Michael Darius Eastwood · Research Notes · 3 July 2026 · Part of the Research evidence spine
Michael Darius Eastwood, independent researcher, London: originator of the embedded-correction alignment thesis (manuscript 8 December 2024, SHA-256 anchored: f0d1f38f).
Embedded Off-Switches for AI Compute: thousands of deadman-switch security blocks per accelerator, <1% die overhead.
Why it is in the register
James Petrie's embedded off-switches paper proposes thousands of independent security blocks per AI accelerator, each a deadman's switch requiring cryptographic authorisation to keep the chip alive, at under one percent die overhead. Published September 2025, roughly four and a half months after the manuscript that described Meltdown Triggers: automatic fail-safes that deactivate a system attempting to bypass its ethical constraints. Same architecture, same threat model, independent derivation.
The honest caveat
Source: arXiv:2509.07637.
How to check this entry
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From the book Infinite Architects: Intelligence, Recursion, and the Creation of Everything by Michael Darius Eastwood.