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).

10,541Published articles
50+Verified primary sources
6Language editions (RU/EN/ES/PT/FR/AR)
HeirCommit Filters Out Up to 83% of Harmful Updates in Self-Evolving LLMs
Research·Hugging Face Daily Papers

HeirCommit Filters Out Up to 83% of Harmful Updates in Self-Evolving LLMs

Oct 22, 2026·3 min
ACT3D teaches a VLM to explore 3D scenes and beats Gemini 3.6 Flash: 53.2% across six benchmarks
Research

ACT3D teaches a VLM to explore 3D scenes and beats Gemini 3.6 Flash: 53.2% across six benchmarks

Oct 22, 2026·2 min
Librarian Agents: LLMs Pre-Build the Workspace and Gain 33 Points on BrowseComp-Plus
Research

Librarian Agents: LLMs Pre-Build the Workspace and Gain 33 Points on BrowseComp-Plus

Oct 22, 2026·2 min
Intact cuts prompt injection success in browser agents from 73.1% to 12.8%
Research

Intact cuts prompt injection success in browser agents from 73.1% to 12.8%

Oct 22, 2026·2 min
Vercel launches Drives: agents get persistent storage of up to 16 TiB
Business·Vercel Blog

Vercel launches Drives: agents get persistent storage of up to 16 TiB

Vercel Drives is now generally available for Sandbox on all plans. An agent can mount one disk in different environments and keep working with the same files. Sizes…

Oct 22, 2026·2 min
Vercel launches BYOC on AWS and an agent authorization beta as AI token usage quadruples
Business·Vercel Blog

Vercel launches BYOC on AWS and an agent authorization beta as AI token usage quadruples

Vercel made BYOC on AWS generally available and opened a beta of Enterprise-Managed Authorization. Enterprise token spend on AI Gateway grew 4x in three months.

Oct 22, 2026·3 min
Lovable launches Deploy on Azure: your apps and data live in your own subscription
Business·Lovable Blog

Lovable launches Deploy on Azure: your apps and data live in your own subscription

Lovable opened a private preview of Deploy on Azure: apps, database and logs run in the customer's subscription on AKS and PostgreSQL, while the editor and agent…

Oct 22, 2026·3 min
Google Antigravity Finds an Antimicrobial Peptide Candidate in a 97-Amino-Acid Protein
LLM·Google DeepMind Blog

Google Antigravity Finds an Antimicrobial Peptide Candidate in a 97-Amino-Acid Protein

Google's Antigravity agent platform and the ProtNLM model found a new 97-amino-acid bacteriocin in UniProt's "dark matter." It is now being tested in the lab.

Oct 22, 2026·2 min
Top themes
01Mistral releases Timestral: a 209M-parameter model that tops three benchmarksOct 22, 2026·2 min02Anthropic lets six METR auditors into its office, with the right to publish reports without a vetoOct 22, 2026·3 min03Claude Traced the Origin of the NIST ECDSA Curve Seeds in Half an HourOct 22, 2026·3 min04OpenAI: GPT‑5.6 Sol model finds critical flaw in PHP, which runs 70% of websitesOct 22, 2026·3 min05Claude Mythos 5 designs quantum circuits that beat published recordsOct 22, 2026·2 min
Wujie Dongli Open-Sources World Model MWA-Phoenix, Claims Top Spot on Six Benchmarks
Robotics·Jiqizhixin (机器之心)

Wujie Dongli Open-Sources World Model MWA-Phoenix, Claims Top Spot on Six Benchmarks

Oct 22, 2026·2 min
DeepSeek open-sources its DeepInfer inference engine, and analysts calculate an 82% margin
Business·Jiqizhixin (机器之心)

DeepSeek open-sources its DeepInfer inference engine, and analysts calculate an 82% margin

Oct 22, 2026·3 min
RVCBench Tests 18 Voice Cloning Models on Noise, Compression, and Anti-Cloning Protection
Research·Jiqizhixin (机器之心)

RVCBench Tests 18 Voice Cloning Models on Noise, Compression, and Anti-Cloning Protection

Oct 22, 2026·2 min
The Expectations Gap: 91% of Anthropic Employees and 39% of Americans Expect a Nobel-Level AI Breakthrough
LLM·Anthropic Research

The Expectations Gap: 91% of Anthropic Employees and 39% of Americans Expect a Nobel-Level AI Breakthrough

Oct 22, 2026·2 min
Anthropic: AI Agents Now Outnumber Employees 6 to 1, and Junior Hiring Is Shrinking
Business·Anthropic Research

Anthropic: AI Agents Now Outnumber Employees 6 to 1, and Junior Hiring Is Shrinking

Two Anthropic reports: by August 2026 the company has six times more AI agents than people, juniors make up a shrinking share of hires, and 91% of staff expect an…

Oct 22, 2026·2 min
LILIE teaches image generation through language, cutting gFD from 66.84 to 53.01
LLM·Hugging Face Daily Papers

LILIE teaches image generation through language, cutting gFD from 66.84 to 53.01

LILIE's reversible encoder gives a generative model a language signal instead of a purely pixel-based loss: gFD on GPIC drops by about 14 points, and code and…

Oct 22, 2026·2 min
Competence Over Accuracy: Why GPT and Qwen Lose Logic When Problems Get Rephrased
LLM·Hugging Face Daily Papers

Competence Over Accuracy: Why GPT and Qwen Lose Logic When Problems Get Rephrased

A new methodology called Competence-Based Evaluation (CBE) has uncovered a fundamental flaw in LLM logical reasoning: even strong GPT and Qwen models fail on the same task type when its wording change

Oct 22, 2026·2 min
A no-hair theorem for transformers: the prompt is forgotten as t^-α, α≈0.55–0.7
Research·Hugging Face Daily Papers

A no-hair theorem for transformers: the prompt is forgotten as t^-α, α≈0.55–0.7

Oct 22, 2026·2 min
Huginn Beats Ouro on All 10 Benchmarks: The Design Space of Recurrent LLMs
Research·Hugging Face Daily Papers

Huginn Beats Ouro on All 10 Benchmarks: The Design Space of Recurrent LLMs

Oct 22, 2026·2 min
MOSS-Image: Open 5B Model Renders Long Text with 96.3% Coverage
LLM·Hugging Face Daily Papers

MOSS-Image: Open 5B Model Renders Long Text with 96.3% Coverage

Oct 22, 2026·2 min
MIST shows video world models don't forget; they fail to carry out the command
Research·Hugging Face Daily Papers

MIST shows video world models don't forget; they fail to carry out the command

Oct 22, 2026·2 min
"Wait" in Reasoning Models Turns Out to Be Inherited from Data, Not Discovered by RL
Research·Hugging Face Daily Papers

"Wait" in Reasoning Models Turns Out to Be Inherited from Data, Not Discovered by RL

Oct 22, 2026·3 min
Vercel Shop Reaches GA: Shopify Storefronts Learn to Sell to AI Agents
Business

Vercel Shop Reaches GA: Shopify Storefronts Learn to Sell to AI Agents

Oct 22, 2026·3 min
OpenAI's Interpretability Founder Says 90% of Neurons Have a Single Function
Research

OpenAI's Interpretability Founder Says 90% of Neurons Have a Single Function

Oct 22, 2026·2 min
Kunlun Wanwei launches Matrix-Game 4.0: a video model that plays in 480p at 60 FPS on a single GPU
Hardware

Kunlun Wanwei launches Matrix-Game 4.0: a video model that plays in 480p at 60 FPS on a single GPU

Oct 22, 2026·2 min
DeepSeek releases V4.1-Flash-1017 and opens its Search API at $0.75 per 1000 calls
LLM·DeepSeek Blog

DeepSeek releases V4.1-Flash-1017 and opens its Search API at $0.75 per 1000 calls

DeepSeek's updated Flash model, V4.1-Flash-1017, finishes tasks faster, writes shorter answers and is open source. Search and Fetch APIs cost $0.75 per 1000 calls.

Oct 22, 2026·2 min
Claude Traces the Origin of Five NIST Curve Seeds in Half an Hour
Research·Jiqizhixin (机器之心)

Claude Traces the Origin of Five NIST Curve Seeds in Half an Hour

Anthropic says an internal Claude model worked out where the seeds of five NIST elliptic curves came from in under 30 minutes. The question had stayed open for more…

Oct 22, 2026·2 min