Jenna Russell

Why they matter

Researcher with public evidence across AI research.

AI signals
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past 30d
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20d ago
View every signal from Jenna Russell →
CS PhD Student @ UMD Undergrad @ Cornell https://jenna-russell.github.io/

Articles & links

We release WildAI: 83B tokens with AI, topic and format labels, plus all 800 models and code. 📄 arxiv.org/abs/2609.40295 💻 github.com/pangramlabs... Joint work with Ben Glickenhaus, @kthai1618.bsky.social, John Wieting, @miyyer.bsky.social, @max.pangram.com, and @bradley_emi

How Much Is an AI Token Worth? Scaling Laws for Wild AI-Generated Web Text arxiv.org
AI Weekly's analysis →
  • Pangram labeled 27.5% of June 2026 web tokens as AI-generated, rising to 31.1% by August, after FineWeb quality filtering.
  • For high-human-budget runs AI tokens raise loss almost immediately; data-starved runs see an early benefit that saturates and reverses.
  • The authors' new scaling law predicts effects on models up to 3.6x larger with 41% lower error than existing laws across all AI ratios.
Read full analysis →
View on Bluesky · ♥ 1 ↻ 0 ↩ 0 · 3 from the directory shared this · 20d ago

We release WildAI: 83B tokens with AI, topic and format labels, plus all 800 models and code. 📄 arxiv.org/abs/2609.40295 💻 github.com/pangramlabs... Joint work with Ben Glickenhaus, @kthai1618.bsky.social, John Wieting, @miyyer.bsky.social, @max.pangram.com, and @bradley_emi

GitHub - pangramlabs/WildAI: Code for 'How Much Is an AI Token Worth? Scaling Laws for Wild AI-Generated Web Text'. Models: huggingface.co/pangram/WildAI-models · Data: huggingface.co/datasets/pangram/WildAI · CC BY-NC-SA 4.0 github.com
View on Bluesky · ♥ 1 ↻ 0 ↩ 0 · 20d ago

Recent commentary

How much is an AI token worth? We fit scaling laws to find out! In August 2026, Pangram labels 31% of FineWeb-filtered web tokens as AI-generated, up from 10% in June 2024. We pretrained 800 LMs (19.9M–973M params) on mixes of human and AI web text to measure what it does to pretraining 🧵

View on Bluesky · ♥ 18 ↻ 3 ↩ 1 · 20d ago

AI NEWS UPDATE We've added 200k+ recent news articles and 5k op-eds from Oct 2025 - June 2026. Local news is up to ~10.81% AI-generated.

View on Bluesky · ♥ 4 ↻ 2 ↩ 1 · 118d ago

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