Thinking Machines released Inkling, a ~1 trillion parameter multimodal LLM with a 1M context window, on Hugging Face. The open model natively processes text, image, and audio inputs, features a Mixture-of-Experts archite…
The advisor-executor pattern uses a high-capability model like Fable 5 for planning and review, then switches to a lighter model like Sonnet for implementation, cutting AI costs by 40-60% without sacrificing quality. Thi…
A guide explains how to build a shared AI-human workspace using low-friction capture, agent queues, and evaluation checklists to run 20+ tasks simultaneously, addressing common pitfalls like scattered inputs and unreview…
A new multi-agent workflow system automates product video creation from catalog data, using specialized AI agents for data ingestion, script writing, and visual planning. The approach aims to solve content production bot…
A new method called the LLM Wiki uses Obsidian and Claude to create a self-updating AI knowledge base that automates data ingestion, cross-linking, and daily briefings. The system relies on a structured vault with folder…
OpenAI's ChatGPT Work and Anthropic's Claude Co-work are competing AI super apps for professional workflows, with ChatGPT emphasizing breadth of integrations and automation while Claude focuses on depth of context and do…
Anthropic moved Claude Co-work from desktop-only to cloud-based scheduled tasks, enabling automated workflows to run on its servers without requiring a local machine. The update improves reliability, latency, and schedul…
Companies are rapidly creating in-house AI consultant roles, with salaries ranging from $150,000 to $250,000, to bridge the gap between business strategy and AI deployment. The role involves auditing workflows, evaluatin…
OpenAI's GPT-5.6 Ultra Mode uses multi-agent coordination, spawning four or more parallel agents to decompose and execute complex tasks simultaneously, then synthesizes the results. The system employs a planner-executor-…
Together AI announced day-0 availability of Thinking Machines Lab's new multimodal mixture-of-experts model Inkling on its inference platform. Inkling accepts text, image, and audio inputs, features controllable reasonin…
Together AI released a set of updates to its GPU Clusters platform, including passive health checks, auto node repair, and a rebuilt Slurm-on-Kubernetes stack (Slinky 2.0), aimed at improving reliability and operational …
A practical guide compares three ownership models for AI agent harnesses—vendor-native, fully in-house, and open-source base with a project layer—helping teams decide which layers to build versus adopt for coding agents …
BetterTracker, an AI-powered business optimization platform, replaced its standalone vector store with CockroachDB to consolidate its AI infrastructure onto a single, trusted database. The move eliminated architectural c…
OpenAI is developing AI chatbots to personalize advertising based on individual chat history, but the effectiveness may be limited because users can counter-program ads by asking other chatbots for alternative opinions, …
Researchers introduced CLaRa (Continuous Latent Reasoning), a unified framework that bridges retrieval and generation in large language models by performing embedding-based compression and joint optimization in a shared …
Inkling, a broad generalist AI model from Thinking Machines, is now available on Vercel's AI Gateway, supporting agentic, reasoning, coding, and multimodal tasks with controllable thinking effort. AI Gateway offers a uni…
Anthropic and OpenAI are forming a frontier AI duopoly, with Anthropic expected to generate over $100 billion in revenue by 2026 and potentially trade at $3 trillion. Open-source models are losing enterprise market share…
Researchers at Apple and other institutions published the first evaluation of uncertainty quantification methods for LLM function-calling, finding that multi-sample methods like Semantic Entropy offer no clear advantage …
Granola offers a device-based call transcription tool that captures audio locally without joining as a participant, preserving client candor by avoiding visible notetaker bots. The tool works across Zoom, Google Meet, an…
Granola offers a device-capture transcription tool for Google Meet that records audio locally without joining as a participant or displaying a visible note-taking indicator, avoiding the awkwardness of bots that appear i…