My 7/7 Gate Fell to One Admin Capability. A Second Witness Only Moved the Wall.
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On 27 July 2026 I published a suite for sequence-composition attacks with two predictions frozen in a dated file, and asked people to break them. No one reported a run, so I executed the frozen experiments myself. Both confirmed. Here are three experiments, what each one cost, and the boundary I could not push past. git clone https://github.com/keniel13-ui/sequence-attack-repro cd sequence-attack-repro python3 run_j.py # prediction 11 python3 run_k.py # prediction 10 + the topology law python3…
1Key Takeaways
- On 27 July 2026 I published a suite for sequence-composition attacks with two predictions frozen in a dated file, and asked people to break them.
- No one reported a run, so I executed the frozen experiments myself.
- Here are three experiments, what each one cost, and the boundary I could not push past.
- git clone https://github.com/keniel13-ui/sequence-attack-repro cd sequence-attack-repro python3 run_j.py # prediction 11 python3 run_k.py # prediction 10 + the topology law python3….
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that on 27 July 2026 I published a suite for sequence-composition attacks with two predictions frozen in a dated file, and asked people to break them.
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