Beyond AGI: Hybrid Cognitive Civilization and AGE

AI Agent Dependency Lockfiles: Stop Silent Tool and Package Drift

An agent can behave differently on Tuesday even when nobody changed its prompt or application code. A package resolves to a newer release, an MCP server updates a tool description, a model alias…

• AI agents exhibit unpredictable behavior due to various factors.
• Dependency lockfile needed to record AI agent dependencies.
• Lockfile should separate intent from resolution for consistency.

4h ago ·dev.to

Building Climate Court: Evidence-First Climate Investigations with Next.js, Optional AI, and Verifiable Reports

How we built a local-first investigation platform—and why the most valuable improvements came from testing what happens when things go wrong.

• Climate Court platform verifies corporate sustainability claims
• Local-first approach avoids paid APIs and cloud accounts
• AI adapter suggests ambiguities, not verdicts or sources

4h ago ·dev.to

History Says Nvidia Rarely Trades This Cheaply. Here's What Happened the Last Time.

Key PointsThe last time Nvidia stock traded this cheaply was at the end of 2018, and it went on a massive rally after that.

4h ago ·nasdaq.com

Palantir cofounder says his wife calls their AI agent 'Tradbot' after tradwives

Joe Lonsdale asked the "tradbot" to help his two-year-old break up with his binky: "It's telling me when to and when not to give it to him."

4h ago ·businessinsider.com