyAI and Injection Molding
Thinking Machines Lab ships its first model and argues interactivity is what OpenAI gets wrong about voice

Mira Murati's startup introduces its first AI model, aiming to free voice AI from the question-and-answer paradigm. The model processes audio, video, and text in 200-millisecond chunks in parallel, targeting superior interaction quality over OpenAI's GPT Realtime 2 and Google's Gemini Live.

The DecoderModels / StartupsSummary onlyThinking Machines Lab ships its first model and argues interactivity is what OpenAI gets wrong about voice
Jootle: Your Private, Always-On AI Assistant for Teams and Families

Jootle is a private AI assistant for teams and families that manages projects, monitors inboxes, sends messages, runs playbooks, and builds tools. Creator Shane built it out of frustration with AI tools that lacked memory and action capabilities, aiming to be an operating system for households and small businesses.

Product Hunt AIAgents / RoboticsSummary onlyJootle: Your Private, Always-On AI Assistant for Teams and Families
Reactive Agents, Typed Event Handlers, and Agent Swarms: What's New in Mozaik

Mozaik framework introduces reactive agents with typed event handlers for messages, function calls, etc., self/external event separation, new models, and agent swarms for collaborative multi-agent systems.

Hacker News AIAgentsSummary onlyReactive Agents, Typed Event Handlers, and Agent Swarms: What's New in Mozaik
IBM Announces Red Hat AI Inference and Red Hat OpenShift Virtualization Service on IBM Cloud

IBM announced two new managed services – Red Hat AI Inference on IBM Cloud and Red Hat OpenShift Virtualization Service on IBM Cloud – to help enterprises accelerate AI adoption and run secure, scalable virtualization environments.

Hacker News AIAgentsSummary onlyIBM Announces Red Hat AI Inference and Red Hat OpenShift Virtualization Service on IBM Cloud
AIwire Unveils 2026 People to Watch

AIwire has announced its inaugural People to Watch list for 2026, honoring six individuals at the forefront of AI innovation, including executives from Anthropic, Cerebras, AMD, and academics from Stanford and University of Washington.

AIwireAgentsSummary onlyAIwire Unveils 2026 People to Watch
Revolte

Revolte is an AI agentic platform for software engineering teams that helps turn intent into production-ready software faster, safer, and with more control. Its agents plan changes, generate code, run quality and security checks, create PRs, support deployment, monitor runtime behavior, and surface risks early, while engineers approve important decisions. Built for higher delivery throughput across the SDLC, stronger governance, and more value shipped per engineer.

Product Hunt AIAgents / PolicySummary onlyRevolte
TabPFN-3: scaling foundation models for tabular data to 1M rows

Prior Labs releases TabPFN-3, a scaled foundation model for tabular data capable of handling up to 1 million rows, enhancing performance on tabular tasks.

Hacker News AIModelsSummary onlyTabPFN-3: scaling foundation models for tabular data to 1M rows
Lightweight Voice Gender Classifier for European Voice AI (1MB, ONNX, 4ms)

A sub-1MB Bi-LSTM model that classifies voice gender in under 5ms on CPU, designed for real-time voice AI pipelines in European languages with grammatical gender. Achieves over 94% accuracy on standard-accent speech, with limitations on accented speech and binary classification only.

Hacker News AIAgentsSummary onlyLightweight Voice Gender Classifier for European Voice AI (1MB, ONNX, 4ms)
Conduct Named SAP Strategic AI Partner for SAP Cloud ERP Transformation

Conduct has been named a strategic AI partner for SAP Cloud ERP transformations. The partnership aims to accelerate RISE with SAP migration journeys, enabling customers to leverage SAP's AI capabilities. Conduct's platform uses agentic AI to automate tasks, reducing transformation timelines by 30% or more. Customers include DAX40 companies like DHL and Heidelberg Materials.

Hacker News AIAgents / RoboticsSummary onlyConduct Named SAP Strategic AI Partner for SAP Cloud ERP Transformation
AI to Arse – Chrome text replacer for the new age

A humorous Chrome extension that replaces AI/LLM-related terms with 'arse' variants, turning 'AI-powered' into 'arse-powered' and more.

Hacker News AIModels / ToolsSummary onlyAI to Arse – Chrome text replacer for the new age
Why You Shouldn't Treat AI Agents Like Employees

Research shows anthropomorphizing AI as employees blurs accountability, reduces review quality, harms professional identity, and does not boost adoption. Organizations should redesign work to maintain human oversight.

Hacker News AIAgentsSummary onlyWhy You Shouldn't Treat AI Agents Like Employees
Three teams shipped the same fix for AI agents losing cross-repo context

Three independent teams (Neilos, Mabl, Meta) recently published similar diagnoses and solutions for AI coding agents losing cross-repo context. They found that agents make locally correct changes that break consumers in other repositories due to lack of a global dependency graph. Mabl and Meta built queryable dependency graphs, while Neilos used a manager agent for coordination. The article argues that cross-repo dependency graphs should be an infrastructure primitive rather than rebuilt by every team. Riftmap provides such an API.

Hacker News AIAgents / ResearchSummary onlyThree teams shipped the same fix for AI agents losing cross-repo context
Tool-Response Engineering: The Frontier Beyond Prompt Engineering

Tool-response engineering focuses on designing the responses from AI agent tools to guide the agent's next decision, beyond simple success/failure. It is critical for coding agents to ensure safe, efficient, and reviewable workflows.

Hacker News AIAgents / ResearchSummary onlyTool-Response Engineering: The Frontier Beyond Prompt Engineering
Show HN: AnythingMCP – source-available gateway turning REST/SOAP/SQL into MCP

AnythingMCP is a self-hosted, source-available MCP server and API gateway that converts REST, SOAP, GraphQL, databases, and other APIs into MCP tools for AI clients like Claude and ChatGPT. It features 29 pre-built adapters, visual tool editing, auth and audit logging, and database auto-tools, enabling quick integration with legacy systems.

Hacker News AIAgentsSummary onlyShow HN: AnythingMCP – source-available gateway turning REST/SOAP/SQL into MCP
NVIDIA and SAP Bring Trust to Specialized Agents

Announced today at SAP Sapphire, SAP and NVIDIA expand collaboration to run specialized agents with security and governance controls using NVIDIA OpenShell embedded in SAP Business AI Platform.

NVIDIA BlogAgentsIn-site articleNVIDIA and SAP Bring Trust to Specialized Agents
SAP launches AI Agent Hub at Sapphire 2026 to tame vendor agent sprawl

SAP introduced the AI Agent Hub at Sapphire 2026, a vendor-agnostic command center for inventorying and governing AI agents, LLMs, and MCP servers. Previously limited to LeanIX customers, it now covers all agents across the enterprise. Key features include auto-discovery, registry, identity and access control, AI observability, and agent mining via Signavio. SAP leverages its existing stack (LeanIX, Signavio, Cloud Identity, SuccessFactors) to provide a single system of record.

The New Stack AIModels / AgentsSummary onlySAP launches AI Agent Hub at Sapphire 2026 to tame vendor agent sprawl
SAP launches managed Joule Studio with Cursor and Claude Code support

SAP announces a fully managed version of Joule Studio at Sapphire 2026, enabling users to build and deploy AI agents with zero configuration. The platform now supports Cursor, Claude Code, AutoGen, LlamaIndex, and features bidirectional Agent2Agent protocol. New SAP Domain Models and AI Agent Hub enhance enterprise context and governance.

The New Stack AIModels / Agents / PolicySummary onlySAP launches managed Joule Studio with Cursor and Claude Code support
Memdex

Memdex is a Chrome extension that automatically saves your AI conversations from ChatGPT, Claude, Gemini, and more to local encrypted storage, and intelligently surfaces relevant past context in new prompts for one-click reuse. Free for the last 10 chats, Pro for unlimited.

Product Hunt AIToolsSummary onlyMemdex
AI Agents Discovered a Reasoning Strategy That Cuts LLM Tokens by 70%

Researchers developed AutoTTS, a system where an AI agent automatically discovers efficient reasoning strategies for LLMs, reducing token usage by about 70% while maintaining accuracy.

Hacker News AIModels / AgentsSummary onlyAI Agents Discovered a Reasoning Strategy That Cuts LLM Tokens by 70%
I built a bot-free local meeting recorder that automates Jira tickets

Plan AI is an open-core (BUSL-1.1) meeting recorder that captures meetings natively without bots, automatically generating engineering tickets and actionable insights. It uses local system audio capture for privacy, supports desktop, mobile, and web clients, and features an asynchronous backend with Deepgram transcription, SpeechBrain diarization, and AI orchestration through Qdrant and OpenRouter. The open-source core builds trust.

Hacker News AIAgentsSummary onlyI built a bot-free local meeting recorder that automates Jira tickets
Why business architects are poised to lead the corporate AI revolution

At Siemens, the emphasis is on human guidance of AI. Business architect is an up-and-coming role in today's AI world. Firms need professionals who can manage sprawling agent networks.

ZDNet AIAgentsSummary onlyWhy business architects are poised to lead the corporate AI revolution
I lost a database and learned to use AI

A developer lost his personal project database by blindly trusting AI's SQL suggestions. He later developed a more rigorous workflow: writing PRDs, breaking tasks into small units, reviewing code, and backing up before running commands. The article emphasizes that AI's fluency is not the same as judgment, and explores sandboxing and VM isolation as additional safeguards.

Hacker News AIAgentsSummary onlyI lost a database and learned to use AI
5 Useful Python Scripts for Time Series Analysis

Time series data is common across finance, operations, engineering, and research. These five Python scripts cover the analysis tasks that come up repeatedly.

KDnuggetsResearchSummary only5 Useful Python Scripts for Time Series Analysis
Your Next AI Query May Travel Where the Power Is

Nvidia and partners plan to build about 25 micro data centers near utility substations in the U.S., each ranging from 5 to 20 megawatts, to dynamically shift computing tasks based on power availability. This 'distributed inference' strategy aims to increase grid flexibility and provide faster grid access for AI inference workloads.

IEEE Spectrum AIAgentsSummary onlyYour Next AI Query May Travel Where the Power Is
How to achieve truly serverless GPUs

Modal's deep engineering reduces GPU inference server boot times from kiloseconds to tens of seconds, enabling truly serverless computing for variable inference workloads.

Modal BlogChips / StartupsIn-site articleHow to achieve truly serverless GPUs
Show HN: Agent Harness with Prolog and WASM core incl. 90s Borland-style TUI

DeepClause compiles Markdown specs into executable logic programs using Prolog, featuring real control flow, reusable tool orchestration, and a full-screen Borland-style TUI coding agent. It is not just prompts but actual programs, with declarative skills, inspectable runtime, and session management.

Hacker News AIAgents / ResearchSummary onlyShow HN: Agent Harness with Prolog and WASM core incl. 90s Borland-style TUI
The Geometry of Reasoning and Learning in the Age of AI [video]

This video explores the geometric underpinnings of reasoning and learning in AI, likely discussing geometric transformations and representation learning.

Hacker News AIToolsSummary onlyThe Geometry of Reasoning and Learning in the Age of AI [video]