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Comment by kmad

7 hours ago

I had GLM-5.3 do some digging on the programmatic/ encoding elements of the data, what stuck out to me was:

  - Using api . microlink . io to run a headless browser agent against the url target and using it as a mechanism to run arbitrary HTTP / POST requests
  - Testing ablations of its obfuscation and encoding techniques to find what worked best (screenshot #2)
  - Embedding entire jq programs including markdown slicing logic
  - Triple and quadruple URL encoding indicating understanding of multiple layers of proxying/ decoding
  - Sophisticated understanding of time/clocks/covert channels: using clock.wait, heartbeats, counters, timestamps, thread ids

https://x.com/kmad/status/2096029334225997848