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2025 LLM Year in Review: shift toward RLVR, Claude Code emerged as the first convincing example of an LLM agent, Nano Banana was paradigm shifting, and more (Andrej Karpathy/karpathy)

Andrej Karpathy / karpathy : 2025 LLM Year in Review: shift toward RLVR, Claude Code emerged as the first convincing example of an LLM ag...

1 July 2025

Sources: data labeling company Surge AI aims to raise up to $1B, targeting a $15B+ valuation; Surge AI had $1B+ in 2024 revenue, vs. Scale AI's reported $870M (Reuters)

Reuters:
Sources: data labeling company Surge AI aims to raise up to $1B, targeting a $15B+ valuation; Surge AI had $1B+ in 2024 revenue, vs. Scale AI's reported $870M  —  Surge AI, a data-labeling firm that competes with Scale AI, has hired advisors to raise as much as $1 billion in the first capital raising …

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