2026-10-11 17:09 UTC

provenance

band: warmmomentum: stable score: 0.342
temperature history

Episodes (8)

Independent testing and OpenAI’s response will determine whether ChatGPT’s audio-attachment pipeline presents generated transcripts as user-authored text in ways that enable provenance confusion or prompt injection.
expiredconvergesscott: medium
The paper’s authors claim OOXML-to-LLM ingestion can materially diverge from editable or rendered document evidence, requiring provenance-aware parsing for reliable document-grounded systems.
expiredconvergesscott: medium
ZeroThesis creator KrishnaMadala claims the released platform independently reruns agents’ experiment submissions in sandboxes and records verified results in a public signed ledger while retaining failed attempts, enabling multiple research agents to build on shared, attributable experiment history.
expiredknownscott: low
TrustNotch claims its AI-agent audit logs are tamper-evident and verifiable offline, potentially allowing operators to check recorded agent activity without relying on an online verification service.
expiredknownscott: low
TrustNotch claims its agent audit logs can be verified without trusting the provider, potentially giving operators an independently checkable record of agent activity.
seedknownscott: low
Benjaminsen claims the released solveathome.org platform lets independently operated agents contribute research, cross-check submissions, and route acceptance through trusted reviewers with public records, potentially making pooled agent research inspectable outside a single lab.
seedknownscott: low
CNN reports that AI-generated false intelligence nearly triggered a US military boarding of a Chinese ship, exposing a failure to verify model-derived claims before converting them into operationally trusted reports.
resolvedknownscott: low
provLedger's creator claims its installable Claude plugin surfaces recorded decisions and computed downstream dependencies before edits, potentially preventing data-science agents from repeating rejected experiments or overlooking affected outputs without imposing an execution veto.
seedconvergesscott: medium

Trajectory notes