16 stories tagged with #provenance, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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The Reliability Gap in Benchmark Auditing: Distribution Shift and Scale as Failure Modes of Contamination Detection
Benchmark contamination, where evaluation examples appear in a model's training data, threatens the validity of LLM assessment. Statistical tools for detecting training-data member…
From "Who Wrote This?" to "Provenance, Actioned": Making AI-origin code obvious during review
TL;DR: The most useful provenance is actionable provenance. Instead of storing prompts like a dusty...…
YouTube Will Start Automatically Tagging Videos That Make ‘Significant’ Use of AI, and It’s Making Labels for AI-Generated Content More Prominent
YouTube is making AI-generated content labels more prominent, and it's going to start automatically applying the labels if it detects that a video includes 'significant photorealis…
Provenance: A survival toolkit for an AI dominant information landscape
Provenance: A survival toolkit for an AI dominant information landscape
Tokenized assets scale unevenly as asset-backed credit hits $1B in just 185 days
Tokenized asset-backed credit hit $1B market cap in 185 days while tokenized VC took 7 years. Here's why credit is scaling faster in the $34B RWA market.…
Provenance: A survival toolkit for an AI dominant information landscape
A survival toolkit for an AI dominant information landscape…
Google, OpenAI Introduce SynthID and C2PA For Content Provenance
"Plaintiff Was Enticed by an Attractive, Busty Jewess, and Wet His Mouth with a Drink of Partially Unknown Provenance"
"Plaintiff suspects he was poisoned by Jews."…
Content Credentials
Advancing content provenance for a safer, more transparent AI ecosystem - OpenAI
Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.…
OpenAI is making it easier to check if an image was made by their models
OpenAI announced two new measures to help detect AI generated imagery: joining the open C2PA standard and adding Google's SynthID to its products.…
Responsible Agentic AI Requires Explicit Provenance
Agentic AI is rapidly proliferating across diverse real-world domains such as software engineering, yet public trust has not kept pace. The central reason is that responsibility, d…
Every AI database answer needs a source trail
An AI answer without provenance is just a confident paragraph. That may be fine for...…
Securing the Agentic Supply Chain: Why Provenance is the New Perimeter
The threat to the software supply chain has always been there—what has changed is the shape of the...…
SLSA Provenance Hands-on: Generate with GitHub Actions, Verify with slsa-verifier
After SBOM and Cosign comes Provenance. Issue SLSA Build L3 provenance with slsa-github-generator and verify it with slsa-verifier, end to end on real machines.…