Expert attention map

The Who's Who of AI

What credible people across AI noticed, why it matters, and where the field is converging or disagreeing.

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Research & technical analysis
1 live reaction map in this view Jump to the evidence ↓
Shared emphasis IdeaLens: Detecting AI Ideas in Long-form Writing Research & technical analysis · 2 attributable reactions
Showing signals surfaced by Marzena Karpinska ×
Most important

The developments commanding sustained expert attention

One card per development. Sources are clustered; reaction bundles describe these posts, never the people behind them.

Established AI research Research 8d ago
⚡ 174 h early

IdeaLens: Detecting AI Ideas in Long-form Writing

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered
Marzena Karpinska Stephen Turner
How the network is reacting 2 experts are emphasizing research & technical analysis.
Shared emphasis

Research & technical analysis

2 experts

Evidence, methods and technical implications.

“and of course you get all the usual: Paper: arxiv.org/abs/2610.06778 Models & Datasets: hf.co/collections/... Github: github.com/RishanthRaje... PyPi: pypi.org/project/idea... + You can test both detectors on Tinker API for as low as $1 for 1K documents.”

Primary source arxiv.org ↗
Established AI field signal Resource 8d ago
IdeaLens AI text detection tool

IdeaLens: is this text human or AI?

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered
Marzena Karpinska Stephen Turner

“For a limited time, we are releasing a demo of #IdeaLens and #ProseLens, so try it out! ideadetector.ai”

“Is this idea from AI or humans? A detector claims it can tell www.nature.com/articles/d41... ideadetector.ai”

Primary source ideadetector.ai ↗
Established AI field signal Resource 15d ago

GitHub - RishanthRajendhran/IdeaLens: Detect whether a document's ideas came from a person or an AI model: the idealens Python package

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
Marzena Karpinska

“and of course you get all the usual: Paper: arxiv.org/abs/2610.06778 Models & Datasets: hf.co/collections/... Github: github.com/RishanthRaje... PyPi: pypi.org/project/idea... + You can test both detectors on Tinker API for as low as $1 for 1K documents.”

Primary source github.com ↗
Established AI field signal Resource 15d ago

Client Challenge

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
Marzena Karpinska

“and of course you get all the usual: Paper: arxiv.org/abs/2610.06778 Models & Datasets: hf.co/collections/... Github: github.com/RishanthRaje... PyPi: pypi.org/project/idea... + You can test both detectors on Tinker API for as low as $1 for 1K documents.”

Primary source pypi.org ↗
Established AI field signal Resource 15d ago

IdeaLens - a rishanthrajendhran Collection

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
Marzena Karpinska

“and of course you get all the usual: Paper: arxiv.org/abs/2610.06778 Models & Datasets: hf.co/collections/... Github: github.com/RishanthRaje... PyPi: pypi.org/project/idea... + You can test both detectors on Tinker API for as low as $1 for 1K documents.”

Primary source huggingface.co ↗
Debates gaining attention

What experts are discussing without an anchoring article

3 experts · 11 posts · 14d ago
Ted Underwood Marzena Karpinska Jenna Russell
Multiple readings Concern & critique · 1 Research & technical analysis · 1
Ted Underwood: This is complex — and likely a bit fragile — but very cool. Actually less interested in the ostensible end goal (Pangram for Ideas) and more in the problems you have to solve to get there (separati…
Ted Underwood: There's some crazy stuff in the ablations. The order of elements has almost no significance. The "discourse roles" they infer? Not load-bearing. You can remove them. On the other hand, it's possibl…
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