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Hamidun News Editorial Desk · Editor-in-Chief Zhemal Khamidun

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.

10,360Published articles
50+Verified primary sources
6Language editions (RU/EN/ES/PT/FR/AR)
emb-diversity: An Embedding-Based Tool for Measuring Data Diversity
Research·arXiv cs.CL

emb-diversity: An Embedding-Based Tool for Measuring Data Diversity

Jul 25, 2026·2 min
FinMMEval 2026 Task 2: A Five-Language Financial QA Benchmark, With the Top 4 Systems Within 1%
LLM

FinMMEval 2026 Task 2: A Five-Language Financial QA Benchmark, With the Top 4 Systems Within 1%

Jul 25, 2026·2 min
D2VBench: A 10,000-Dilemma Benchmark Tests LLM Value Alignment
LLM

D2VBench: A 10,000-Dilemma Benchmark Tests LLM Value Alignment

Jul 25, 2026·2 min
Sentence Splitter: How a T5 Model Finds the Hidden Factual Structure of Sentences
Research

Sentence Splitter: How a T5 Model Finds the Hidden Factual Structure of Sentences

Jul 25, 2026·2 min
VizRAG: Visualizing Hypergraphs to Improve RAG Retrieval for Multimodal Models
LLM·arXiv cs.CL

VizRAG: Visualizing Hypergraphs to Improve RAG Retrieval for Multimodal Models

Researchers unveil VizRAG, the first RAG system that shows a language model its knowledge hypergraph as an image rather than text alone, and it outperforms strong…

Jul 25, 2026·2 min
TriAgent: A Committee of Small Models Instead of an Expensive LLM Saves $9.3M a Year
LLM·arXiv cs.CL

TriAgent: A Committee of Small Models Instead of an Expensive LLM Saves $9.3M a Year

Researchers unveiled TriAgent, a multi-agent financial sentiment system where cheap models replace a cloud LLM, saving $9.3M a year at 10M users.

Jul 25, 2026·2 min
Rubric4Setwise: Evaluating Whole Document Sets for RAG Instead of Ranking by Relevance
Creative·arXiv cs.CL

Rubric4Setwise: Evaluating Whole Document Sets for RAG Instead of Ranking by Relevance

Researchers introduce SetwiseEvalKit, a benchmark of ~28,000 criteria for judging the quality of an entire document set, and Rubric4Setwise, a method that generates…

Jul 25, 2026·2 min
Neural Network Pinpoints a Speaker's Origin from Their Arabic Dialect to Within 481 km
Research·arXiv cs.CL

Neural Network Pinpoints a Speaker's Origin from Their Arabic Dialect to Within 481 km

A new neural network predicts where an Arabic speaker comes from as latitude and longitude, with a median error of 481.2 km, without sorting speakers into countries.

Jul 25, 2026·2 min
Top themes
01HIPE-2026: How to Extract Person-Place Relations from Historical Newspapers Without Neural NetworksJul 25, 2026·2 min02SLPO: A Method That Brings Verifiable-Reward RL to Latent Reasoning ModelsJul 25, 2026·2 min03MultiMDM: A Diffusion Language Model That Generates Text in a Few StepsJul 25, 2026·2 min04NLI Hypergraph vs. LLM Judge: A New Way to Audit AI Reasoning Without a Reference AnswerJul 25, 2026·2 min05Adaptive Capitulation in LLMs: How Chatbots Give In to Vulnerable Users (Study)Jul 25, 2026·2 min
Small Qwen Language Models Ignore Instructions but Look Accurate on Benchmarks
Creative·arXiv cs.CL

Small Qwen Language Models Ignore Instructions but Look Accurate on Benchmarks

Jul 25, 2026·2 min
Why Pure Transformers Can't Learn Structural Generalization: A Proof
Autonomous·arXiv cs.CL

Why Pure Transformers Can't Learn Structural Generalization: A Proof

Jul 25, 2026·2 min
Hypernetworks Instead of LoRA: Scaling Laws for Knowledge Injection into LLMs
Creative·arXiv cs.CL

Hypernetworks Instead of LoRA: Scaling Laws for Knowledge Injection into LLMs

Jul 25, 2026·2 min
SFT Fine-Tuning Narrows AI Behavior: arXiv Study on Diversity Collapse
LLM·arXiv cs.CL

SFT Fine-Tuning Narrows AI Behavior: arXiv Study on Diversity Collapse

Jul 25, 2026·2 min
CRA-Bench and CRA-Net: Catching Harm That Builds Up Over the Course of an LLM Conversation
LLM·arXiv cs.CL

CRA-Bench and CRA-Net: Catching Harm That Builds Up Over the Course of an LLM Conversation

A new framework, CRA, and a benchmark, CRA-Bench, aim to catch harm that builds up gradually from harmless messages in an LLM conversation rather than in a single…

Jul 25, 2026·2 min
Spectral-LSH: Up to 16× Prompt Compression Without Fine-Tuning to Speed Up LLM Inference
LLM·arXiv cs.AI

Spectral-LSH: Up to 16× Prompt Compression Without Fine-Tuning to Speed Up LLM Inference

The new Spectral-LSH method compresses long prompts 8–16× with no model fine-tuning: it hashes similar tokens into groups in attention's spectral space and…

Jul 25, 2026·2 min
AI Tutor "Scaffolding Collapse": New Method Keeps Socratic Dialogue Intact on Qwen3-8B
LLM·arXiv cs.AI

AI Tutor "Scaffolding Collapse": New Method Keeps Socratic Dialogue Intact on Qwen3-8B

Scaffold-Preserving Representation Alignment targets "scaffolding collapse" in AI tutors: on Qwen3-8B, the collapse rate fell to 32% and dialogues hold for more than nine turns.

Jul 25, 2026·2 min
AI Data Centers and Heat Overload US Power Grids: PJM Capacity Costs Jump 60%
Business·Bloomberg Tech

AI Data Centers and Heat Overload US Power Grids: PJM Capacity Costs Jump 60%

Jul 25, 2026·2 min
China vs. the US: How Each Protects Children From AI Companions, and Why Beijing's Approach Is Stricter
Ethics·Bloomberg Tech

China vs. the US: How Each Protects Children From AI Companions, and Why Beijing's Approach Is Stricter

Jul 25, 2026·2 min
Why a Successful AI Pilot Fails to Pay Off at Scale: The Topic of INFOSTART CIO CAMP 2026
Business·Habr AI

Why a Successful AI Pilot Fails to Pay Off at Scale: The Topic of INFOSTART CIO CAMP 2026

Jul 25, 2026·2 min
Timeweb Cloud: one in three documentation requests comes from AI agents, not humans
Autonomous·Habr AI

Timeweb Cloud: one in three documentation requests comes from AI agents, not humans

Jul 25, 2026·2 min
Vibe Coding All the Way to Production: A Google Play App Where AI Wrote 99.9% of the Code
Creative·Habr AI

Vibe Coding All the Way to Production: A Google Play App Where AI Wrote 99.9% of the Code

Jul 25, 2026·2 min
Mobileye: Founder Amnon Shashua to Step Down as CEO as Board Searches for Successor
Business

Mobileye: Founder Amnon Shashua to Step Down as CEO as Board Searches for Successor

Jul 25, 2026·2 min
GridAI: Drones from a Chinese Startup Fly Under the Forest Canopy Without GNSS or Heavy Compute
Autonomous

GridAI: Drones from a Chinese Startup Fly Under the Forest Canopy Without GNSS or Heavy Compute

Jul 25, 2026·3 min
Chinese Tech Companies Ride the Global AI Boom: Chip Exports Jump 96% to $177 Billion
Hardware

Chinese Tech Companies Ride the Global AI Boom: Chip Exports Jump 96% to $177 Billion

Jul 25, 2026·2 min
Google starts training Gemini 4 as Alphabet raises capex forecast to $205 billion
LLM·The Decoder

Google starts training Gemini 4 as Alphabet raises capex forecast to $205 billion

Alphabet raised its 2026 capex forecast to $205 billion and began training Gemini 4. AI and cloud demand is outrunning spending, and Google Cloud grew 82%.

Jul 25, 2026·2 min
DeepSeek Raised Its Registered Capital 65% in 2026, and Its Founder Says AGI Is the Only Goal
LLM·36Kr (36氪)

DeepSeek Raised Its Registered Capital 65% in 2026, and Its Founder Says AGI Is the Only Goal

DeepSeek's registered capital rose 65% in 2026 after two capital increases, and founder Liang Wenfeng told investors in a closed-door meeting that the path to AGI…

Jul 25, 2026·2 min