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).

OSGym: A New Framework for Training AI Agents at Scale on the Cheap
OSGym is an infrastructure framework that runs thousands of virtual environments for training AI to operate a computer, at roughly the price of a cup of coffee per…

Meta Unveils Muse Spark: A Multimodal AI Model With Visual Reasoning
Meta Superintelligence Labs has introduced Muse Spark, the first AI model in a new family. It supports visual chain of thought and works with parallel…

OpenAI Unveils New ChatGPT Voice Powered by GPT Live, With No Technical Details
OpenAI released a video of the updated ChatGPT Voice, built on GPT Live. It gives no latency figures, languages or pricing. Here is what we know and what to test.

Robots Share Experience: 96-Machine Fleet Boosts Packing Success From 79.2% to 98.3%

Halcyon beats LlamaGen and JiT-T2I with 18–275x less pretraining compute

MemT-1.0 builds memory into the model itself: 66x smaller storage at 128K

Artificial Analysis launches HealthBench: GPT-6 Astra leads with 66.0%

ActionRoPE Turns Player Actions into Coordinates and Cuts Scene Drift by 66%
ActionRoPE controls game world models through world coordinates with no new parameters, cutting revisit drift by 66% compared with the best baseline.

Heartbeat Thinking Teaches Voice Agents to Work While You're Still Talking: Latency Down 36.4%
A new scheme for voice agents starts reasoning and tool calls mid-speech. On FDBench v3, tool coverage rose by 16 percentage points and response latency fell by…

SEAM teaches TTS new words without audio and cuts data needs by 75%

GPT agents lose up to 11.3 points of accuracy when the simulator report sits in a file

VerifierBench: 19 LLMs Wrote Verifiers, and the Best Scored Only 62.1

Strong AI agents hand the move to a human in 80% of cases when the human's path is shorter

Four Chinese Players Are Building Real-Time Interactive Video Worlds
Alibaba's HappyOyster, Ant's LingBot, Vidu S2 and PixVerse R2 put interactive video worlds at the center of China's AI market: the model reacts to user actions as…

Reverse-engineering expensive websites with AI: why half of the web's 'complex 3D' can be assembled in two evenings
Impressive promo sites with complex lighting and volumetric graphics used to require a month and a half of design studio work plus a dedicated WebGL developer.









