Bill Gates warns AI dangers passed thresholds

Talk shows building MCP servers and AI agents with Spin, the open-source WebAssembly framework, deployed on Akamai Functions to eliminate cold starts, proprietary SDKs and single-region deployments.

A Reddit user reports a single "extra high" prompt on ChatGPT Astra consumed the 5-hour limit twice before producing an answer. The workload was an xlsx with 10 sheets and a 150-page .docx.

Warren, Blumenthal and Van Hollen released a 27-page report, "Power and Profits: How the AI Data Center Boom Costs Households and Communities," after a nearly yearlong investigation. Letters went to Amazon, Google, Meta, Microsoft, CoreWeave, Digital Realty and Equinix on December 15, 2025; the report says the companies keep seeking subsidies and using NDAs.

Talk walks through taking a custom agent from a single laptop to org-wide use and into the CI pipeline. Palafox has spent six and a half years at GitHub and now works with companies on Copilot adoption.