In Parallel MCP is a new product on Product Hunt that provides shared context for AI agents, allowing every agent to access the same context for collaboration and consistency.

Mnemo AI is a local agentic AI assistant built with LangGraph and LangChain, supporting multiple LLM providers including Ollama, Bedrock, OpenAI, Anthropic, and more. It features MCP tool integration, RAG, user profile learning, episodic memory, and an ACE Playbook that learns from both successes and failures. The tool also offers web search, image analysis, file operations, bash execution, and many other capabilities.

Judging an agent one action at a time isn't enough. Slow-burn attacks break a malicious goal into ordinary steps that each look safe in isolation. Omnigent's contextual policies track session-wide risk and can block such attacks. This post demonstrates the attack and defense, and explains why agents cannot tamper with the policies.

Members of DOGE at HUD used AI to inform policy decisions, but the agency is withholding documents on the AI tools under deliberative process privilege, sparking transparency concerns.

A developer built a reinforcement learning pipeline where an AI agent writes training jobs to train small models, and then RL-trains the agent itself, rewarding it for producing better models. Results show reward climbing from ~0.0 to ~0.63 over 54 training steps, with skill transfer to a held-out task family. Total cost ~$1,275.

PM to declare Australia the first country worldwide to bring economic, social, security and environmental issues from AI under single office in major speech

Are AI-generated passwords truly random? Research suggests AI passwords are far less secure than you might think.

StanRose introduces an AI-powered mock-interview coach that evaluates not only your answers but also your delivery, including tone, pace, and confidence.

Scaling LLMs isn’t about adding GPUs. It’s about removing wasted work from every request.

A comparison of three open-source LLM evaluation frameworks—RAGAS, DeepEval, and Promptfoo—detailing their purposes, use cases, and the importance of understanding LLM-as-a-judge biases. Includes code walkthroughs for faithfulness checking and CI-gated evaluation.

Valantor acquires EyeLevel to launch Enterprise Visual Intelligence platform, addressing AI's struggle with unstructured documents including handwriting. Through proprietary vision models and fine-grained agents, it achieves high accuracy at low cost, supporting private deployment.

Thrivez AI Mentor is a personalized AI coach that helps users achieve their income goals through customizable plans, weekly check-ins, and document generation. Over 5,000 earners have joined.

The author recounts how he used AI to rebuild a friend's website, only to realize later that a simple file reorganization would have saved 95% of the work. A cautionary tale about making assumptions too early.

At CERN, AI is used for real-time filtering of 40 million particle collisions per second from the LHC, enabling the Higgs boson discovery. New 'trigger AI' uses neural networks for anomaly detection to find unexpected events. AI will also assist in designing the future FCC collider, developing materials, and attracting talent.

Demis Hassabis, CEO of Google DeepMind, proposes a global AI watchdog with the power to halt dangerous frontier models. He argues the US should lead the effort and hopes to establish the organization by year-end.

X (formerly Twitter) has launched hosted MCP servers that allow AI agents to access platform data. Author Daniel Lemire connected an AI coding agent to analyze his own posting history over two months. He discovered that morning posts, especially around 9 a.m., perform best by median views, and longer posts (300-325 characters) receive significantly more engagement than short replies. The process demonstrates how AI agents can simplify data analysis on social media.

Bun's AI-driven rewrite of its core from Zig to Rust sparked a debate on AI-generated code, memory safety, and test reliability. The article examines three opposing perspectives and underscores that passing tests is not verification, advocating for stronger behavioral equivalence standards.

StageWhisper Lite is a free Mac app that transcribes calls and generates summaries on-device. The $99 Founders Edition adds live coaching, screen context, persistent memory, and custom playbooks, supporting your own AI models.

Now that AI chat is becoming the new status quo of search engines, the rules for staying visible have changed for small businesses and solopreneurs. AI traffic grew by 66% in 2025 but accounts for less than 0.15% of all visits. Even if AI citations don't translate to direct traffic, the added exposure is a survival necessity. Here are the most effective ways to improve your standing with AI search engines.

This article examines the open source toolkits for building AI agents in 2026, analyzing key layers like orchestration, memory, protocols, and browser control, and offering strategies for choosing the right tools based on constraints such as latency, audit trails, and language stack.

A professor interviewed by the Chronicle of Higher Education asserts that AI is one of the top four reasons faculty are rushing to retire, citing untenable work conditions, institutional chaos, political assault, and AI's embrace across academia as part of a larger effort to dismantle democratic higher education.

The Global Nobel Laureates Assembly 2026 official hub focuses on AI and nuclear war risks.

A combination of fact and fiction leaves the celebrated documentarian’s puzzling project about software training wanting for depth. Marc Isaacs’ new film is a curious, intriguing, semi-sincere affair that I couldn’t make friends with. It is an odd, shallow piece of work about artificial intelligence that is itself exasperatingly artificial, a self-aware docudrama hybrid.

Learn how enterprises can manage AI investments in the agentic era by measuring useful work per dollar, improving efficiency, and scaling high-value workflows.

Apptio founder Sunny Gupta's new venture Thira is building an agentic 'system of execution' for enterprise back-office, starting with IT. The company has raised $21M seed round and is working with 10 design partners. Trust is central, with semi-autonomous mode transitioning to full autonomy, and features like kill switches and audit trails.

Vizro is an AI-powered iOS app that turns CSV or Excel files into interactive dashboards in minutes. It offers automated analysis, natural language queries, story mode, and easy sharing, all for $9.99/month.

AI Spreadsheet for Business

ccshare is a multiplayer code collaboration tool powered by Claude, enabling real-time shared coding sessions.

Google AI Studio is a browser-based workspace for testing and building with Google's Gemini models. It supports multimodal inputs, prompt engineering, and API integration, suitable for both beginners and developers. This article details its features, use cases, and differences from the consumer Gemini chatbot.

Hayden Bleasel has released Blume, an open-source, MIT-licensed documentation framework. It reads a folder of Markdown or MDX and generates a hidden Astro project, shipping static, AI-ready docs with local search, 30+ MDX components, llms.txt, and a built-in MCP server.