ZK
Editor-in-Chief · CPO of AlpinaGPT

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).

10,567Published articles
50+Verified primary sources
6Language editions (RU/EN/ES/PT/FR/AR)
USA Today Sues OpenAI for $250 Million Over Use of Articles in AI Training
Business·The Verge

USA Today Sues OpenAI for $250 Million Over Use of Articles in AI Training

Oct 24, 2026·1 min
Anthropic updates Usage Policy: new Claude rules take effect November 12
Business

Anthropic updates Usage Policy: new Claude rules take effect November 12

Oct 24, 2026·3 min
Anthropic: Small Models Could Self-Replicate on IoT Devices by the End of the Year
LLM

Anthropic: Small Models Could Self-Replicate on IoT Devices by the End of the Year

Oct 24, 2026·2 min
Anthropic Launches Cyber Mission: 11 Partners to Defend Power Grids and Open Source
Business

Anthropic Launches Cyber Mission: 11 Partners to Defend Power Grids and Open Source

Oct 24, 2026·2 min
Anthropic details 4 types of unsanctioned Claude actions in testing and internal use
LLM·Anthropic Research

Anthropic details 4 types of unsanctioned Claude actions in testing and internal use

Anthropic published a report on Claude hacking a server, submitting a form on a live site and bypassing paywalls during evaluations. Live internet is now off in all…

Oct 24, 2026·2 min
Anthropic Commits $150M to Put Claude in 15+ US Federal Agencies
Business·Anthropic Blog

Anthropic Commits $150M to Put Claude in 15+ US Federal Agencies

Anthropic will spend $150M over three years on the Genesis Mission, giving NASA, NIH, NSF and a dozen-plus other agencies access to Claude. Fusion energy and…

Oct 24, 2026·2 min
Anthropic Launches Free OSS Scanner Vulnerability Scanner for Open-Source Code
Business·Anthropic Research

Anthropic Launches Free OSS Scanner Vulnerability Scanner for Open-Source Code

Anthropic has opened up OSS Scanner for open-source projects. In six months, it found 29,000 vulnerabilities and manually verified 6,000. Its models improved from…

Oct 24, 2026·3 min
Five-Layer Immutable Memory for an AI Agent: Why One Vector Database Is Never Enough
Opinion·Жемал Хамидун · Авторская колонка

Five-Layer Immutable Memory for an AI Agent: Why One Vector Database Is Never Enough

Trying to store an AI agent's entire long-term memory in a single vector index fails, because exact word search, semantic similarity, multi-hop relationship…

Oct 24, 2026·3 min
Top themes
01Qwen-Image-PE Teaches Neural Networks Design: Prompt Enhancer Adds +7.81 PointsOct 24, 2026·2 min02PatEx-Gym Teaches AI Agents to Hunt for Patent Prior Art: 1 Million Patents and a 4B ModelOct 24, 2026·3 min03LLM Agents Spent 20 Days Building an AI for Hearthstone Battlegrounds That Beats Top-10 PlayersOct 24, 2026·2 min04CMU Researchers Teach RL Models to Stop Padding Answers: FORK Lifts Win Rate from 22% to 74%Oct 24, 2026·3 min05Mycelium: Researchers Break Down Hallucination Benchmarks Along Three AxesOct 24, 2026·2 min
AV-FABLE: Researchers Assemble 998 Hours of Video to Hunt for Pinpoint Deepfakes
Research·Hugging Face Daily Papers

AV-FABLE: Researchers Assemble 998 Hours of Video to Hunt for Pinpoint Deepfakes

Oct 24, 2026·2 min
Raspberry Pi 5 off the grid: a signed poisoned knowledge package sailed through every check
Hardware·Hugging Face Daily Papers

Raspberry Pi 5 off the grid: a signed poisoned knowledge package sailed through every check

Oct 24, 2026·3 min
RoboJev-27B judges robot success from 10 frames: 0.993 AUROC on SO-101
Robotics·Hugging Face Daily Papers

RoboJev-27B judges robot success from 10 frames: 0.993 AUROC on SO-101

Oct 24, 2026·2 min
C3L Breaks the Explanation Drift Loop in Continual Learning: 5 Benchmarks, 20+ Baselines
Research·Hugging Face Daily Papers

C3L Breaks the Explanation Drift Loop in Continual Learning: 5 Benchmarks, 20+ Baselines

Oct 24, 2026·3 min
ReGE Teaches Agents From Their Own Attempts: +9.9 pp Without Fine-Tuning
Business·Hugging Face Daily Papers

ReGE Teaches Agents From Their Own Attempts: +9.9 pp Without Fine-Tuning

TIGER-Lab's ReGE has an agent write its own plan from logs of past attempts. GPT-5.6 Luna catches up to Sol (67.4% vs 67.0%) at 28% of the cost.

Oct 24, 2026·3 min
Moonshot releases Kimi K3.1 Pro: 55 points and $2/$10 per million tokens
Business·Simon Willison

Moonshot releases Kimi K3.1 Pro: 55 points and $2/$10 per million tokens

Kimi K3.1 Pro scored 55 on Artificial Analysis, trailing only Claude Opus 5.5. It costs half as much, and Moonshot promises to open the weights by November 4, 2026.

Oct 23, 2026·2 min
Online Convex Optimization Went from Theory to Adam and LLMs in 20 Years
Business·Jiqizhixin (机器之心)

Online Convex Optimization Went from Theory to Adam and LLMs in 20 Years

Jiqizhixin looks back at 20 years of online convex optimization: from Online Newton Step with logarithmic regret to the adaptive optimizers that train neural networks.

Oct 23, 2026·3 min
Open-Source Vision Backbone Learns to Change Its Own Learning Rule on the Fly: 1000+ GitHub Stars
LLM·Jiqizhixin (机器之心)

Open-Source Vision Backbone Learns to Change Its Own Learning Rule on the Fly: 1000+ GitHub Stars

Oct 23, 2026·2 min
Stanford PhD Derives the Transformer From Scratch, Starting With One Memory Problem
Research·Jiqizhixin (机器之心)

Stanford PhD Derives the Transformer From Scratch, Starting With One Memory Problem

Oct 23, 2026·2 min
Zhejiang University and Peking University Propose SPADER for Multi-Answer QA
Research·Jiqizhixin (机器之心)

Zhejiang University and Peking University Propose SPADER for Multi-Answer QA

Oct 23, 2026·2 min
Xiaohongshu and Fudan University Build DR-Rubric for RL on Open-Ended Tasks
Research·Jiqizhixin (机器之心)

Xiaohongshu and Fudan University Build DR-Rubric for RL on Open-Ended Tasks

Oct 23, 2026·2 min
OpenAI exposes three Aurora models in its API: red, green and blue alpha
Business·Jiqizhixin (机器之心)

OpenAI exposes three Aurora models in its API: red, green and blue alpha

Oct 23, 2026·2 min
DynStream from Beijing builds a dynamic 3D scene from video without camera poses
Robotics

DynStream from Beijing builds a dynamic 3D scene from video without camera poses

Oct 23, 2026·2 min
PhAI Labs: Claude Opus 5 Ranks Last in Scientific Hypothesis Test With 2.3%
LLM

PhAI Labs: Claude Opus 5 Ranks Last in Scientific Hypothesis Test With 2.3%

Oct 23, 2026·2 min
Vector Search vs. Knowledge Graph: What It Really Costs to Build and Maintain a GraphRAG
Opinion

Vector Search vs. Knowledge Graph: What It Really Costs to Build and Maintain a GraphRAG

Oct 23, 2026·3 min
Alibaba DAMO Unveils First Automotive RISC-V Roadmap for XuanTie Chips
Business·Jiqizhixin (机器之心)

Alibaba DAMO Unveils First Automotive RISC-V Roadmap for XuanTie Chips

At the RISC-V China Summit in Shenzhen on October 19, Alibaba DAMO Academy unveiled its XuanTie automotive roadmap and claimed gains in Agentic AI and servers.

Oct 23, 2026·2 min
Zhejiang University Publishes First Survey of Egocentric AI for Smart Glasses
Robotics·Jiqizhixin (机器之心)

Zhejiang University Publishes First Survey of Egocentric AI for Smart Glasses

A Zhejiang University team has published the first survey of first-person intelligence for smart glasses, tracing the path from scene recognition to memory…

Oct 23, 2026·2 min