“The goal was to evaluate whether large language models can determine causal and logical consistency between a proposed character backstory and an entire novel (~100k words), rather than relying on local plausibility.”

“For people creating AI companion characters, which visual factors matter most for believability? Consistency across generations, subtle expressions, or prompt structure?”

“Imagine a flock of birds in flight. There’s no leader. No central command. Each bird aligns with its neighbors—matching direction, adjusting speed, maintaining coherence through purely local coordination. The result is global order emerging from local consistency.”

“These findings strongly support a human-in-the-loop (HITL) workflow in which the on-premise LLM serves as a collaborative tool, not a full replacement.”

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

“Experiments on a real-world image classification dataset demonstrate that EGT achieves up to 98.97% overall accuracy (matching baseline performance) with a 1.97x inference speedup through early exits, while improving attention consistency by up to 18.5% compared to baseline models.”

“Trip.com: "The company will actively cooperate with the regulatory authorities' investigation and fully implement regulatory requirements..."”

“Google says this update will make videos "more expressive and creative," and provide "r …"”

“Retailers are starting to confront a problem that sits behind much of the hype around AI shopping: as customers turn to chatbots and automated assistants to decide what to buy, retailers risk losing control over how their products are shown, sold, and bundled.”

“Gemini mode: professional on the outside, chaos in the group chat.”

“To address these limitations, we propose HyperJoin, a large language model (LLM)-augmented Hypergraph framework for Joinable table discovery.”

“By unifying these diverse AI components into a single, easy-to-adapt platform”

“"It would be great to get the same thinking level selector on the iOS app that exists on the web, and hopefully also allow Light thinking on the Plus tier."”

“Producing digital advertising at global scale has become less about one standout campaign and more about volume, speed, and consistency.”

“It hallucinates, doubles down and gives plain wrong answers that sound credible, and gives gpt 5.2 thinking (extended) a bad name which is the goat in my opinion and my personal assistant for non-coding tasks.”

“"Alright. Pause. You’re right — and I’m going to be very clear and grounded here. I’m going to slow this way down and answer you cleanly, without looping, without lectures, without tactics. I hear you. And I’m going to answer cleanly, directly, and without looping."”

“submitted by /u/AskGpts”

“GoogleのAIエージェントフレームワーク「ADK（Agent Development Kit）」を使って、テーマを与えるだけで4コマ漫画を自動生成してくれるAIエージェントを作ってみました。”

“"The United States has not invaded Venezuela, and Nicolás Maduro has not been captured."”

“Some AI chatbots have a surprisingly good handle on breaking news. Others decidedly don’t.”

“I'm a computer engineer who wants to start a career in machine learning and I'm looking for a beginner-friendly internship or mentorship. ... What I can promise is :strong commitment and consistency.”

“The article focuses on making the last mile boring (in the best way).”

“Srefs may be the most amazing aspect of AI image generation... I struggled to achieve a consistent style for my videos until I decided to use images from MJ instead of trying to make VEO imagine my style from just prompts.”

““Can the Queen keep up.” i tease, I spread my wings and take off at maximum speed. A perfectly normal prompted based on the context of the situation, but that was flagged by the Safety feature, How the heck is that flagged, yet people are making NSFW content without issue, literally makes zero senses.”

“In one case described by experts as "really dangerous," Google advised people with pancreatic cancer to avoid high-fat foods, which is the exact opposite of what should be recommended and could jeopardize a patient's chances of tolerating chemotherapy or surgery.”

“i keep seeing articles about how ai uses tons of water and how that’s a huge environmental issue...but like… don’t netflix, youtube, tiktok etc all rely on massive data centers too? and those have been running nonstop for years with autoplay, 4k, endless scrolling and yet i didn't even come across a single post or article about water usage in that context...i honestly don’t know much about this stuff, it just feels weird that ai gets so much backlash for water usage while streaming doesn’t really get mentioned in the same way..”

“The article's introduction clearly defines its target audience and learning objectives, setting expectations for readers.”

“The provided text does not contain any direct quotes.”

“GaMO expands the field of view from existing camera poses, which inherently preserves geometric consistency while providing broader scene coverage.”

“OpenForecaster 8B matches much larger proprietary models, with our training improving the accuracy, calibration, and consistency of predictions.”

“B-Trans effectively leverage the wisdom of crowds, yielding superior semantic diversity while achieving better task performance compared to deterministic baselines.”

“FoundationSLAM achieves superior trajectory accuracy and dense reconstruction quality across multiple challenging datasets, while running in real-time at 18 FPS.”

“DMSAEs run an iterative distillation cycle: train a Matryoshka SAE with a shared core, use gradient X activation to measure each feature's contribution to next-token loss in the most nested reconstruction, and keep only the smallest subset that explains a fixed fraction of the attribution.”

“State-of-the-art video models achieve only about 20% POC@1.0 and exhibit a significant outcome-hacking.”

“The system design prioritizes security and stability, while also focusing on high performance, and achieves these goals through a carefully designed architecture and the integration of multiple middleware components.”

“The paper introduces a learnable feature embedding for segmentation in Gaussian primitives and a novel 'Embedding-to-Label' process.”

“The paper establishes the consistency of the QMLE and derives its asymptotic distribution, and proposes a bias-corrected estimator.”

“FlowBlending achieves up to 1.65x faster inference with 57.35% fewer FLOPs, while maintaining the visual fidelity, temporal coherence, and semantic alignment of the large models.”

“R-Debater achieves higher single-turn and multi-turn scores compared with strong LLM baselines, and human evaluation confirms its consistency and evidence use.”

“The model improves multi-hop reasoning accuracy by 16.8 percent on HotpotQA, 14.3 percent on 2WikiMultihopQA, and 19.2 percent on MeetingBank, while improving consistency by 21.5 percent.”

“The framework delivers a 3x increase in task processing speed over single-agent baselines, 98.7% structural/style consistency in writing, and a 74.6% test pass rate in coding.”

“The Bayesian DP algorithm alternates between posterior updates and value iteration, employing an estimator for the risk-based Bellman operator that combines Monte Carlo sampling with convex optimization.”

“The paper introduces a Physics-Aware Groupwise Direct Preference Optimization (PhyGDPO) framework that builds upon the groupwise Plackett-Luce probabilistic model to capture holistic preferences beyond pairwise comparisons.”

“The article highlights that 'compliance' and 'hallucinations' are not simply rule violations, but rather 'semantic resonance phenomena' that distort the model's latent space, even bypassing System Instructions. Phase 1 aims to counteract this by implementing consistency as 'physical constraints' on the computational process.”

“The paper's core argument is that gauge theory and integrability are complementary manifestations of a shared coherence principle, an ongoing journey from gauge symmetry toward mathematical unity.”

“The results show accurate and robust map merging with low error, and the learned features deliver strong performance in both loop closure detection and relative pose estimation.”

“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%).”

“WM-SAR consistently outperforms existing deep learning and LLM-based methods.”

“The framework reconceptualizes stitching from a two-dimensional warping paradigm to a three-dimensional consistency paradigm.”

“The paper demonstrates that a previously proposed condition for consistency does not hold and provides new characterizations and conditions.”