Detect hints about unreleased AI research or capabilities from lab researcher communications. Use when analyzing tweets, posts, or interviews from people at major AI labs to identify signals about upcoming work.
Lab researchers often hint at work before publication. This skill identifies these signals.
Language that implies results without specifics:
Answers that acknowledge something exists:
Certainty about unreleased capabilities:
Disproportionate excitement about a topic:
Sometimes denial calls attention:
Suggestions about release timing:
Language implying current vs future:
Hiring patterns can indicate direction:
Weight hints by author credibility:
For each potential hint:
Extract the exact language that suggests a hint.
What capability or result is being hinted at?
How confident are you this is a real hint vs. noise?
Consider:
When might this be revealed?
imminent: Days to weeksnear-term: 1-3 monthsmedium-term: 3-12 monthsunclear: No timing signalWhat area of AI?
Return JSON:
{
"hints": [
{
"hintText": "The exact quote suggesting a hint",
"author": "Author name",
"affiliation": "Company/org",
"impliedCapability": "What they're hinting at",
"confidence": 0.7,
"reasoning": "Why you think this is a hint",
"timeframe": "near-term",
"domain": "reasoning",
"sourceUrl": "URL if available"
}
],
"noHintsFound": false
}
If no credible hints are detected, return:
{
"hints": [],
"noHintsFound": true,
"notes": "Brief explanation of why content doesn't contain hints"
}
Not every comment is a hint. Exclude:
Prioritize hints that: