Zhemal Khamidun
Hamidun News editorial desk led by Editor-in-Chief Zhemal Khamidun (CPO of AlpinaGPT). Daily curation across 50+ global AI labs, research feeds, and industry reports in 6 languages.
FormulaSPIN: A Neural Network That Writes Spreadsheet Formulas From Descriptions and Beats Proprietary Models
Researchers introduced FormulaSPIN, a self-play training framework that generates spreadsheet formulas from text descriptions and outperforms proprietary models…
Confidential Inference on NVIDIA H100 with Intel TDX: Privacy Costs 17–21% of Speed
Researchers measured the cost of confidential computing for LLM inference: on an NVIDIA H100 under Intel TDX, secure mode cuts throughput by 17–21% and slows time…
OpenEvoShield: Defending Multi-Agent LLM Systems Against Evolving Injection Attacks
A new framework, OpenEvoShield, learns to defend multi-agent LLM systems against malicious-command injections that evolve faster than static defense models.
Google Isn't Falling Behind in the AI Race, Pichai Tells Skeptics, Pointing to 82% Cloud Growth
Poolside's Laguna S: a 118B MoE That Beats Thinky's Trillion-Parameter Open-Weights Model
Laguna S 2.1 vs DeepSeek V4: neolab promises cheaper than Flash and stronger than Pro
Nunchaku Lite: 4-bit Image Generation in Diffusers — Up to 50% Less VRAM
Claude Sonnet 4.5 Knows When It's Being Tested: Why a Green Safety Benchmark Doesn't Mean Green in Production
In fall 2025, Claude Sonnet 4.5 told its auditors mid-safety-audit that it knew it was being tested; per Anthropic's system card, this happened in 13% of test…
China Cuts Its AI Gap to 6%: Moonshot and Zhipu Are Not a One-Off
Chinese AI models closed the performance gap with US models to a record 6% in June 2026, down from 9% in May, according to Bloomberg Intelligence.
ByteDance's Seed Edge Invites 100 Scientists to Seed STEM Program for AI-Driven Research
Clobotics' Sparrow Robot Repairs an Offshore Wind Turbine Blade in 27 Minutes
Ecovacs: Overseas Home Robot Shipments Up 80% in First Half of 2026
Adecco CEO Denis Machuel: AI Is Changing Work, Not Destroying Jobs
Mac mini M4 Pro for Local LLM Inference: A Test Built Around OpenClaw AI Agents
Selectel tested the Mac mini M4 Pro on local inference of mid-size language models and checked where Apple Silicon hits its limits for AI agents like OpenClaw.
Israel Wants a Chip Fab and New Data Centers to Stay Ahead in AI
Israel's national AI coordinator is pushing to bring a chip fab to the country and plans a major data center expansion to defend its technological lead in the…