This week's reports argue that the bottleneck in AI progress is shifting from model weights to the harness, environment, and access layer; the strongest evidence is AVO's 100.00 RHAE with a model that scores ~30% alone, while open-weight local deployment and inference infrastructure gains reinforce the same pattern.
Within the next two weeks, independent observers or benchmark maintainers will publicly probe or challenge StateM's 95.3% Terminal-Bench and AVO's 100.00 public-set ARC-AGI-3 results; these claims will not remain uncontested.
Refuted if Neither result attracts any third-party replication, criticism, or maintainer statement by 2026-09-06. · 2026-09-06
The open-weight local agentic wave continues with another major release (e.g. Muse Spark 1.2 open weights) within two weeks, shipping with day-0 vLLM/llama.cpp support.
Refuted if No major open-weight release appears by 2026-09-06, or a prominent open release ships without day-0 support in major serving stacks. · 2026-09-06
Google's quantum ECDLP disclosure will trigger a public post-quantum migration statement from a cryptocurrency project or standards body within two weeks.
Refuted if No standards body or major crypto project issues a statement referencing ECDLP-256 risk by 2026-09-06. · 2026-09-06