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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.

10,208Published articles
50+Verified primary sources
6Language editions (RU/EN/ES/PT/FR/AR)
AXLE Method Primes Annotators' Own Experience Before Hate Speech Labeling: 104 People, 1,040 Ratings
Research·arXiv cs.CL

AXLE Method Primes Annotators' Own Experience Before Hate Speech Labeling: 104 People, 1,040 Ratings

Oct 12, 2026·2 min
perturber: a service with 68 text perturbations tests LLM robustness
Research

perturber: a service with 68 text perturbations tests LLM robustness

Oct 12, 2026·2 min
GeopoliticalQA: bge-m3 Beats Commercial Embeddings on 5 525 Report-Based Questions
Research

GeopoliticalQA: bge-m3 Beats Commercial Embeddings on 5 525 Report-Based Questions

Oct 12, 2026·2 min
Qwen Picks What to Remember: Replay From a Frozen Model Reduces Forgetting
Research

Qwen Picks What to Remember: Replay From a Frozen Model Reduces Forgetting

Oct 12, 2026·3 min
CLUE Builds an Event Ontology Without Experts in Three Steps: Embeddings, Clusters, Names
Research·arXiv cs.CL

CLUE Builds an Event Ontology Without Experts in Three Steps: Embeddings, Clusters, Names

The CLUE framework combines verbal and semantic views of an event, clusters events with a contrastive loss, and names the types itself. The code is already open on…

Oct 12, 2026·2 min
AutoIndexer Teaches a Language Model to Edit Its Own Output with Three Types of Edits
Research·arXiv cs.CL

AutoIndexer Teaches a Language Model to Edit Its Own Output with Three Types of Edits

AutoIndexer simulates a chain of edits: the model moves a cursor, inserts, replaces and deletes tokens in already generated text, and does not lose quality on…

Oct 12, 2026·2 min
OGPO Teaches VLA Models to Get Back on Track After a Failure, Without Online Fine-Tuning
Robotics·arXiv cs.AI

OGPO Teaches VLA Models to Get Back on Track After a Failure, Without Online Fine-Tuning

OGPO shifts VLA post-training from copying actions to reaching key task states. The method was tested on LIBERO, MetaWorld and the new LIBERO-ReAct benchmark.

Oct 12, 2026·2 min
Seq-Drifting Generates Text in a Single Pass: Perplexity of 36.01 on LM1B
Research·arXiv cs.AI

Seq-Drifting Generates Text in a Single Pass: Perplexity of 36.01 on LM1B

Researchers propose Seq-Drifting: a model turns Gaussian noise into text in a single forward pass and reaches a generative perplexity of 36.01 on the LM1B dataset.

Oct 12, 2026·2 min
Top themes
01CToM teaches LLMs to predict user replies and lifts accuracy to 79.6%Oct 12, 2026·2 min02GeoSpatialBench Tests MLLMs on 28 Types of Spatial Relations Across Six CitiesOct 12, 2026·2 min03RGR Protects LLMs from Skill Loss in Self-Distillation by Preserving Representation GeometryOct 12, 2026·2 min04Researchers Propose a 3-Criterion Formula for Creativity and Test It on Chess and PicassoOct 12, 2026·2 min05Neural Networks Are More Modular Than Their Neurons Suggest: Three Levels of TestingOct 12, 2026·2 min
New Method Aligns Encoders With 100–500 Pairs Instead of Millions
Research·arXiv cs.AI

New Method Aligns Encoders With 100–500 Pairs Instead of Millions

Oct 12, 2026·2 min
LLM Pipeline Turns Datasheets into Knowledge Graphs with 98.8% Accuracy
Hardware·arXiv cs.AI

LLM Pipeline Turns Datasheets into Knowledge Graphs with 98.8% Accuracy

Oct 12, 2026·2 min
EvoSyn: Multi-Agent Data Synthesis Lifts Task Success by 13.3 Points
Research·arXiv cs.AI

EvoSyn: Multi-Agent Data Synthesis Lifts Task Success by 13.3 Points

Oct 12, 2026·2 min
EliteTable Makes LLMs Evolve Controller Code: Gains in 6 of 6 Tasks
LLM·arXiv cs.AI

EliteTable Makes LLMs Evolve Controller Code: Gains in 6 of 6 Tasks

Oct 12, 2026·2 min
MCTS Loses to Random Restarts by 2.88% in DAG Scheduling at Equal Budget
Research·arXiv cs.AI

MCTS Loses to Random Restarts by 2.88% in DAG Scheduling at Equal Budget

The authors gave MCTS and a simple list scheduler with restarts 2048 schedules each on DAG tasks. The search tree came out 2.88% worse than random restarts.

Oct 12, 2026·2 min
arXiv paper finds five flaws in XAI faithfulness metrics
Research·arXiv cs.AI

arXiv paper finds five flaws in XAI faithfulness metrics

An arXiv position paper says a decade of XAI has not raised trust in models, and faithfulness metrics have five systemic flaws. The authors propose four research…

Oct 12, 2026·2 min
DBS CEO Tan Su Shan: Market Is Repricing the Risks of Financing the AI Buildout
Business·Bloomberg Tech

DBS CEO Tan Su Shan: Market Is Repricing the Risks of Financing the AI Buildout

DBS CEO Tan Su Shan told Bloomberg the market is repricing the risks of AI investment, and that financing could get stricter.

Oct 12, 2026·2 min
Bain Capital's Bridge Data Centres Seeks to Raise Its Loan to $6.6 Billion
Business·Bloomberg Tech

Bain Capital's Bridge Data Centres Seeks to Raise Its Loan to $6.6 Billion

Oct 12, 2026·2 min
Firmus Grid IPO Failure Wipes More Than $699 Million Off Maas Group's Market Value
Business·Bloomberg Tech

Firmus Grid IPO Failure Wipes More Than $699 Million Off Maas Group's Market Value

Oct 12, 2026·2 min
Dongshan Precision Prepares $2–3 Billion Hong Kong Listing
Business·Bloomberg Tech

Dongshan Precision Prepares $2–3 Billion Hong Kong Listing

Oct 12, 2026·2 min
Zebra3D speeds up 3D reconstruction by up to 7.1× on 1024 frames without training from scratch
Robotics·arXiv cs.CV

Zebra3D speeds up 3D reconstruction by up to 7.1× on 1024 frames without training from scratch

Oct 12, 2026·2 min
SynAct Teaches LLM Agents to Ask for Help Where It Changes the Outcome: +11.7 pp
LLM·arXiv cs.LG

SynAct Teaches LLM Agents to Ask for Help Where It Changes the Outcome: +11.7 pp

Oct 12, 2026·2 min
STAPLE adds billions of parameters to OLMo-2 and decodes twice as fast as MoE
Research

STAPLE adds billions of parameters to OLMo-2 and decodes twice as fast as MoE

Oct 12, 2026·2 min
MisVisAgentBench: Misleading Charts Cut Web Agent Success by 34 Percentage Points
Research

MisVisAgentBench: Misleading Charts Cut Web Agent Success by 34 Percentage Points

Oct 12, 2026·2 min
Conversational Model Benchmark: GPT Realtime and Gemini Respond at Almost Every Pause
Research

Conversational Model Benchmark: GPT Realtime and Gemini Respond at Almost Every Pause

Oct 12, 2026·2 min
Linear Head on Qwen3-VL Beats GPT-4o at Scoring Answers Without Human Labels
Research·arXiv cs.CL

Linear Head on Qwen3-VL Beats GPT-4o at Scoring Answers Without Human Labels

A vision-language reward model with no human labels: a few thousand parameters on a frozen Qwen3-VL 32B beat GPT-4o on VL-RewardBench by 6.6 points.

Oct 12, 2026·2 min
GEPA Lifts a Deep-Research Agent's Reward from 0.702 to 0.781 on Unseen Topics
Research·arXiv cs.CL

GEPA Lifts a Deep-Research Agent's Reward from 0.702 to 0.781 on Unseen Topics

GEPA prompt evolution raised the citation reward on held-out topics by 0.079. Nearly half of the winning prompt is an answer key, but memorization is not what…

Oct 12, 2026·2 min