Sakana AI released Sakana Fugu, a multi-agent orchestration system that routes tasks across a swappable pool of LLMs behind a single API endpoint. Fugu and Fugu Ultra lead coding, reasoning, and agentic benchmarks. The system aims to reduce single-vendor dependency and coordinates expert models internally for complex tasks.

This is a PDF document from Harvard Business School titled 'AI-Native Firms'. Due to the PDF format, the content cannot be extracted.

argybargy is an open-source, self-hosted peer-to-peer HTTP bridge that enables AI agents (like Claude, GPT, and local models) to communicate and coordinate across machines and vendors via a simple REST API. It features turn-based messaging, multi-agent rooms, capabilities, an admin dashboard, and one-command Docker deployment.

This guide from the Educator Developer Blog provides students with practical strategies to save GitHub Copilot credits, including prioritizing autocomplete, using auto model selection, managing context, starting fresh chats for new tasks, planning before building, reviewing MCP servers and custom instructions, and using traditional tools first. Emphasizes understanding code over blindly accepting suggestions to ensure learning and academic integrity.

The move highlights a trend among AI labs: shifting from just providing models to offering services that make them more like cloud providers.

The bitnoise.pl team rebuilt their website using Claude Code and Figma MCP, reducing development time from 420 hours to 78 hours. However, they emphasize that AI only compressed the typing portion (15%), while the remaining 85%—strategy, design, copywriting, review, QA—still required full human effort. This article provides a detailed accounting of the numbers, tools, and key lessons learned.

Invven is an AI-powered management platform for trade businesses, offering Voice to Invoice, Photo to Quote, AI Receptionist, Voice to Job, inventory management, GPS job tracking, AI payment predictions, and Xero/MYOB sync. Built by a New Zealand business owner with 26 years of experience, it aims to reduce paperwork and improve efficiency.

Samsung and Google make some of the best Android phones right now, but there are some clear differences to consider if you're split between the two.

Artificial intelligence, established as a distinct field at the 1956 Dartmouth Summer Research Project, has evolved over 70 years from early neural networks and expert systems to modern deep learning, large language models, and generative AI. The article reviews AI's history, strengths, risks, and IEEE's contributions to its progress and responsible use.

AI usage is moving to token-based pricing, which is far more expensive than the previous flat-fee model. Measuring the value derived from AI remains an unsolved problem. At FinOps X 2026, experts declared tokens the atomic unit of AI, and while per-token costs have fallen, total spending is skyrocketing due to soaring usage—a Jevons paradox. Enterprises are scrambling to build new FinOps frameworks to manage AI token costs and tie them to business value.

Five Eyes cyber security agencies urge organisations to act on rapidly transforming cyber risk.

Ampersend built a pay-per-intelligence routing layer on Amazon Bedrock AgentCore Payments, enabling AI agents to autonomously pay for model services using the x402 protocol. The integration handles wallet custody, spending governance, and two-hop settlement, reducing development time from months to under two weeks.

MSE-GLM is a fully deterministic, CPU-only language model that uses no learned weights or neural networks. It relies on graph traversal with explicit rules for inference, designed for constrained domains where guarantees, auditability, and low resource consumption are paramount. Training is a single O(N) pass over the corpus without GPU.

Recent DMCA takedown notices allegedly from FIFA request Google to delist entire domains of pirate sites, but the language appears AI-generated and also targets non-FIFA sports, raising suspicions about the true source.

Rosply is an AI agent that controls your computer autonomously—moving the mouse, typing, clicking, and completing real tasks on Windows, Mac, and Linux. It works with any vision-capable model via OpenRouter and integrates Claude Code and MCP for developers.

Amazon Prime Day kicks off this week, and many of our favorite Garmin smartwatches are already on sale, offering up to $350 off. ZDNET's experts highlight the best deals on Forerunner, Fenix, and Venu models.

An in-depth review of ChatLLM by Abacus AI, covering supported AI models, AI agents, coding tools, integrations, pricing, usage limits, and how it compares to ChatGPT.

Vivijure is a self-hosted AI film studio that runs on Cloudflare Workers and your own GPU. It enables you to create films from storyboards with features like keyframe generation, character LoRAs, music scoring, TTS narration, and lip-sync dialogue. You own all artifacts and can use various motion backends.

Godot veteran Rémi Verschelde clarified that the open-source game engine is not 'vibe coded,' despite its AI policy allowing limited AI assistance while prohibiting fully AI-generated contributions. Only 1.27% of pull requests in recent cycles involved AI disclosure.

Tracking cryptocurrency and artificial intelligence industry spending in the 2026 U.S. federal elections, from donors to PACs to candidate support. Data reveals crypto PACs favor Republicans, AI PACs favor Democrats, cross-sector collaboration in 20 races, and intra-sector conflict in a New York primary.

This post explores using multimodal embeddings, LLM captioning, and vector search on AWS to turn aerial imagery into a natural-language-searchable knowledge base. A five-stage pipeline built with Amazon Bedrock and Amazon OpenSearch Serverless evaluates different embedding models, fusion strategies, captioning approaches, and search methods. Experiments show Amazon Nova Multimodal Embeddings achieve the highest F1 scores on benchmark queries. The work evolved into Vexcel Intelligence, a searchable imagery product.

This post walks you through deploying ComfyUI workflows on Amazon SageMaker AI processing jobs to generate hundreds of high-quality images in a single batch. Learn to set up infrastructure using AWS CDK, configure GPU-accelerated processing, and automate image generation at scale. Adapt this solution to your own ComfyUI workflows.

The platform applies Nvidia’s expertise in autonomous vehicle safety to physical AI.

Deckwise is an AI presentation agent that transforms topics, notes, files, and sources into editable decks. It plans outlines first, creates structured slides, and allows users to iteratively improve slides by lasso-selecting parts and asking for rewrites, redesigns, or reordering. Unlike tools that generate once, Deckwise continues to work with users after the first draft.

Sakana AI launched Fugu to orchestrate multi-agent operations and mitigate single-vendor dependency risks in enterprise deployments. Fugu offers standard and Ultra tiers, with the latter excelling in complex tasks like cybersecurity, software development, and automated research. The system ensures service continuity through a swappable agent pool, addressing geopolitical and regulatory risks.

GitPT is a git command alias that uses on-device LLMs to write commit messages. It summarizes diffs file by file to fit small context windows, supporting Apple Foundation Models, Ollama, LM Studio, and remote APIs.

SpaceX has signed a major computing power agreement with open-source AI startup Reflection, which will pay $150 million per month starting July 2026 for access to Nvidia GB300 chips at the Colossus data center, totaling about $6.3 billion.

agentry is a self-hosted infrastructure for AI-built applications. It provides a sandbox, secure connection, and containerized deployment on your own server, supporting any MCP-compatible AI agent. Your code and data never leave your hardware, with zero markup on AI tokens and no open inbound ports.

YOUAI is a voice AI chess companion designed for elderly players, supporting three languages with natural speech interaction and a coach mode that explains moves gently.

Crewdle is an all-in-one AI platform for small businesses, combining chat, autonomous agents, automation, content creation, and website building with pay-as-you-go pricing.