Resources
- Signal vs Noise: How We Decide What Actually Matters
GPT-5.4 lands with strong practitioner signal; 406.fail shows the signal/noise problem expanding to the code contribution layer. The post's core methodology holds.
- Who's Who in AI: The People and Labs Actually Worth Following
GPT-5.4 released with native computer-use and 1M context. Anthropic receives formal DoW supply chain risk letter and plans court challenge. Labs, researchers, and publications that are actually worth following.