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AI model scaling

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Aug 2, 2026 · Artificial Intelligence

Karpathy Predicts Smaller AI Models and a Revolution in Human Education

Karpathy argues that 99.9% of large‑model parameters are wasted on low‑quality data, advocates distilling core cognition into sub‑billion models, proposes a hierarchical model ecosystem, and envisions AI as an empowerment tool that reshapes education and lifelong learning.

AI EducationAI model scalingAndrej Karpathy

0 likes · 7 min read

Karpathy Predicts Smaller AI Models and a Revolution in Human Education

Machine Learning Algorithms & Natural Language Processing

Jul 19, 2026 · Artificial Intelligence

How Kimi K3 Highlights Latent MoE as the Next Turning Point in Mixture‑of‑Experts Architecture

Latent MoE, demonstrated by NVIDIA’s Nemotron 3 Super and Moonshot AI’s 2.8 T‑parameter Kimi K3, compresses expert computations into a lower‑dimensional latent space, cutting memory reads and All‑to‑All traffic by fourfold, enabling more experts per token, higher accuracy, and up to 3.5× faster inference.

AI model scalingKimi K3Latent MoE

0 likes · 10 min read

How Kimi K3 Highlights Latent MoE as the Next Turning Point in Mixture‑of‑Experts Architecture

Rare Earth Juejin Tech Community

Jul 9, 2026 · Industry Insights

OpenAI May Skip GPT‑5.x and Launch GPT‑6 Within a Month to Counter Anthropic’s Mythos

Unverified social‑media leaks suggest OpenAI will abandon the GPT‑5.x series and release GPT‑6 as early as July with a new, larger pre‑training base to answer Anthropic’s Mythos model, while rivals like xAI, DeepSeek and MiniMax accelerate their own large‑scale training efforts.

AI model scalingAnthropicCompetitive Landscape

0 likes · 5 min read

OpenAI May Skip GPT‑5.x and Launch GPT‑6 Within a Month to Counter Anthropic’s Mythos