“Confer is designed to look and feel like ChatGPT or Claude, but your conversations can't be used for training or advertising.”

“This article highlights Starlink's updated terms of service, which now permits the use of user data for AI model training.”

“The AI partnerships allow companies to access the org's content, like Wikipedia, at scale.”

“This is a pivotal step for the non-profit institution in monetizing technology companies' reliance on its content.”

“”

“It doesn't just retrieve chunks; it compresses relevant information into "Memory Tokens" in the latent space.”

“Customers can deploy them together in a rack called the Vera Rubin NVL72 that Nvidia says ships with 220 trillion transistors, more […]”

“Assuming the article argues that AI 'slop' originates from human input: "The garbage in, garbage out principle applies directly to AI training."”

“A change in Google's search algorithms last year to prioritise helpful content from discussion forums appears to have been a significant driver.”

“Maybe it’s time to change CAPTCHA’s bus-bicycle-car images to AI-generated ones and let humans determine generic content (for now we can do this). Can this help with: 1. Stopping AI from accessing websites? 2. Creating a model for AI detection?”

“Dream2Flow converts imagined motion into 3D object trajectories. Robots then follow those 3D paths to perform real manipulation tasks, even without task-specific training.”

“Trained for roughly 22hrs. 12800 classes(including LoRA), knowledge cutoff date is around 2024-06(sry the dataset to train this is really old). Not perfect but probably useable.”

“NextToken is a dedicated AI agent that understands the context of machine learning projects, and helps you with the tedious parts of these workflows.”

“The article begins by stating it's a follow-up on the 'AI Investment System Construction' series and references previous posts on time-series data learning. It then announces the focus on re-training methods and automation.”

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

“Edit3r directly predicts instruction-aligned 3D edits, enabling fast and photorealistic rendering without optimization or pose estimation.”

“The SALT3-UV model shows a significant improvement in the UV down to 2000Å, with over a threefold improvement in model uncertainty.”

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

“ROME demonstrates strong performance across benchmarks like SWE-bench Verified and Terminal Bench, proving the effectiveness of the ALE infrastructure.”

“Models that anticoncentrate are not trainable on average.”

“The proposed method applies SSL comprehensively for both the architecture search and model pretraining processes.”

“Youtu-LLM sets a new state-of-the-art for sub-2B LLMs...demonstrating that lightweight models can possess strong intrinsic agentic capabilities.”

“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.”

“CF-VLA improves trajectory accuracy by up to 17.6%, enhances safety metrics by 20.5%, and exhibits adaptive thinking: it only enables counterfactual reasoning in challenging scenarios.”

“The paper formulates a unified taxonomy for pre-training paradigms, ranging from single-modality baselines to sophisticated unified frameworks.”

“DGC achieves background-tissue separation (mean IoU 0.925) and demonstrates unsupervised disease detection through navigable semantic granularity.”

“HyperGRL delivers superior representation quality and generalization across diverse graph structures, achieving average improvements of 1.49%, 0.86%, and 0.74% over the strongest existing methods, respectively.”

“The core of the research likely focuses on how to effectively integrate zero-trust principles with federated learning and agentic systems to create a secure and resilient IIoT defense.”

“ThinkGen employs a decoupled architecture comprising a pretrained MLLM and a Diffusion Transformer (DiT), wherein the MLLM generates tailored instructions based on user intent, and DiT produces high-quality images guided by these instructions.”

“The extreme constraints nerd-sniped me and forced interesting trade-offs: trigram hashing (typo-tolerant, loses word order), 16-bit integer math, and some careful massaging of the training data meant I could keep the examples 'interesting'.”

“”

“The Dense Gradient admits a closed-form logit-level formula, enabling efficient GPU implementation.”

“The authors propose constraining the RL objective to a dynamically-pruned ``safe'' vocabulary that excludes the extreme tail.”

“TabiBERT attains 77.58 on TabiBench, outperforming BERTurk by 1.62 points and establishing state-of-the-art on five of eight categories.”

“PLaMo 3 NICT 31B Base is a 31B model pre-trained on English and Japanese datasets, developed by Preferred Networks, Inc. collaborative with National Institute of Information and Communications Technology, NICT.”

“NitroGen is trained on 40,000 hours of gameplay across more than 1,000 games and comes with an open dataset, a universal simulator”

“The paper demonstrates a state-of-the-art balance between identity removal, attribute preservation, and image quality.”

“JavisGPT outperforms existing MLLMs, particularly in complex and temporally synchronized settings.”

“NVIDIA's large deal with Groq and new releases by Z.ai and Minimax.”

“Liquid AI has introduced LFM2-2.6B-Exp, an experimental checkpoint of its LFM2-2.6B language model that is trained with pure reinforcement learning on top of the existing LFM2 stack.”

“FoldAct explicitly addresses challenges through three key innovations: separated loss computation, full context consistency loss, and selective segment training.”

“So I’ve been hearing that most of your job as an ML engineer isn't model building but rather data cleaning, feature pipelines, deployment, monitoring, maintenance, etc.”

“So I’ve been hearing that most of your job as an ML engineer isn't model building but rather data cleaning, feature pipelines, deployment, monitoring, maintenance, etc.”

“CritiFusion consistently boosts performance on human preference scores and aesthetic evaluations, achieving results on par with state-of-the-art reward optimization approaches.”

“The FinPercep-RM model provides a global quality score and a Perceptual Degradation Map that spatially localizes and quantifies local defects.”

“The caching strategy is model-agnostic and can be applied to other off-the-shelf multi-view networks without retraining.”

“TimePerceiver is a unified encoder-decoder forecasting framework that is tightly aligned with an effective training strategy.”

“I'm actually surprised for a first attempt.”

“The paper's core contribution is the collaborative optimization of imbalanced learning and model training through the integration of density and confidence factors, a noise-resistant weight update mechanism, and a dynamic sampling strategy.”

“Mify-Coder achieves comparable accuracy and safety while significantly outperforming much larger baseline models on standard coding and function-calling benchmarks.”