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Breaking

Gemma 4 12B ships encoder-free multimodal local model with 16GB target and 256K context

Google released Gemma 4 12B, an Apache 2.0 encoder-free multimodal model with native audio and vision for 16GB-class laptops. Day-zero support in llama.cpp, vLLM, Ollama, MLX, and SGLang should make local agents and on-device apps easier to deploy immediately.

Gemma 4 12B ships encoder-free multimodal local model with 16GB target and 256K context
New
Gemma·3rd June·5 min read
Breaking

LangSmith launches Sandbox, LLM Gateway, and Engine for agent execution, spend tracking, and eval triage

LangSmith added sandboxed execution, spend-aware gateway routing, and Engine to surface recurring agent failures from traces. The bundle gives teams one place to run agents, control token spend, and turn production issues into debugging and eval loops.

LangSmith launches Sandbox, LLM Gateway, and Engine for agent execution, spend tracking, and eval triage
New
Observability·3rd June·5 min read
Release

Personal Computer opens Windows waitlist for Max and Enterprise Max users

Perplexity opened Personal Computer for Windows to Max and Enterprise Max users on a waitlist. The rollout widens its local agent surface beyond earlier releases, and users should watch for the local-cloud task splitting preview for private or heavier workloads.

Personal Computer opens Windows waitlist for Max and Enterprise Max users
New
Computer Use·3rd June·3 min read
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Top storiesthis week

Breaking

OpenAI launches Codex Sites and role-specific plugins as weekly users pass 5M

OpenAI rolled out Codex Sites, annotations, and role-specific plugins, while weekly users topped 5 million. The release pushes Codex beyond coding into hosted workspace and app workflows for enterprise teams.

OpenAI launches Codex Sites and role-specific plugins as weekly users pass 5M
New
Codex·2nd June·6 min read
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