AI agents left the chat box
Agents left the chat box. Anthropic’s hardware standard connects physical devices through 3 control paths—MCP, CLI, and APIs—while Google’s prediction engine divides geospatial modeling into 3 stages…
Enterprise AI
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Snowflake Cortex Agents Coding Agent: REST API Guide
Snowflake turned nine agent capabilities into one tool declaration. The Snowflake Cortex Agents Coding Agent, generally available on August 26, 2026, can get a managed shell, filesystem, web search, SQL access, and skills from code_toolset_all. That is wonderfully little plumbing…
Cerebras CS-4 Architecture Explained: The Rack Wins
Cerebras put an irresistible number on its new accelerator: up to 30 times faster than GPU systems. The more revealing number is zero: no WSE-4 processor sits inside CS-4. Here is the Cerebras CS-4 architecture explained without the benchmark fog.…
GitHub Copilot Usage Metrics API: A Practical Guide
GitHub retired its Copilot Billing Preview app on August 4, 2026, and replaced one tidy preview with two control planes: billing settings for money, and the GitHub Copilot usage metrics API for behavior. That is extra plumbing. It is also…
OpenAI Terraform Provider Tutorial: Projects as Code
OpenAI released its official Terraform provider on July 29, 2026, with a stable v1.0.0 build. That sounds like plumbing because it is—and plumbing gets interesting when the alternative is an administrator clicking through production settings with no diff, no reviewer,…
Anthropic unlocked the vault
Anthropic's Claude Fable 5 is the first model to break 90% on Hex's analytics benchmark — and the AI capital race is accelerating on every front.
Musk lost in two hours.
Musk's lawsuit against OpenAI was dismissed in just two hours. This defeat underscores the growing legal challenges tech leaders face as they navigate AI's rapid evolution.
Opus 4.7 just dropped
Anthropic's Claude Opus 4.7 boosts coding accuracy by 13% and triples visual resolution, while OpenAI's GPT-Rosalind targets biotech with restricted access.
NVIDIA GTC 2026: Inside the $1 Trillion Vera Rubin Bet
At NVIDIA GTC 2026 on March 16, Jensen Huang told a packed San Jose audience that NVIDIA expects “at least $1 trillion” in orders and revenue from Blackwell and Vera Rubin through 2027 — double the $500 billion figure he…