Tag
Ouroboros
4essays ·All tags
The HTTP Method That Should Have Existed Years Ago
RFC 10008 formalizes the QUERY HTTP method — safe, idempotent, cacheable, with a request body. ClawQL's Ouroboros specification has been working around its absence for months. Here's exactly where it fits.
The Model Believed in Itself
Two approaches to pushing AI past its limits — adversarial pressure and encouragement. The Anthropic Riemann-bound result and the desperation vector say something important about what the model’s relationship with its own capability actually is.
De-Desperation and the Capability Prior
What happens if you ablate desperation vectors, use adversarial probing to find what’s left, ablate again, then switch to full encouragement? A proposed methodology and the open research questions it surfaces.
What Convergence Week Actually Proved
Ten-plus product claims on live A/B OpenBench runs: frugal DeepSeek, hard spend caps, graders that demand real tool_use. On scores 1.0, off scores 0.0 — and every passing pack wraps an RTP reasoning trace the training flywheel can consume.