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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

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

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

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

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

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

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

Oct 12, 2026·2 min
COFFEQA Adds 8.77 EM on TriviaQA to Few-Shot Distillation Using Counterfactuals
Research·arXiv cs.CL

COFFEQA Adds 8.77 EM on TriviaQA to Few-Shot Distillation Using Counterfactuals

COFFEQA pairs hard examples with counterfactuals. On TriviaQA with 32 pairs, it beats baseline distillation for T5 by 8.77 EM and 9.98 F1.

Oct 12, 2026·2 min
MADS Trains Dialog Agents Not to Break: 1,095 Conversations, 66% With "Bad" Scenarios
Research·arXiv cs.CL

MADS Trains Dialog Agents Not to Break: 1,095 Conversations, 66% With "Bad" Scenarios

MADS generates synthetic dialogs with toxic and unconstructive users. The benchmark covers 6 domains, 55 personas, 1095 conversations, and 66% of scenarios carry a…

Oct 12, 2026·2 min
U4RASD Takes 1st Place at KnowledgeGraphEval-2026: 94.06 micro-F1 on Arabic
Research·arXiv cs.CL

U4RASD Takes 1st Place at KnowledgeGraphEval-2026: 94.06 micro-F1 on Arabic

An ensemble of Yehia, Qwen3.5 and an encoder with typed markers won the Arabic relation extraction subtask: micro-F1 of 94.06 across 40 relation types.

Oct 12, 2026·2 min
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

AXLE, a new pre-annotation step, asks annotators to describe personal experience before rating toxic text. In a test with 104 people, agreement dropped and label…

Oct 12, 2026·2 min
Top themes
01perturber: a service with 68 text perturbations tests LLM robustnessOct 12, 2026·2 min02GeopoliticalQA: bge-m3 Beats Commercial Embeddings on 5 525 Report-Based QuestionsOct 12, 2026·2 min03Qwen Picks What to Remember: Replay From a Frozen Model Reduces ForgettingOct 12, 2026·3 min04CLUE Builds an Event Ontology Without Experts in Three Steps: Embeddings, Clusters, NamesOct 12, 2026·2 min05AutoIndexer Teaches a Language Model to Edit Its Own Output with Three Types of EditsOct 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

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

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%

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

RGR monitors the geometry of hidden representations and reduces skill degradation in on-policy LLM self-distillation. The code is on GitHub, and the method works…

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

An arXiv paper proposes a formal definition of creativity built on novelty, value and surprise, and tests it on chess moves and paintings.

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

A new arXiv paper proposes three nested levels of modularity and finds that networks without neuron-level modules often have clear functional modules in subspaces.

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·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

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

arXiv paper finds five flaws in XAI faithfulness metrics

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

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

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

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

Maas Group shares have fallen five days in a row. After Firmus Grid's IPO collapsed and Jefferies downgraded the stock, the company lost more than A$1 billion in…

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

Printed circuit board maker Suzhou Dongshan Precision has begun gauging demand for a Hong Kong listing that could raise $2 to $3 billion. The deal is still at an…

Oct 12, 2026·2 min