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).

10,280Published articles
50+Verified primary sources
6Language editions (RU/EN/ES/PT/FR/AR)
Matthew Green Puts 15% Odds on AI Eroding Trust in Public-Key Cryptography
LLM·Simon Willison

Matthew Green Puts 15% Odds on AI Eroding Trust in Public-Key Cryptography

Oct 24, 2026·2 min
Artificial Analysis launches Decision Index: Jev 1.13 leads with 58 points
Business

Artificial Analysis launches Decision Index: Jev 1.13 leads with 58 points

Oct 24, 2026·3 min
Simon Willison Built a Newsletters Page by Voice: Codex and GPT-6 Astra in an Hour
LLM

Simon Willison Built a Newsletters Page by Voice: Codex and GPT-6 Astra in an Hour

Oct 24, 2026·3 min
Agents Outpaced Humans in GitHub PRs and Linear Tasks in August 2026
Business

Agents Outpaced Humans in GitHub PRs and Linear Tasks in August 2026

Oct 24, 2026·3 min
Nvidia in talks to buy Reflection AI, a startup valued at $8 billion
Hardware·Hacker News AI

Nvidia in talks to buy Reflection AI, a startup valued at $8 billion

Financial Times reports Nvidia is in talks to acquire Reflection AI, a US open-model developer valued at $8 billion in 2025 after a $2 billion round.

Oct 24, 2026·2 min
Russia Already Has 18 AI Code Agents, but 'Russian' Means Three Different Things
Business·Habr AI

Russia Already Has 18 AI Code Agents, but 'Russian' Means Three Different Things

RuBench's census counted 18 Russian AI code agents (10 for IDE/CLI and 8 builders): from GigaCode, SourceCraft, and Kodik to T-Code, Koda, and 1C:Naparnike. We…

Oct 24, 2026·5 min
Oracle Cuts Tasks From Days to Minutes With ChatGPT Work and Codex
Business·OpenAI Blog

Oracle Cuts Tasks From Days to Minutes With ChatGPT Work and Codex

Oracle uses ChatGPT Work and Codex in recruiting, engineering and operations. According to OpenAI, tasks that once took days now take minutes.

Oct 24, 2026·2 min
Alibaba Qwen Names Three Pillars of Its Personal Agent: Model, Memory and Ecosystem
Business·Jiqizhixin (机器之心)

Alibaba Qwen Names Three Pillars of Its Personal Agent: Model, Memory and Ecosystem

At CCF 2026, Qwen algorithm lead Jiang Guanjun explained how Alibaba is building a personal agent: the model, memory and ecosystem work only in combination.

Oct 24, 2026·2 min
Top themes
01Cognition teaches Devin to grant limits based on efficiency: a 0–100 scaleOct 24, 2026·3 min02AI Agents Cut a Two-Week Breach Down to Ten Hours: Eight Assumptions CollapseOct 24, 2026·4 min03Devin Gets 30–40% Cheaper as Fusion Tops FrontierCode 1.1 With a 68.8 ScoreOct 24, 2026·3 min04Google Releases EmbeddingGemma 2: Five Modalities in a 768-Dimensional SpaceOct 24, 2026·2 min05X Square Robot to Invest 300 Million Yuan in Hefei Headquarters for Its RobotsOct 24, 2026·2 min
Anonymous Models Kibitz and Kalmia Surface in Code Arena: Kimi K3.1 and Qwen 4 Suspected
Business·Jiqizhixin (机器之心)

Anonymous Models Kibitz and Kalmia Surface in Code Arena: Kimi K3.1 and Qwen 4 Suspected

Oct 24, 2026·2 min
Anthropic is testing different Claude limits on identical plans: a gap of up to 20%
Business·Jiqizhixin (机器之心)

Anthropic is testing different Claude limits on identical plans: a gap of up to 20%

Oct 24, 2026·2 min
Alibaba Qwen Unveils TRACE: FP4 Rollout Runs Up to 5.4x Faster
Hardware·Jiqizhixin (机器之心)

Alibaba Qwen Unveils TRACE: FP4 Rollout Runs Up to 5.4x Faster

Oct 24, 2026·3 min
Codex goes beyond code: 5M weekly users in June, 40M by October
Business·Jiqizhixin (机器之心)

Codex goes beyond code: 5M weekly users in June, 40M by October

Oct 24, 2026·2 min
iFlytek Unveils Spark X2.6, the Xingchen TaaS Platform and the SparkAudio 1.0 Speech Model
Robotics·Jiqizhixin (机器之心)

iFlytek Unveils Spark X2.6, the Xingchen TaaS Platform and the SparkAudio 1.0 Speech Model

At the 1024 festival in Beijing, iFlytek showed Spark X2.6 with a device-plus-cloud architecture, the Xingchen TaaS platform and the SparkAudio 1.0 speech…

Oct 24, 2026·3 min
Vercel Agent gets production access through a scoped plan and a single approval
Business·Vercel Blog

Vercel Agent gets production access through a scoped plan and a single approval

Vercel explains how its agent works with live systems: it investigates with read: permissions, proposes a plan, and gets write access only after approval. The API…

Oct 24, 2026·3 min
Devin Gets Personal Memory and Daily "Dreams" Backed by a Git Repository
LLM·Windsurf Blog

Devin Gets Personal Memory and Daily "Dreams" Backed by a Git Repository

Cognition added Memory and Dreaming to Devin: notes live in a personal Git repo of markdown files, and a daily background session tidies them up.

Oct 24, 2026·3 min
Lovable builds GPT-Live, Claude and Gemini Omni into its chat: 9 AI tools in one place
Business·Lovable Blog

Lovable builds GPT-Live, Claude and Gemini Omni into its chat: 9 AI tools in one place

Oct 24, 2026·3 min
GPT-6.1 Sol in Devin Scores 60.4% on FrontierCode at $0.31 per Task
Business·Windsurf Blog

GPT-6.1 Sol in Devin Scores 60.4% on FrontierCode at $0.31 per Task

Oct 24, 2026·2 min
Lovable launches enterprise bundle: deployment to a customer's own AWS and Azure, EU inference, and policies
Business·Lovable Blog

Lovable launches enterprise bundle: deployment to a customer's own AWS and Azure, EU inference, and policies

Oct 24, 2026·3 min
Cognition launches Devin Oncall: 100% on SREGym and a production fix in 2m 21s
Business·Windsurf Blog

Cognition launches Devin Oncall: 100% on SREGym and a production fix in 2m 21s

Oct 24, 2026·3 min
Math Advisers Say OpenAI's Flood of Proofs Broke the Field's Rules
Research·TechCrunch

Math Advisers Say OpenAI's Flood of Proofs Broke the Field's Rules

Oct 24, 2026·2 min
Open-weight models take 71.5% of Vercel AI Gateway tokens and 23% of spend
Business

Open-weight models take 71.5% of Vercel AI Gateway tokens and 23% of spend

Oct 24, 2026·3 min
Natura launches $99 Interface smart ring that summons AI agents with a single tap
Hardware

Natura launches $99 Interface smart ring that summons AI agents with a single tap

Oct 24, 2026·2 min
Vercel Takes Python to GA and Launches Daemons for Background Workers
Business

Vercel Takes Python to GA and Launches Daemons for Background Workers

Oct 24, 2026·3 min
Goodfire launches "internal" monitors for AI agents that cost less than LLM oversight
Business·TechCrunch

Goodfire launches "internal" monitors for AI agents that cost less than LLM oversight

Goodfire released monitors that read a model's internal signals and call in a second LLM only when something looks suspicious. The company claims costs are a…

Oct 24, 2026·2 min
Vercel Sandbox Survives Hacking Challenge: 1,285 Reports, $242,000 and a Linux Kernel Bug
Business·Vercel Blog

Vercel Sandbox Survives Hacking Challenge: 1,285 Reports, $242,000 and a Linux Kernel Bug

Researchers filed 1285 reports in two weeks and earned $242,000, but no one reached customer data. The top finding is a zero-day in the Linux kernel.

Oct 24, 2026·3 min