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Search: “llm”

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Safety

K2-V2: A 360-Open, Reasoning-Enhanced LLM

DGX agent

arXiv:2512.06201v3 Announce Type: replace Abstract: We introduce K2-V2, a 360-open LLM built from scratch as a superior base for reasoning adaptation, in addition to functions such as conversation and

safetyarxiv-cs-lg

21 Sept 2026

Applications

Search: “llm”

K2-V2: A 360-Open, Reasoning-Enhanced LLM

lots of them! Reality is that LLM APIs are far from being the best way to do AI for 90% of use cases in the real world (they're too overkill…

We tested Jev against LLM judges on accuracy, repeatability, latency, and cost to see whether System One models could offer a new approach t…

A Simulation Platform for AUV Fault Recovery: Exploring LLM-Based Diagnostic Strategies

Automated Membership Inference Attacks (AutoMIA): Discovering MIA Signal Computations using LLM Agents

Characterizing Web Search by Conversational LLM Agents: From Search Decisions and Strategies to Results and Responses

Chronicle: Cut-Point Replay for Regression Testing of LLM Agents

Closed-World Resolution Against Tool Hallucination in LLM Agents

Dual-Axis Policy Optimization for LLM Agents: Bayesian Feedback Attribution and Trajectory Mass Normalization

Evolution or Illusion? Rethinking Evaluation in LLM Evolutionary Search

MAS-Shield: A Defense Framework for Secure and Efficient LLM MAS

QUATRO: Query-Adaptive Trust Region Policy Optimization for LLM Fine-tuning

Anthropic and other researchers detail how thousands of people were catfished by dating scam apps using LLM-generated replies from Claude and other models (Yael Grauer/The Verge)

ASPIRE: Asynchronous Batched Self-Speculative Decoding for Long-Context LLM Inference

Beyond Truncation: Rethinking LLM Decoding as Ensemble Pruning

CERA-MoA: Co-Evolving Routing Mechanisms with Continually Learning LLM Agents

KaozKit: sandboxed LLM agents in JS, fully on-device on Apple Silicon (MLX / Apple Intelligence / Ollama), MIT

LangSelect: Cost-Aware Target-Language Routing for LLM Code Generation

Safety-Flag: A Unified Benchmark for the Reliability and Calibration of LLM Content Moderators

Understanding LLM Failures: A Multi-Tape Turing Machine Analysis of Systematic Errors in Language Model Reasoning

AquiLLM: Evaluating Faithfulness in Open-Weight RAG-LLM Systems for Scientific Research

Banger paper from Google Research. This one is on how LLM assistants reason about the people in a user's life. People ask assistants for soc…

Verifiable Social Reasoning for LLM Assistants

World Model Science: Self-Organized Criticality, Weak Chaos, and Metastable Belief Dynamics in Long-Horizon LLM Agents

Carbon-Aware Routing for Function Calling in Edge-Cloud LLM Systems

CIDERS: Cloud-Edge LLM Collaborative Learning via Accelerating Personalized Bilevel Optimization

Inter-Rater Reliability of LLM and Rule-Based Annotation for Inferential Narrative Features: Three Studies on a Turkish Corpus

MoARa: Module-Aware Rank Allocation and Structure-Preserving Decomposition for Low-Rank LLM Pre-training

PolicyMem: Geometric Policy Memory for LLM Governance

Safety as a Constraint: Fine-Tuning a LLM Recommender to Explain Itself

STHMoE: Hypergraph-Enhanced Heterogeneous Dependency Coordination for LLM-Based Urban Traffic Data Forecasting

Thinking beyond the anthropomorphic paradigm benefits LLM research

AsyncFlow: An Asynchronous Streaming RL Framework for Efficient LLM Post-Training

Behavior Quotient Learning for Low-Rank Adaptation of LLM Agents

Deel handles compliance, payroll, and HR questions across 150+ countries. Instead of searching for the answer through an external LLM each t…

Is Multilingual LLM Watermarking Truly Multilingual? Scaling Robustness to 100+ Languages via Back-Translation

Look Before You Leap: Pre-Action Verification for LLM Agents

What Drives Recovery in Agentic Text-to-Cypher? LAST-CQ: An LLM Agent Self-Refinement Framework

I must be among an extremely small group of people (n=1?) that have both 1) trained a frontier LLM and 2) designed and synthesized custom vi…

Agentic Share-of-Search: A Multi-Agent AI System for Competitive Decision-Making in LLM-Mediated E-Commerce

Ecdysis: Efficient and Effective Training of Runtime Harnesses for LLM Agents

SemVerBench: Benchmarking LLM Comprehension of Version-Constraint Resolution Semantics

Evaluating LLM-Simulated Conversations in Modeling Inconsistent and Uncollaborative Behaviors in Human Social Interaction

MIT launches the LLM Election Observatory, a dashboard tracking how nearly a dozen AI models tailor responses to political queries during the 2026 US midterms (Tiffany Hsu/New York Times)

Rethinking Verbalized Confidence for LLM-as-a-Judge: A Compatibility Shift on Post-2025 Proprietary Models

A Layered Analysis of Disagreement And Answer Quality in Multi-Agent LLM Debate

CTC-TTS: LLM-based dual-streaming text-to-speech with CTC alignment

Do Dynamic Routers Need Memory? HeRo: History-Aware Routing for Efficient LLM Inference