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Reptile: OpenAI's meta-learning algo skips the heavy math
OpenAI Blog · Jul 20, 2026 · 2 min read
OpenAI just dropped Reptile, a meta-learning algorithm that does something almost cheeky: it ditches the calculus-heavy...
Topic: few-shot-learning
4 articles
Explore our coverage of few-shot-learning — 4 curated articles, summaries, and related resources from the Inblix archive.
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Reptile: Meta-Learning's Shortcut Drops Second-Order Math, Still Works
OpenAI Blog · Jul 20, 2026 · 2 min read
Remember when MAML—Model-Agnostic Meta-Learning—hit the scene and suddenly few-shot learning got a lot more interesting...
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DeepMind's New Model Learns Spatial Concepts from Just 5 Examples
OpenAI Blog · Jul 19, 2026 · 2 min read
A new paper from DeepMind details an energy-based model capable of learning abstract concepts like "above," "between,"...
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GPT-3: 175B params, zero fine-tuning, and humans can't tell
OpenAI Blog · Jul 19, 2026 · 2 min read
OpenAI just dropped a paper that feels like a deliberate provocation. They've trained GPT-3, a 175-billion-parameter la...