Service companies' incentive misalignment steers AI adoption toward gradual change, not transformation
“Service companies optimize three things: how to get into your wallet, how to stay in it, and how to increase their share of it.”
Latest signals
Every signal tracked from the world's AI conferences — 4,665 talks, quotes & announcements, newest first.
Azure Foundry offers 11,000+ models with a cost framework for multi-agent AI workloads
“Context windows range from a few thousand tokens up to a million or more, and that window is a cost lever, not just a capability.”
Unity Catalog managed tables now offer configurable storage placement and ownership controls in 2026
AWS publishes prompt engineering fundamentals guide for Amazon Quick AI platform
“The difference isn't the AI's capability. It's how you communicate your needs.”
AWS publishes component-level prompt engineering patterns for Amazon Quick productivity suite
“Be specific by stating what you want to achieve, for whom, and why.”
RAG fails at portfolio-scale aggregation; structured extraction into a database is the fix
“The answer is structured extraction, not better retrieval.”
Condé Nast cut video discovery time from 250 minutes to under 2 minutes using multimodal AI search
Simon Willison is live-blogging OpenAI DevDay 2026 in San Francisco
NVIDIA Kumo Tabular claims a new accuracy-efficiency frontier for tabular prediction tasks
Screener sub-agents read full traces so the main agent's context stays manageable
“we're really familiar with designing an org chart, in a way”
Proactivity, not efficiency gains, is the defensible moat for consumer AI assistants
“There is massive defensibility around proactivity.”
MCP agents require source-aware verification, not just factual accuracy checks
OpenAI launches GPT-6.1 Sol at one-fifth the price of its flagship Astra model
“near-Astra intelligence for coding, computer use, and professional work at one-fifth of Astra's standard API input and output token prices”
OpenAI DevDay 2026 unveiled GPT-6 Astra alongside 20+ developer announcements
DeepLearning.AI and AWS launch a Professional Certification Program in Data Engineering
AMD acquires World Labs for $8.2B, gaining spatial AI and Atlas sparse reconstruction model
“Recently we released Atlas, a first of its kind omni model architecture that solves a key outstanding problem in spatial intelligence: new camera view prediction.”
Claude Opus 5.5 ships, leads SimpleBench at 88.4% and dominates explainer video creation
Anthropic's Claude Code evolves toward self-modifying agents via 'Cloud Brain, Local Hands' architecture.
“From the rapid rise of Claude Code to a future where agents can rewrite their own harnesses, collaborate across teams, and operate across cloud and local environments, the way we build software is changing extraordinarily fast.”
OpenAI launches dots, a proactive agentic assistant for long-running complex tasks
“Dots by OpenAI are a proactive assistant that can keep working across complex projects and everyday tasks.”
Daniel Ek steps back from Spotify CEO to pursue AI-driven early disease detection startup
xAI's Grok 4.7 lands on Amazon Bedrock with 500K context and self-verification for agents
“A model that checks its own output before continuing tends to fail less catastrophically on long trajectories, where an early mistake otherwise compounds through every later step.”
Anthropic releases Claude Sonnet 5.5, 30% faster and cheaper than Sonnet 5 with better benchmarks
“runs 30%+ faster, and costs up to 30% less for most work”
Grok and Meta's Muse will democratize AI for everyday people by end of 2026
“Listen, I could never afford a chief of staff, a personal assistant, or an executive assistant.”
Tensor builds AI-learning robotic factories that mass-produce humanoid robots and industrial equipment
“We are like the TSMC of the robotics world.”