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).

HERA teaches AI agents to refuse impossible tasks: refusal accuracy rises from 61.7% to 83.3%
The HERA framework co-evolves an agent's harness and its environment, lifting refusal accuracy from 61.7% to 83.3% and carrying the gain over to 19 other LLMs.

OPMD Teaches Student LLMs Not Just the Teacher's Answers, but Its Internal Computations
On-Policy Mechanism Distillation transfers a teacher's intermediate computations to the student and leads distillation baselines in average accuracy across all…

Cognition Passes $1 Billion in Annualized Revenue Two Years After Launching Devin
Cognition, maker of the AI engineer Devin, says it has reached a $1 billion annualized run rate. The company is under three years old, and its customers include GE…

Cognition Brings On the Dioxus Team, Keeping 4 Open Source Projects Under Devin's Wing

Cognition raises more than $2 billion at a $48 billion valuation as Devin revenue approaches $900 million

Attacks on Sam Altman: how violence became a weapon against the AI industry

Iranian team Explosive Media creates viral Lego war videos with AI

Florida Prosecutor Investigates OpenAI: ChatGPT May Have Helped Plan University Shooting
Florida's Attorney General has opened an investigation against OpenAI following the deaths of two people at a university; according to investigators, the attacker…

Florida Attorney General Launches Investigation into OpenAI Over Security Threats
State authorities accuse the company of technology leaks to U.S. adversaries, ChatGPT connections to crimes, and possible involvement in Florida shooting.

The US Army is developing its own VICTOR chatbot for soldiers' combat missions

Project Maven: How Pentagon Skeptics Became Champions of Military AI

Anthropic Refutes Pentagon Allegations of Potential AI Tool Sabotage During Wartime

Pentagon Told Anthropic of "Near Agreement" — a Week Before Trump's Breakup Announcement

Lawsuit against xAI: Grok allegedly turned real photos of children into sexual content
Three minors filed a class-action lawsuit against xAI, alleging that the Grok chatbot created sexualized images based on their real photos.

Palantir showed how the military can use AI chatbots to plan operations
Demonstration videos from Palantir and internal Pentagon documents show how chatbots based on Anthropic's Claude can analyze intelligence data and generate plans…









