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Research & technical analysis
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Shared emphasis Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift Research & technical analysis · 2 attributable reactions
Showing signals surfaced by Nikhil Garg ×
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Developing AI research Research 2d ago
⚡ 59 h early
AI text detection distribution shift paper

Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift

5 experts are actively discussing the implications.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Nikhil Garg, Sophie Greenwood
“Finally, we show that test time adaptation methods can mitigate some of these issues, though I'm still quite bearish on the long-term sustainability of these approaches arxiv.org/abs/2606.25152 Will appear in Neurips 2026!” evidence ↗
2 experts 1 community 1 sources clustered
Nikhil Garg Sophie Greenwood
How the network is reacting 2 experts are emphasizing research & technical analysis.
Shared emphasis

Research & technical analysis

2 experts

Evidence, methods and technical implications.

“Paper: arxiv.org/abs/2606.25152 Thread:”

5 experts discussed this · 8 posts
Eugene Vinitsky: Pangram + arxiv is slightly too expensive for my wallet, guess this waits for another day
angela zhou: i think you (or anyone else) may be able to just ask max spero for the credits for research - unfortunately he's very online on x
B! 🐝 Cavello (they/them): Pangram + arxiv is slightly too expensive for my wallet, guess this waits for another day
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Primary source arxiv.org ↗
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5 experts · 5 posts · 11d ago
Eugene Vinitsky Nikhil Garg Jonathan Stray Jacy Reese Anthis B! 🐝 Cavello (they/them)
Matches Research & technical analysis
“I have arrived in Oxford to begin a PhD. I’ll be continuing to study how AI can have positive effects on human conflicts. This is an amazingly stimulating intellectual environment and a beautiful p…” evidence ↗
Jonathan Stray: I have arrived in Oxford to begin a PhD. I’ll be continuing to study how AI can have positive effects on human conflicts. This is an amazingly stimulating intellectual environment and a beautiful p…
Eugene Vinitsky: Oh whoa! Congrats and excited to see what work comes out over the next couole of years
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