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ECoM Reasoning: Compressed Reasoning Speeds Up Voice Models on Spoken Math
LLM·arXiv cs.CL

ECoM Reasoning: Compressed Reasoning Speeds Up Voice Models on Spoken Math

Jul 25, 2026·2 min
Can Transformers Select a Model? An arXiv Bayesian Test at 2.8M Parameters
Research

Can Transformers Select a Model? An arXiv Bayesian Test at 2.8M Parameters

Jul 25, 2026·2 min
emb-diversity: An Embedding-Based Tool for Measuring Data Diversity
Research

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·arXiv cs.CL

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

Researchers have introduced D2VBench, a benchmark of 10,000 everyday dilemmas and 158 value concepts that tests how language models resolve conflicts between values.

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

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

A new self-supervised method built on T5, Sentence Splitter, divides a sentence into a descriptive part and a fact, improving knowledge graph completion and…

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
Top themes
01Rubric4Setwise: Evaluating Whole Document Sets for RAG Instead of Ranking by RelevanceJul 25, 2026·2 min02Neural Network Pinpoints a Speaker's Origin from Their Arabic Dialect to Within 481 kmJul 25, 2026·2 min03HIPE-2026: How to Extract Person-Place Relations from Historical Newspapers Without Neural NetworksJul 25, 2026·2 min04SLPO: A Method That Brings Verifiable-Reward RL to Latent Reasoning ModelsJul 25, 2026·2 min05MultiMDM: A Diffusion Language Model That Generates Text in a Few StepsJul 25, 2026·2 min
NLI Hypergraph vs. LLM Judge: A New Way to Audit AI Reasoning Without a Reference Answer
Medicine·arXiv cs.CL

NLI Hypergraph vs. LLM Judge: A New Way to Audit AI Reasoning Without a Reference Answer

Jul 25, 2026·2 min
Adaptive Capitulation in LLMs: How Chatbots Give In to Vulnerable Users (Study)
Creative·arXiv cs.CL

Adaptive 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

A hypernetwork is trained to generate a LoRA adapter that loads facts into a language model. The authors derive scaling laws for this approach for the first time…

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

Standard SFT fine-tuning makes language models more accurate at games but quietly strips away the variety of their moves. A new arXiv study explains why and…

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 request.

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

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

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

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

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·36Kr (36氪)

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

Chinese startup GridAI unveiled an "intelligent brain" for drones. It trains on dozens of images instead of tens of thousands and lets drones fly under the forest…

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

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

China's integrated circuit exports nearly doubled to $177.3 billion in the first half of 2026 as its tech companies turn the global AI boom into higher shipments.

Jul 25, 2026·2 min