AGI Dreams Podcast – February 25, 2026

AGI Dreams – Open, Uncensored, & Local - AI News Digest · Feb 25, 2026 · 17m · transcript

The Measurement Crisis

In this episode:

The Measurement Crisis — Qwen confirms that gold-standard benchmarks GPQA and HLE contain serious labeling errors, undermining frontier model evaluations. Real-world coding tests expose dramatic gaps between benchmark scores and actual capability, while AI systems increasingly cite AI-generated sources like Grokipedia, creating dangerous misinformation feedback loops.

Architecture Frontiers: Deeper Reasoning, Cheaper Inference — Three papers push past transformer bottlenecks: TurboConn routes cross-token residual connections to scale…