Ali Beydili

Lab

Experiments held to a validation protocol.

Personal research where a claim has to survive ablation and reproduce bit-for-bit before it is allowed to be true.

L.01 · Solo research and engineering

Petri: a deterministic simulation trap with a hard validation protocol

Test whether the precursors of a complex ability can appear under ecological pressure alone, with claims drawn from internal probes, not behavior.

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bit-exact across 2 OS processes
determinism
~36,400 turns/sec
throughput
~218x under the <60s bar
speed margin
Cliff's delta 0.87 to 1.0, p < 2e-4 (5 seeds)
survival effect
L.02 · Solo research and engineering

Prometheus: a real-time cognitive architecture with no LLM

Build, from scratch and without any LLM, an architecture where an embodied agent can compute about its own internal states in real time.

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~114,500 parameters, multi-layer
stack size
2.8 ms per loop (real-time)
loop latency
97.7% (from 4 positive examples)
death proximity accuracy
5.2x (0.159 to 0.832)
death signal jump
● available for contract work
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