JetBrains Mellum2.1 is an open 12B MoE coding agent model with 2.5B active parameters and 47.0% SWE-bench Verified.
Trained with reinforcement learning in real environments, Mellum2.1 is built for coding agents and fast sub-agents that run ...
Speculative decoding can accelerate LLM token generation by roughly 1.6x on structured tasks like coding and JSON output, but the speedup ...
Hello, this is Uncle Llama.At the end of September, three major pieces of AI news were released almost simultaneously.・OpenAI ...
Universality, the ability to communicate without knowing specific transmission details, can incur a strict loss in ...
Nebius developer advocate Sujee Maniyam argues the gap between open and proprietary LLMs has narrowed so much that model intelligence no ...
For a specific coding rate of 0. 3, a new quantum approach consistently attains optimisation scores around 0. 85 where ...
Google announced Gemini 4 Argon on September 30, 2026, describing it as the company's new frontier model for real-world ...
September 30, 2026 AI Side Hustle Idea Report]1. Today's Major AI NewsNews 1: Mid-range models for practical use arrive with ...
AI use in coding has grown increasingly common, both in classes and in the workforce, since computer science professors Chris Piech ’10 M.S. ’11 Ph.D. ’16 and Mehran Sahami ’92 M.S. ’93 Ph.D. ’99 ...