Vikram Saraph

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Directory member with public evidence across AI research, Compute & infrastructure.

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Software engineer, AI/ML researcher, and mathematician at Johns Hopkins APL. Former New Englander, current Marylander. Brown CS PhD and Notre Dame math alum. Nerd of sorts (computers, math, language, puzzles, games, books, music). Opinions are my own.

Articles & links

leidendeclaration.ai

Leiden Declaration on Artificial Intelligence and Mathematics leidendeclaration.ai
AI Weekly's analysis
  • The Leiden Declaration, released June 2, 2026, warns AI threatens proof integrity, attribution, and peer review in mathematics.
  • Over 2,654 signatories including Fields Medal winner Terence Tao have endorsed the community-initiated declaration.
  • The International Mathematical Union backs the declaration, which makes separate recommendations to researchers, publishers, policymakers, and AI developers.
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View on Bluesky · ♥ 1 ↻ 0 ↩ 0 · 15 from the directory shared this · 81d ago
Vikram Saraph reposted
Justin Hendrix @justinhendrix.bsky.social

Almost every LLM that reaches a broad audience is quantized—compressed to run cheaply. USC's Emilio Ferrara argues this compression is treated as a safety nonevent, when it should be treated as a change to the deployed system. This has policy implications, he says.

The Model You Audit Is Not the Model You Ship techpolicy.press
AI Weekly's analysis
  • Emilio Ferrara tested six open models including Qwen, Gemma and Llama across eight languages and found compressed versions volunteered stereotypes in roughly one in four answers.
  • Nominal precision labels routinely understate how much a build has actually been compressed by a factor of three to 14, the article reports.
  • Ferrara wants the EU AI Act and California SB 53 to require naming the deployed configuration and testing open-ended generation in multiple languages.
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Vikram Saraph reposted
@zachweinersmith.bsky.social

Another absolutely bonkers math result from a frontier LLM (announced in a tweet, no less): www.reddit.com/r/math/comme...

reddit.com View on Bluesky →

Recent commentary

Really good talk by Juliana Castro Varon of @nytimes.com at the Humans of Generative AI workshop at CVPR. All about how they explore usage of AI in journalism to improve user experience, without just using AI for the sake of using AI.

View on Bluesky · ♥ 1 ↻ 0 ↩ 1 · 82d ago

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