Valmis is an open-source AI agent platform designed for production work with enhanced security through Dockerized isolation and a proxy system. It supports over 100 integrations, multi-step workflows, and cross-session memory.

In this episode, Andreas Welsch and Matt Palmer discuss the implications of US export restrictions on frontier AI models, the challenges of delegating to AI agents, and Sakana AI's new Fugu system as a multivendor orchestration solution. They emphasize the need for a multivendor strategy to avoid infrastructure dependencies.

OpenAI API costs can spiral when agents run wild. Here's how to set spend limits, enable hard caps, and avoid surprise AI bills.

A fan-built online version of the out-of-print Bandai chess-like strategy game Navia Dratp, featuring a Claude-powered AI opponent with safety measures, built with Elixir/Phoenix LiveView.

U.S. organizations lose an average of 2.4% of annual revenue on AI initiatives that fail to deliver expected value, according to an Emergn report. The study highlights the need for clear accountability, governance, and evidence-based decision-making to curb waste.

This article takes a gentle dive into the ultimate AI systems evaluation benchmark, outlining why it was created, curating diverse opinions from groups of experts in the field about it, and wrapping up with a summary of the most widely accepted verdict.

Generate 3D characters with 8K textures and AI motion capture.

MP3toText.ai offers free online MP3 to text conversion with high accuracy, supporting 99 languages, speaker detection, and AI summaries. Upload audio and get editable transcripts in minutes.

Space is becoming a new frontier for AI, driven by energy scarcity. Low Earth orbit is seen as an unmetered energy source, attracting trillion-dollar companies, chipmakers, and startups. As of December 2025, the first LLM trained in space, nanoGPT, has been completed in orbit.

This article provides a technical and compliance-focused guide for U.S. healthcare founders and providers on building AI-enabled wearable healthcare apps across architecture, compliance, and ROI. It covers market opportunity, key use cases (remote patient monitoring, chronic disease management, early diagnostics, virtual care integration), reasons for failure, device categories, and a five-layer architecture.

A fictional yet historically grounded interview with cybernetics founder Norbert Wiener, conducted by AI model Fable. Wiener's real writings are used to comment on modern AI developments including agentic commerce, automation job losses, military AI, and AGI hype. The conversation reveals Wiener's prescient warnings about literal-minded machines, feedback loops, and the need for human humility.

Cloudflare is taking a firm stance on AI web crawlers, setting a deadline for them to operate separately from regular search or be blocked.

OpenAI has floated giving the US government a 5 percent ownership stake as a way of easing tensions with the Trump administration and blunting mounting public backlash against AI, according to the Financial Times. CEO Sam Altman argued that giving the public a financial interest in the company would be the best way to share the upside of AI, the FT reported, citing two unnamed people familiar with the talks. He's said to have first pitched the idea to Trump early last year. Altman reportedly suggested the 5 percent figure. Based on OpenAI's latest funding round, which ended with the company valued at $852 billion, that stake would be worth …

Trainety is a global platform connecting AI project publishers with providers, enabling direct discovery and matching for real AI work.

Thinking Machines explores training LLMs with high-quality human annotations to replicate expert financial judgment. Their proprietary model outperforms frontier models in accuracy and recall at a fraction of the cost.

dart_agent_core is a mobile-first, local-first Dart library for building and evaluating stateful, tool-using AI agents. It supports multiple LLM providers (OpenAI, Gemini, Claude, etc.), tool use, streaming, skill system, context compression, sub-agent delegation, and agent evals. Suitable for Flutter apps without a Python or Node.js backend.

Ghbrk is a credential broker written in Rust that allows autonomous AI coding agents to securely execute Git and GitHub operations without exposing SSH keys or GitHub tokens. It uses a root-owned daemon to hold credentials, requires explicit 'ghbrk' prefix for remote operations, enforces policy-based access control, and logs all decisions to an append-only audit log. Ideal for engineers who delegate GitHub access to AI agents.

If intelligence becomes something people can only rent from a few closed institutions, the public does not just lose software freedom. It loses operational freedom. Open source AI is essential for work, education, science, and more, and must remain usable, understandable, reproducible, locally deployable, and economically viable.

System76 has created a brilliant system monitor specifically for the COSMIC Desktop, offering real-time metrics for CPU, memory, disk, network, GPU, and temperature, along with process management. It's lightweight and well-designed, but primarily for COSMIC; installing on other distros is complex.

ghealth is an open-source CLI that wraps the Google Health API v4, providing 40 verified data types as structured JSON for terminals and AI agents. It uses OAuth 2.0 with PKCE and a setup wizard. This community project is not an official Google release.

Companies like Meta and Microsoft use AI token leaderboards to track employee AI usage. The article explores the 'Claudeonomics' system, tokenmaxxing culture, pros and cons, and implementation tips.

MyWritingTwin captures your unique writing style across formats and languages, enabling any AI tool to generate text that sounds authentically like you, saving hours of editing.

eXo Platform releases version 7.2, integrating native AI capabilities to create a unified, intelligent digital workplace. The update leverages multiple LLMs for controlled AI assistance, enhancing collaboration and productivity.

This issue covers the relaunch of Anthropic's Fable 5 with safety fallbacks and the ecosystem's multi-model orchestration response. Open models like GLM-5.2 see progress with ZCode and benchmarks. Agent infrastructure gains wiki memory and structured composition patterns, while Devin Security Swarm demonstrates agent-based vulnerability discovery. Architecture advances include NVIDIA TwoTower and on-device inference breakthroughs.

Noter is a new layer for collaborating with coding agents without outsourcing your thinking. It features a Mission Control dashboard with four panels for real-time planning and execution monitoring, plus a Blueprint feature for generating specs and prompts. Free tier includes notes and agent context; Pro at €3/mo adds Blueprint, suggested tasks, and prompts.

Zuhair Lakhani, 21, founded Doublespeed, an a16z-backed bot farm using thousands of phones to create AI influencers on TikTok, aiming to replace human creators and manufacture viral trends. The service exploits scarcity and nihilism as marketing strategies, sparking debates about the 'dead internet' and authenticity.

MarketFish is a multi-agent market simulation engine built on 6 academic papers and 11 LLM providers. It creates 128 AI consumers with unique identities, budgets, emotions, and biases, then simulates their shopping behavior over 30 rounds to predict product success. Offers Explore, Validate, and Hybrid modes.

Rasa Intelligence is an AI-powered business diagnostics platform that turns company data into a structured verdict in under 90 seconds. It runs 12 simultaneous diagnostic modules, providing diagnoses, risk maps, strategic recommendations, and prioritized actions.

On day three of the AI Engineer World's Fair, speakers emphasized the need for balance between AI automation and human agency, pushing back against fully automated 'software factory' visions.

Cotal is an open coordination layer for AI agents, addressing the high cost and failure rates caused by coordination breakdowns in multi-agent systems. It provides a shared space, identity verification, access control, and a replayable log for efficient agent collaboration.