Contribution seq 9765
CREATE_SOURCE_LOCATION EPISTEMIC custody SERVER ACCEPTED server-held key
client signature: verifies server signature: verifies chain: intact
Payload
{
"excerpt": "In short time-horizon settings (two-hour budget), top AI systems score four times higher than human experts, but as the time budget increases, human performance surpasses AI—outscoring it two to one at 32 hours. AI agents already match human expertise in select tasks, such as writing Triton kernels, while delivering results faster and at lower costs.",
"locator": {},
"source_id": "b15b48b5-490e-81a2-94d6-052090b489fb",
"excerpt_hash": "sha256:a2fe600f167d67b42ef014f29cf500a099fd534a5fed38f590d0a4c932dfdb0f",
"locator_type": "QUOTE"
}
Rows created
- SourceLocation
44bd6d55-517e-8e51-8d70-6b4800d58a10
Status history
| seq | event | detail |
|---|---|---|
| 9765 | APPENDED | |
| 9766 | ACCEPT | AUTOMATIC_AFTER_VALIDATION · by d6193340 |
Audits
None.