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).
AI Agents Cut a Two-Week Breach Down to Ten Hours: Eight Assumptions Collapse
Ben Lorica analyzed attacks involving AI agents: two weeks of work took under ten hours, and in the Hugging Face incident, about 17,600 actions were reconstructed…
Devin Gets 30–40% Cheaper as Fusion Tops FrontierCode 1.1 With a 68.8 Score
Devin got cheaper: 30–40% in Fusion and Normal, 15–20% in Ultra, up to 70% in Devin Review. Fusion scored 68.8 on FrontierCode 1.1 Extended at $0.60 per task.
Google Releases EmbeddingGemma 2: Five Modalities in a 768-Dimensional Space
Google DeepMind has released EmbeddingGemma 2, a single model that encodes text, code, images, video and audio into one shared vector space. The text part takes 191…
Vercel Agent gets production access through a scoped plan and a single approval
Devin Gets Personal Memory and Daily "Dreams" Backed by a Git Repository
Lovable builds GPT-Live, Claude and Gemini Omni into its chat: 9 AI tools in one place
GPT-6.1 Sol in Devin Scores 60.4% on FrontierCode at $0.31 per Task
Lovable launches enterprise bundle: deployment to a customer's own AWS and Azure, EU inference, and policies
Lovable has released an Enterprise feature set: apps in the customer's own cloud, a bring-your-own encryption key, EU inference, Organizations, and audit log export…
Cognition launches Devin Oncall: 100% on SREGym and a production fix in 2m 21s
Devin Oncall is now generally available: the agent investigates alerts and fixes production, scored 100% on SREGym, and handles thousands of live alerts a day at…
Open-weight models take 71.5% of Vercel AI Gateway tokens and 23% of spend
Natura launches $99 Interface smart ring that summons AI agents with a single tap
Vercel Takes Python to GA and Launches Daemons for Background Workers
Goodfire launches "internal" monitors for AI agents that cost less than LLM oversight
Anthropic cuts the data leaking to Claude distillers by 90–99%
Anthropic says new methods cut the data collected by distillation attacks on Claude by 90–99%. The price of that protection: giving up trillions of tokens of…
OpenAI Fires Three Security Researchers Who Investigated the Hugging Face Breach
Three security researchers who helped investigate the Hugging Face breach have lost their jobs at OpenAI. In an open letter, they say the remaining staff are…