“Llama-3.2-1B-4bit → 464 tok/s”

“Most interestingly, ChatGPT Translate can rewrite the output to take various contexts and tones into account, much in the same way that more general text-generating AI tools can do.”

“"Genuine Stupidity indeed."”

““my cat sat on my laptop, came back to this message, how the hell is this trying to jailbreak the AI? it's literally just a cat sitting on a laptop and the AI accuses the cat of being a hacker i guess. it won't listen to me otherwise, it thinks i try to hack it for some reason””

“FlakeStorm takes a "golden prompt" (known good input) and generates semantic mutations across 8 categories: Paraphrase, Noise, Tone Shift, Prompt Injection.”

“Our algorithm enables off-the-shelf cross-modal systems trained on 2D visual inputs to adapt online to object occlusions and differentiate features.”

“The paper computes operator entanglement in closed form and shows that, for Haar-uniform product inputs, their entangling power is fully determined by the latter.”

“RLMs successfully handle inputs up to two orders of magnitude beyond model context windows and, even for shorter prompts, dramatically outperform the quality of base LLMs and common long-context scaffolds.”

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

“The paper proposes a method that trains a neural network to predict the minimum distance between the robot and obstacles using latent vectors as inputs. The learned distance gradient is then used to calculate the direction of movement in the latent space to move the robot away from obstacles.”

“This intrinsic meron spin texture, unlike their externally engineered counterparts, exhibits exceptional robustness against a wide range of inputs, including partially polarized and spatially disordered pupils corrupted by decoherence and depolarization.”

“Out-of-distribution prompts can manipulate the routing strategy such that all tokens are consistently routed to the same set of top-$k$ experts, which creates computational bottlenecks.”

“The paper demonstrates consistently high attack success rates with minimal perceptual distortion, revealing a critical and previously underexplored attack surface at the encoder level of multimodal systems.”

“The Infini-attention model achieves up to 31% higher accuracy than the baseline at a 16,384-token context.”

“The results show that attention-based adversarial examples lead to measurable drops in evaluation performance while remaining semantically similar to the original inputs.”

“Online methods can achieve an average success rate of 45/19/77% with just a few thousand queries over three tasks where static methods from existing multi-turn conversation benchmarks find few or even no failure cases.”

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“The distilled model matches the visual quality of full-step, bidirectional baselines with 20x less inference cost and latency.”

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“The paper gives finite-sample uniform convergence bounds for accuracy and calibration functionals of VLM-induced classifiers under Lipschitz stability with respect to prompt embeddings.”

“SID analyzes inputs using a structured analysis stage that separates content (wireframe / skeleton) from style (visual physics) in JSON form.”

“WRCFormer achieves state-of-the-art performance on the K-Radar benchmarks, surpassing the best model by approximately 2.4% in all scenarios and 1.6% in the sleet scenario, highlighting its robustness under adverse weather conditions.”

“Gemini 3 Pro Preview exhausts very fast when I'm working on my project, probably because the token inputs. I want to increase my quotas. How can I do it?”

“You type what you want (like “show me the key metrics and filter by X date”), and Nuggt generates an interface that can include: cards for key numbers, tables you can scan, charts for trends, inputs/buttons that trigger actions”

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

“While models achieve up to 69% accuracy on basic literacy tasks, performance declines sharply to 25% on discovery-level challenges.”

“The paper introduces new surrogate losses and proves strong non-asymptotic, hypothesis set-specific consistency guarantees, resolving existing open questions.”

“"when it is trained on higher epochs it just makes pants, I am not getting how to make it give multiple things and not just pants."”

“The paper introduces ByteLoom, a Diffusion Transformer (DiT)-based framework that generates realistic HOI videos with geometrically consistent object illustration, using simplified human conditioning and 3D object inputs.”

“Models trained on different datasets have highly similar representations of small molecules, and machine learning interatomic potentials converge in representation space as they improve in performance, suggesting that foundation models learn a common underlying representation of physical reality.”

“The paper quantifies energy overheads ranging from 17% to 94% across different MLLMs for identical inputs, highlighting the variability in energy consumption.”

“"It kept generating em dashes in loop until i pressed the stop button"”

“DreamOmni3 proposes a joint input scheme that feeds both the original and scribbled source images into the model, using different colors to distinguish regions and simplify processing.”

“ELIZA (1966): People write rules manually. Full of if-then statements, with limitations.”

“No quote provided in the article.”

“Real value hides in half sentences, complaints, follow up comments, and weird phrasing. That is where intent, confusion, and unmet needs actually live.”

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“The article is sourced from ArXiv, indicating it's a research paper.”

“LiDAR point cloud generation from versatile inputs.”

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“The article is from ArXiv, indicating it is likely a pre-print of a research paper.”

“The article's content is based on the ArXiv source, which suggests a research paper. Specific quotes would depend on the paper's findings, but likely include details on attack methods, robustness metrics, and proposed defenses.”

“The paper originates from ArXiv, indicating it is likely a pre-print research publication.”

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“The article's source is ArXiv, indicating a pre-print research paper.”

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