Zhemal Khamidun
Hamidun News editorial desk led by Editor-in-Chief Zhemal Khamidun (CPO of AlpinaGPT). Daily curation across 50+ global AI labs, research feeds, and industry reports in 6 languages.

Moonshot releases Kimi K2.5: a swarm of 100 subagents and 1500 tool calls
Moonshot unveils the open multimodal Kimi K2.5: further trained on 15T tokens, with a swarm of up to 100 subagents and up to 4.5x faster execution on complex tasks.

Moonshot Releases WorldVQA: 3500 Questions About the World That Trip Up Models
The Kimi team published WorldVQA, a benchmark of 3500 image-question pairs. On rare objects, top multimodal models often fall short of 50% accuracy.

Kimi launches Agent Swarm: up to 100 subagents and 1,500 tool calls
Moonshot built a swarm mode into Kimi K2.5: the model hires up to 100 subagents on its own, makes more than 1500 tool calls and, the company says, works 4.5x faster.

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

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

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

Hefei's Zhongke Ion Raises 600 Million Yuan for Proton Cancer Therapy
A Hefei company whose accelerator grew out of "artificial sun" fusion technology has raised 600 million yuan. Its domestically built system is already treating…

LabBuilder Turns an Experiment Description into a Safe 3D Lab
A team at ICML 2026 introduced LabBuilder, a system that builds a safety-aware 3D lab layout from the text of an experiment protocol. The authors name three gaps in…

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

Two Simple Changes Nearly Double the Correlation of MLLM Encoder Scoring

STILL from HIT Shenzhen: Hybrid Attention Within a Layer Picks Tokens by Content

Stanford Breaks Down the Retina as an Interpretable Neural Network in Course EE292R

CoRE Teaches AI to Choose Its Own Knowledge-Base Retrieval Rules Without Labeled Data
CoRE jointly trains a rule router and a retriever without query-rule pairs. It was tested on three STaRK-QA domains: scientific discovery, biomedicine and…

OpenAI shows how an engineer's dot triaged a night-time incident and launched Codex
In an OpenAI video, engineer Ali hands an on-call incident to his dot at 3 a.m. The dot opens a thread in Codex, and Ali steers the fixes from his phone through…









