“Former OpenAI policy chief Miles Brundage, who has just founded a new nonprofit institute called AVERI that is advocating...”

“I built an evidence-first pipeline where: Content is generated only from a curated KB; Retrieval is chunk-level with reranking; Every important sentence has a clickable citation → click opens the source”

“Further details are in the original article (click to view).”

“Baichuan-M3...is not responsible for simply generating conclusions, but is trained to actively collect key information, build medical reasoning paths, and continuously suppress hallucinations during the reasoning process. ”

“X moves to block Grok image generation after UK, US, and global probes into non-consensual sexualised deepfakes involving real people.”

“This article discusses the development or use of a benchmark called MoReBench, designed to evaluate the moral reasoning capabilities of AI systems.”

“Approximately 89% of trials converged, supporting the theoretical prediction that transparency auditing acts as a contraction operator within the composite validation mapping.”

“By selectively flipping a fraction of samples from...”

“AI is not your 'smart friend'.”

“"AIは難関試験に受かるのに、なぜ平気で嘘をつくのか？"”

“Social cues improve perceived outcomes and experiences, promote reflective information behaviors, and reveal limits of current LLM-based search.”

“Article URL: https://github.com/firasd/vibesbench/blob/main/docs/ai-sycophancy-panic.md”

“The article quotes the source, Zenn LLM, and mentions the website codescene.com. It also uses the phrase "writing speed > understanding speed" to illustrate the core problem.”

“Sensor-only detection outperforms full fusion by 8.3 percentage points (93.08% vs. 84.79% F1-score), challenging the assumption that additional modalities invariably improve performance.”

“The proposed framework demonstrates the potential to streamline real estate transactions, strengthen stakeholder trust, and enable scalable, secure digital processes.”

“While models achieve high semantic similarity scores (BERTScore F1: 0.81-0.90), all our factuality metrics reveal alarmingly low performance (LLM-based statement-level precision: 4.38%-32.88%).”

“LVLDrive achieves superior performance compared to vision-only counterparts across scene understanding, metric spatial perception, and reliable driving decision-making.”

“CogRec leverages Soar as its core symbolic reasoning engine and leverages an LLM for knowledge initialization to populate its working memory with production rules.”

“The paper suggests a Cross-Agent Multimodal Provenance-Aware Defense Framework whereby all the prompts, either user-generated or produced by upstream agents, are sanitized and all the outputs generated by an LLM are verified independently before being sent to downstream nodes.”

“The paper focuses on Trustworthy Machine Learning under Distribution Shifts, aiming to expand AI's robustness, versatility, as well as its responsibility and reliability.”

“OLS can withstand up to $k \ll \sqrt{np}/\log n$ sample removals while remaining robust and achieving the same error rate.”

“The article likely presents a novel approach to verifying LLMs using formal methods.”

“The paper introduces "Trustworthy Variational Bayes (TVB), a method to recalibrate the UQ of broad classes of VB procedures... Our approach follows a bend-to-mend strategy: we intentionally misspecify the likelihood to correct VB's flawed UQ.”

“"The average user is going to take the first answer that's spit out, they don't know about knowledge cutoffs and they really shouldn't have to."”

“The paper highlights the transition from 'solver-centric' to 'data-centric' paradigms in scheduling, emphasizing the shift towards learning from experience and adapting to dynamic environments.”

“GRPO achieves higher performance than DPO in larger models, with the Qwen2.5-14B-Instruct model attaining the best results across all evaluation metrics.”

“DarkPatterns-LLM establishes the first standardized, multi-dimensional benchmark for manipulation detection in LLMs, offering actionable diagnostics toward more trustworthy AI systems.”

“HHEM reduces evaluation time from 8 hours to 10 minutes, while HHEM with non-fabrication checking achieves the highest accuracy (82.2%) and TPR (78.9%).”

“Space AI can accelerate humanity's capability to explore and operate in space, while translating advances in sensing, robotics, optimisation, and trustworthy AI into broad societal impact on Earth.”

“The most critical development of 2025 was the integration of automatic verification systems...into the AI training and inference loop.”

“The framework outperforms state-of-the-art methods in both predictive accuracy and interpretability.”

“The paper proposes two techniques for addressing this problem of statute prediction with explanations -- (i) AoS (Attention-over-Sentences) which uses attention over sentences in a case description to predict statutes relevant for it and (ii) LLMPrompt which prompts an LLM to predict as well as explain relevance of a certain statute.”

“When I think about designing an agent here, I’m less focused on responses and more on what components are actually required.”

“The paper reveals pronounced cross-model discrepancies, including low concept overlap and near-zero agreement in relational triples on many slides.”

“The context mentions bidirectional human-AI alignment in education.”

“The article's focus is on enforcing temporal constraints for LLM agents.”

“We introduce MediEval, a benchmark that links MIMIC-IV electronic health records (EHRs) to a unified knowledge base built from UMLS and other biomedical vocabularies.”

“The paper focuses on 'variationally correct operator learning: Reduced basis neural operator with a posteriori error estimation'.”

“The article's core focus is the software security comprehension of Large Language Models.”

“The article proposes a blockchain-monitored architecture.”

“Surprisingly, even the neutral set showed consistent tonal skew, suggesting that bias may stem from the model's underlying conversational style.”

“The article's context indicates it's a research paper from ArXiv, implying a focus on novel findings.”

“The paper demonstrates that some reasoning models are unable to compute even simple addition problems.”

“The research focuses on 'Measuring Mechanistic Multiplicity Across Training Runs'.”

“”

“The article's context revolves around defending LoRA models from backdoor attacks using a causal-guided detoxify method.”

“The research focuses on Bidirectional RAG, implying an improved flow of information and validation.”

“The article focuses on improving the accuracy and interpretability of AI-based diagnosis in medical imaging.”

“The paper focuses on 'Faithful and Stable Neuron Explanations'.”

“XAgen is an explainability tool for identifying and correcting failures in multi-agent workflows.”