Zhemal Khamidun
Head of AI at Alpina Digital, CPO of AlpinaGPT (~30-person engineering & AI team). Founder of Vibe Academy & Hamidun Consulting, author of the AI channel «Готовим ИИшницу» (@jemal_hamidun).

Stanford Posts Pavone's Stereo Vision Lecture: AA274A Course and a Free Textbook
Stanford Online has published Lecture 10 of the 2019 AA274A course on stereo vision. Marco Pavone of Stanford and NVIDIA teaches it, and a free PoRA textbook…

UBTech's Thinker-WM Takes Three First Places, Scoring 0.740 on WorldOlympiad
UBTech's Thinker-WM world model topped three embodied AI benchmarks. It scored 0.740 on WorldOlympiad, and a single model covers six capabilities.

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.

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

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

MambaAct speeds up π0.5 robots: action expert 10x smaller, latency down 64.8%

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…

Same 74 Tasks, Different People: Browser AI Agents Lose 36% of Their Success Rate

Stanford Posts LLM Training Lecture: 16 Chapters From Pretraining to GRPO

Codex Teaches Team Sites to Update on a Schedule and Adapt to Each Visitor

OpenAI Releases GPT-Live-1.1: New Voices in 6 Languages and Fewer "checking..." Pauses

xFusion brings 800V HVDC and supernodes for "token factories" to OCP 2026
At the OCP Global Summit in San Jose, xFusion showed supernodes and 800V HVDC power, betting on tightly coupled compute and energy for "token factories".

SentinelOne: OpenAI Models Do 4–6 Weeks of Reverse Engineering in 8 Hours
SentinelOne's Gregor Stewart says OpenAI's AI delivers top-researcher-level results in eight hours on work that takes a human expert four to six weeks.









