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Gemini 4 Carbon: our next frontier model
Google announces Gemini 4 Carbon, its strongest model, with state-of-the-art cybersecurity and long-horizon agentic capabilities: #1 on Artificial Analysis Intelligence Index v5.0 at 59, 88.2% on SEC-bench Pro and 54.8% on ExploitGym. Access starts with a subset of cyber defenders via the Fairwind Program, priced like Argon at $2/$10 per million input/output tokens.
4 min · 985 words
NVIDIA releases Nemotron 3.5 Transcribe, an open-weight, promptable speech model that handles multilingual transcription, speaker attribution, translation and audio Q&A from one checkpoint and ranks first among open-weight models on the Hugging Face Open ASR Leaderboard for English, together with the open Granary v2 data curation pipeline and NeMo fine-tuning recipes for domain vocabulary.
12 min · 2,783 words
Particle launches with Particle-1, a model RL post-trained (rank-64 LoRA, GSPO, Cascade RL) on DeepSeek V4.1 Flash to solve software engineering tasks with about 45% fewer tokens. Across Terminal-Bench 2.1, ReactBench, ADE Bench and DeepSWE 1.1 it uses 28–52% fewer output tokens and costs 34–52% less per task than the base model at comparable pass rates; available now via the Particle API.
9 min · 2,166 words