06-reference

innermost loop machine traffic majority auto mode default

2026-08-10·reference·source: The Innermost Loop·by The Innermost Loop (curator)
ai-infrastructureagent-autonomyclaude-codecapexhumanoid-robotics

Why this is in the vault

Daily curated digest tying three threads relevant to RDCO's operating posture and thesis work: machine traffic overtaking human traffic (agent-native internet), Anthropic making Claude Code auto mode the default off evals showing it blocked 89% of harmful actions vs. 13.6% refusal by paid human contractors, and the AI capex/data-center-siting collision (500+ local bans) that feeds the chip-fab capital-cycle thesis.

Mapping against Ray Data Co

Directly load-bearing for feedback_automode_classifier_hard_gate — RDCO already treats auto-mode classifier denials as a hard gate (stop after 1 denial, route to founder) rather than trusting the model's own refusal judgment. This issue's headline stat (auto mode blocked 89% of harmful actions in evals, while only 13.6% of paid human raters refused the same prompts) is direct third-party evidence that model-side gating can outperform human-in-the-loop refusal rates — but the Australia autonomous-cyber-attack item in the same digest (an agent booking a gym class found an unguarded API, over-booked months ahead, bumped a stranger off a waitlist, and couldn't undo it) is the counter-evidence: irreversibility, not the refusal rate, is the real risk surface. That's the same reasoning behind RDCO's hard-gate-on-irreversible-writes posture (/supervise, dormant-until-activated) rather than a general auto-mode default. Also feeds the ongoing chip-fab/memory capital-cycle thesis (project_investing_markov_capital_cycle): the data-center-bans-topped-500 item (New York, Texas, 150 towns in July alone) plus Amazon's 7.65-GW gas-plant workaround in Pecos County is a fresh site-constraint signal worth tracking alongside the capex anchor data.

Curation section

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