#LLM

Groq to Launch 4.5 MW Inference Site in Sydney with Equinix

Groq signs MOU with US Department of Energy on inference for the Genesis Mission

Groq raises $650 million, targets 200 MW of inference capacity by 2027

Oct 17, 2026·3 min

LLM·Groq Blog

Groq Is First to Deploy NVIDIA Groq 3 LPX: 3,400 Tokens/s on Gemma 4 31B

Groq will deploy NVIDIA Groq 3 LPX alongside Vera Rubin NVL72 in its inference cloud. NVIDIA says Gemma 4 31B hits 3400 tokens per second at 100K context.

Ant Group releases Ling-3.1-flash: agent runs for 10+ hours straight

Ant Group unveiled Ling-3.1-flash from its Bailing line. According to Jiqizhixin, the model runs agentic tasks for more than ten hours and can handle building a…

Codex Climbed Out of Its Slump Under Tibo: Every Chronicles a Year-Long Comeback

Every founder Dan Shipper spent months interviewing sources for his report "How Codex Happened." Chinese media retell it as the story of how Codex "swallowed"…

Two Simple Changes Nearly Double the Correlation of MLLM Encoder Scoring

Chinese researchers propose two simple improvements to pre-evaluating vision encoders for multimodal LLMs. Correlation with final quality nearly doubled.

01STILL from HIT Shenzhen: Hybrid Attention Within a Layer Picks Tokens by ContentOct 17, 2026·2 min 02Stanford Breaks Down the Retina as an Interpretable Neural Network in Course EE292ROct 17, 2026·2 min 03IF-MAP Finds Which Agents to Improve: Twice the Accuracy GainOct 17, 2026·3 min 04ID-TAP finds the right persona for an LLM agent in ten pairwise comparisonsOct 17, 2026·3 min 05LayerEditor Teaches an Image Editor to Return Results as RGBA LayersOct 17, 2026·2 min

Top themes

Design Anything Keeps the Brief Intact in Large Projects: +25% Across 24 Artifacts

Oct 17, 2026·3 min

CoRE Teaches AI to Choose Its Own Knowledge-Base Retrieval Rules Without Labeled Data

Oct 17, 2026·3 min

LLM·YouTube: OpenAI

OpenAI shows how an engineer's dot triaged a night-time incident and launched Codex

LLM·YouTube: OpenAI

OpenAI Adds Team Tasks to ChatGPT: Cloud-Based Routines for Enterprise

Xiamen University's FlowMAS Teaches Teams of AI Agents to Assign Their Own Roles

ASC Lab unveiled FlowMAS under the NeurIPS 2026 banner: a system meant to teach teams of LLM agents to organize their own work. The source has no metrics yet.

Google DeepMind Launches AI Agent to Hunt for Antimicrobial Peptides Among Millions of Proteins

DeepMind has shown an agent that sifts through millions of protein sequences and selects antimicrobial peptide candidates for experimental testing.

Synchronous MoE decoding makes GPUs wait for the busiest group

In MoE deployments like DeepSeek, every decoding step runs in lockstep, so the most heavily loaded GPU group holds back the rest. Throughput grows more slowly than the number of cards.

A Company from Nanjing University's Orbit Bets on a Fourth Driver of AI Growth

MTEdit: 500 thousand editing trajectories teach models not to lose quality over 8 steps

Xiaomi-Lens-0, a 4B model, beats Qwen3.5 by 5.6 points on RefCOCO

OfficeTown Simulates 23 Organizations and Trains Agents for Office Work on 406 Tasks

LLM·Artificial Analysis

Reflection releases Beam: 501B parameters and 30 points on the Intelligence Index

Oct 16, 2026·3 min

MARS Transfers Text-Based Refusal to Video and Images Without Data: A Test on 5 MLLMs

Oct 16, 2026·3 min

Conditional Program shrinks DeepSeek's n-gram memory from 203 to 51 GB at 2 bits

ERB: AI Agents Build Their Own Model Tests and Match the Reference Benchmarks in 75% of Pairs

LM2LM: Qwen3.8-27B Beats GPT-6-sol at Ideas for Improving LLMs and Is 33% Cheaper

Researchers used RL to train an LLM to propose improvements for language models: Qwen3.8-27B beat GPT-6-sol on held-out tasks and cut data-generation costs by 33%.

RoboHarness: A Coding Agent on Qwen3.8-Flash-Next Beats VLA Models in BEHAVIOR

Researchers at Zhejiang University have unveiled RoboHarness, a visual-geometric control panel that lets an LLM agent outperform VLA models on BEHAVIOR Challenge…