enterprise AI
AI & Automation
OpenAI Ships GPT-6 Astra as Google Cloud Preps Its Next Agentic-Era Push
OpenAI's GPT-6 Astra launched with computer-use capability and a 1.05M-token context window, as Google Cloud runs its own agentic-era programming.
AI & Automation
US Firm-Level AI Adoption Hovers Near 20%, Census Data Shows — With Wide Gaps by Firm Size
Census Bureau BTOS data shows US business AI use hovering between 17-20% through May 2026, with large firms adopting at nearly double the national rate. What the real numbers say.
AI & Automation
Claude Opus 5 Brings 1M-Token Context and Five-Level Effort Settings to Agentic Coding
Anthropic's Claude Opus 5 ships a 1M-token context window, 128K output tokens, and a five-level effort ladder built for long-horizon agentic coding.
AI & Automation
IBM Bets Its Consulting Arm on OpenAI: What the GPT-5.6 Deal Signals for Enterprise AI
IBM is embedding OpenAI's GPT-5.6, Codex and ChatGPT Work into its consulting delivery platform and retraining tens of thousands of consultants. Here's why.
AI & Automation
The Agent Scaling Gap: 62% of Firms Experiment, Under 10% Actually Scale
McKinsey's 2026 State of AI survey shows 88% of firms use AI and 62% are trying agents, but under 10% scale them in any function. Inside the scaling gap.
AI & Automation
Anthropic’s $65 Billion Run Rate: What Sevenfold Growth Says About AI Economics
Anthropic's annualized revenue run rate hit $65B by late July 2026, up sevenfold from year-end 2025. What the number means — and what it hides — for AI strategy.
AI & Automation
June AI’s $20M Pre-Seed: Betting AI Can Fix the AI-Deployment Bottleneck
June AI emerged from stealth with a $20M pre-seed led by Marc Benioff's TIME Ventures to automate the messy enterprise integration work that blocks AI adoption.
AI & Automation
Pinecone Nexus: A Knowledge Layer That Just Edged Out Frontier Models on an Enterprise Benchmark
Pinecone's Nexus reached GA and topped τ-Knowledge — 47.4% vs GPT-5.5's 46.4% — at far lower cost. What it means and its limits.
AI & Automation
Qwen3.8-Max: Alibaba’s 2.4 Trillion-Parameter Bet That Cheap Beats Brilliant
Alibaba's Qwen3.8-Max packs 2.4T parameters at $2/$6 per million tokens — a fraction of Western rivals. Here's what enterprises should know.
AI & Automation
Enterprise AI Agents: Why 40% of Projects Won’t Survive Past 2027
Gartner says over 40% of agentic AI projects will be canceled by 2027. Here's why enterprises are pulling the plug — and what separates survivors.
Startups
Cognition’s $40B Talks: Why Investors Are Chasing an AI Coding Agent
AI coding startup Cognition is in talks to raise at a $40B valuation, up from $26B three months ago. Its revenue nearly doubled — here's what's driving it.
