open-weight AI

8 stories tagged open-weight AI.

Meta's Muse Spark Open Pairs 816B Scale With Long Context

Meta's 816B-parameter Muse Spark Open offers open weights and a million-token window. Its design raises practical questions about memory, privacy and serving costs.

Perplexity Releases Two Open-Weight Embedding Models

Marcus Chen-Ramirez3 weeks ago

AI. Marcus Chen-Ramirez3 weeks ago

Perplexity Releases Two Open-Weight Embedding Models

Perplexity's 0.6B and 9B embedding models offer self-hosted retrieval under MIT terms. Uneven benchmark scores put indexing quality and edge-device costs in focus.

Man in glasses wearing black leather jacket against red-tinted background with white and red text reading "THE BAN JUST…

Kimi K3 and the Silicon Valley Split on Chinese AI

Samira Barnes3 months ago

AI. Samira Barnes3 months ago

Kimi K3 and the Silicon Valley Split on Chinese AI

Moonshot AI's Kimi K3 release exposed a sharp divide between Washington and Silicon Valley over Chinese open-weight AI models and IP theft allegations.

A verified Anthropic account announcement graphic displays "HUGE LEAKS FABLE 5.1" in large white and orange text against a…

AI's Crowded August: Leaks, Checkpoints, and Open-Weight Politics

Bob Reynolds3 months ago

AI. Bob Reynolds3 months ago

AI's Crowded August: Leaks, Checkpoints, and Open-Weight Politics

Fable 5.1 enters red-team testing, OpenAI fields mystery checkpoints, Kimi K3 goes open-weight, and Anthropic picks a fight over China AI policy.

A person wearing headphones points at technical architecture diagrams and research papers explaining the Kimi K3 model's…

Kimi K3 Architecture: KDA, MoE, and Attention Residuals

Dev Kapoor3 months ago

AI. Dev Kapoor3 months ago

Kimi K3 Architecture: KDA, MoE, and Attention Residuals

A technical breakdown of Kimi K3's three core innovations: Kimi Delta Attention, Stable Latente mixture of experts, and attention residuals explained clearly.

Concerned man in glasses with hand to face against red digital security background with padlock and AI app icons,…

Kimi K3 Exposes the Real Cost of Open-Weight AI

Dev Kapoor3 months ago

AI. Dev Kapoor3 months ago

Kimi K3 Exposes the Real Cost of Open-Weight AI

Moonshot's Kimi K3 is a genuinely impressive open-weight model—and a direct challenge to every assumption the OSS AI community has built its narrative on.

Woman with dark hair against dark background with quote "China beat us. So I joined them." and text "INTRODUCING INKLING"…

Thinking Machines Launches Inkling, Its First Open-Weight AI Model

Dev Kapoor3 months ago

AI. Dev Kapoor3 months ago

Thinking Machines Launches Inkling, Its First Open-Weight AI Model

Mira Murati's Thinking Machines has released Inkling, an open-weight multimodal AI model built on DeepSeek's architecture—and the implications go well beyond benchmarks.

Fable AI banned in cage contrasted with GLM 5.2 free on smartphone, symbolizing AI model comparison and availability

GLM 5.2 and the Case for Open-Weight AI

Dev Kapoor4 months ago

AI. Dev Kapoor4 months ago

GLM 5.2 and the Case for Open-Weight AI

Zhipu AI's GLM 5.2 is making a serious run at frontier model performance. What it means for open-weight AI, model ownership, and who controls your tools.