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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.

10,676Published articles
50+Verified primary sources
6Language editions (RU/EN/ES/PT/FR/AR)
Holomorphic Neural Networks With Singular Functions Beat All Methods on Laplace Benchmarks
Research·arXiv cs.LG

Holomorphic Neural Networks With Singular Functions Beat All Methods on Laplace Benchmarks

Oct 12, 2026·2 min
Cox Regression Learns From Truncated Data Orders of Magnitude Faster Than EM
Research

Cox Regression Learns From Truncated Data Orders of Magnitude Faster Than EM

Oct 12, 2026·2 min
CacheScope speeds up diffusion models by up to 3.57x and cuts LPIPS by 70%
Research

CacheScope speeds up diffusion models by up to 3.57x and cuts LPIPS by 70%

Oct 12, 2026·2 min
AI Error in Estimating Hidden Solar Generation Rises from 0.104 to 0.185 kW
Research

AI Error in Estimating Hidden Solar Generation Rises from 0.104 to 0.185 kW

Oct 12, 2026·2 min
CircuitTree assembles 39 HuBERT phoneme circuits into a syllable transcriber with 64.8% accuracy
Research·arXiv cs.LG

CircuitTree assembles 39 HuBERT phoneme circuits into a syllable transcriber with 64.8% accuracy

A new algorithm merges small HuBERT subnetworks into a single model. It recognizes open syllables with 64.8% accuracy, and 99.5% of the circuit components are…

Oct 12, 2026·2 min
ResonatorLM Taught to Read Memory by Token: Perplexity at 1024 Drops from 12.81 to 3.76
Research·arXiv cs.LG

ResonatorLM Taught to Read Memory by Token: Perplexity at 1024 Drops from 12.81 to 3.76

ResonatorLM's read phase now depends on the current token, at a cost of 0.2% more parameters. Trained on 256 tokens and tested on 1024, perplexity fell from 12.81…

Oct 12, 2026·2 min
Kairos: a byte-level model for all modalities converges on 440 bytes
Research·arXiv cs.LG

Kairos: a byte-level model for all modalities converges on 440 bytes

Kairos' author built a byte-level multimodal architecture with MoE and linear attention and checked that it trains at all: loss of about 10⁻³ on a single 440-byte…

Oct 12, 2026·2 min
Open LLMs Explain Satire More Cheaply Than Frontier Models, but Handle Australian Satire Worse Than American
Research·arXiv cs.CL

Open LLMs Explain Satire More Cheaply Than Frontier Models, but Handle Australian Satire Worse Than American

An arXiv pilot study: an "unreliable narrator" framing makes open models a workable, cheaper alternative to frontier systems for explaining satire. Australian texts…

Oct 12, 2026·2 min
Top themes
01COFFEQA Adds 8.77 EM on TriviaQA to Few-Shot Distillation Using CounterfactualsOct 12, 2026·2 min02MADS Trains Dialog Agents Not to Break: 1,095 Conversations, 66% With "Bad" ScenariosOct 12, 2026·2 min03U4RASD Takes 1st Place at KnowledgeGraphEval-2026: 94.06 micro-F1 on ArabicOct 12, 2026·2 min04AXLE Method Primes Annotators' Own Experience Before Hate Speech Labeling: 104 People, 1,040 RatingsOct 12, 2026·2 min05perturber: a service with 68 text perturbations tests LLM robustnessOct 12, 2026·2 min
GeopoliticalQA: bge-m3 Beats Commercial Embeddings on 5 525 Report-Based Questions
Research·arXiv cs.CL

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·arXiv cs.CL

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

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

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
CToM teaches LLMs to predict user replies and lifts accuracy to 79.6%
Research·arXiv cs.AI

CToM teaches LLMs to predict user replies and lifts accuracy to 79.6%

The new CToM method has a model write a draft, predict the user's reaction, and rewrite its answer. Math accuracy rose from 74.1% to 79.6%.

Oct 12, 2026·2 min
GeoSpatialBench Tests MLLMs on 28 Types of Spatial Relations Across Six Cities
Robotics·arXiv cs.AI

GeoSpatialBench Tests MLLMs on 28 Types of Spatial Relations Across Six Cities

Oct 12, 2026·2 min
RGR Protects LLMs from Skill Loss in Self-Distillation by Preserving Representation Geometry
Research·arXiv cs.AI

RGR Protects LLMs from Skill Loss in Self-Distillation by Preserving Representation Geometry

Oct 12, 2026·2 min
Researchers Propose a 3-Criterion Formula for Creativity and Test It on Chess and Picasso
Research·arXiv cs.AI

Researchers Propose a 3-Criterion Formula for Creativity and Test It on Chess and Picasso

Oct 12, 2026·2 min
Neural Networks Are More Modular Than Their Neurons Suggest: Three Levels of Testing
Research·arXiv cs.AI

Neural Networks Are More Modular Than Their Neurons Suggest: Three Levels of Testing

Oct 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

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

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

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