arXiv:2606.23094v2 Announce Type: replace Abstract: As AI systems become increasingly persistent and personalized, they make possible a class of…
Refusal Beyond a Single Direction: A Preliminary Comparison of Diff-in-Means and INLP
arXiv:2606.13720v2 Announce Type: replace Abstract: Arditi et al. (2024) has shown that refusal in safety fine-tuned chat models is mediated by a single…
Some hypotheses on how chatbots work in problem-solution-driven conversations: Large Language Models as confirmation of the Innovation Illusion
arXiv:2606.07722v5 Announce Type: replace Abstract: We discuss the nature of chatbots as conversation partners in problem-solving conversations. What can…
Salesforce Debuts Job-Ready Agentforce Agents and Long-Horizon Runtime
Salesforce on September 11, 2026, introduced a portfolio of job-ready Agentforce AI agents built for work across sales, service, commerce, employee…
EvoMaster: A Foundational Evolving Agent Framework for Agentic Science at Scale
arXiv:2604.17406v5 Announce Type: replace Abstract: The convergence of large language models and agents is catalyzing a new era of scientific discovery:…
Palantir Foundry and cuOpt drive NVIDIA supply chain allocation
NVIDIA is using Palantir Foundry and cuOpt to automate its hardware supply chain allocation decisions across global manufacturing sites. The company…
Learning to Think Like a Cartoon Captionist: Incongruity-Resolution Supervision for Multimodal Humor Understanding
arXiv:2604.15210v2 Announce Type: replace Abstract: Humor is one of the few cognitive tasks where getting the reasoning right matters as much as getting…
Replacing Your Sales Reps with AI Was Always a Risk. The EU Just Proved Why
Businesses that replaced their junior sales roles with AI agents have taken a real gamble, and the EU’s Article 50 just exposed why. Chatbots and voice…
A Lightweight Multi-Agent Framework for Automated Concrete Barrier Design
arXiv:2606.12040v3 Announce Type: replace Abstract: The design of reinforced concrete (RC) highway barriers is a safety-critical engineering task that…
AI News Brief Hourly Summary 2026-09-13 00h : 15 posts
15 posts published in the last hour 21:56AI News Brief Roundup: 2026-09-12 21:56AI News Brief Daily Summary 2026-09-12 21:32Rescaling Confidence: What Scale Design Reveals About LLM Metacognition 21:32VeriSim: A Configurable Framework for Stress-Testing Medical AI Under Patient Communication Noise 21:32TRUST-SQL:…
AI News Brief Roundup: 2026-09-12
AI News Brief: today roundup Researchers discovered that replacing standard 0–100 confidence scales with a 0–20 format significantly improves how accurately LLMs express uncertainty. Researchers introduced VeriSim, an open-source evaluation framework that stress-tests medical LLMs against realistic patient communication noise.…
AI News Brief Daily Summary 2026-09-12
200 posts published today 21:32Rescaling Confidence: What Scale Design Reveals About LLM Metacognition 21:32VeriSim: A Configurable Framework for Stress-Testing Medical AI Under Patient Communication Noise 21:32TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas 21:32How LLMs Follow Instructions: Skillful…
Rescaling Confidence: What Scale Design Reveals About LLM Metacognition
arXiv:2603.09309v3 Announce Type: replace Abstract: Verbalized confidence, in which LLMs report a numerical certainty score, is widely used to estimate…
VeriSim: A Configurable Framework for Stress-Testing Medical AI Under Patient Communication Noise
arXiv:2604.10441v2 Announce Type: replace Abstract: Medical large language models are typically evaluated on idealized patient cases that do not reflect…
TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas
arXiv:2603.16448v3 Announce Type: replace Abstract: Text-to-SQL parsing has achieved remarkable progress under the Full Schema Assumption. However, this…
How LLMs Follow Instructions: Skillful Coordination, Not a Universal Mechanism
arXiv:2604.06015v2 Announce Type: replace Abstract: Instruction tuning is commonly assumed to endow language models with a domain-general ability to…
5 Python Techniques for Efficient Resource Orchestration
This article explains 5 Python techniques for efficient resource orchestration and sticks to what’s stable today, 3.11 and later for the core techniques,…
An Agentic Evaluation Framework for AI-Generated Scientific Code in PETSc
arXiv:2603.15976v2 Announce Type: replace Abstract: While LLMs have accelerated scientific code generation, comprehensively evaluating generated code…