“Overseas markets offer Chinese AI firms a larger space for exploration.”

“As context lengths move into tens and hundreds of thousands of tokens, the key value cache in transformer decoders becomes a primary deployment bottleneck.”

“I am stunned at how intelligent it is for a 30b model.”

“Unsloth now enables 7x longer context lengths (up to 12x) for Reinforcement Learning!”

“Anthropic warns that the faster and broader adoption of AI technology by high-income countries is increasing the risk of widening the global economic gap and may further widen the gap in global living standards.”

“This article discusses the new Raspberry Pi AI Hat and the increased memory.”

“The abrupt change in personnel was in the works for several weeks, according to an OpenAI executive.”

“Claude Code recognizes only the `.claude/` directory; there are no alternative directory names.”

“Deepgram is raising its Series C round at a $1.3 billion valuation.”

“The author mentioned, 'I realized I knew nothing' about Lenzo, indicating an initial lack of knowledge, driving the exploration.”

“Google said that merchants can now offer discounts to users directly in AI mode results”

“In recent years, major LLM providers have been competing to expand the 'context window'.”

“昨今の機械学習やLLMの発展の結果、ベクトル検索が多用されています。(Vector search is frequently used as a result of recent developments in machine learning and LLM.)”

“”

“Falcon-H1R-7B, a 7B parameter reasoning specialized model that matches or exceeds many 14B to 47B reasoning models in math, code and general benchmarks, while staying compact and efficient.”

“"画像がダメなら、テキストだ」ということで、今回はDifyのナレッジ（RAG）機能を使い、ローカルのRAG環境を構築します。”

“OmniNeuro is decoder-agnostic, acting as an essential interpretability layer for any state-of-the-art architecture.”

“Exploratory results demonstrated that ConvNeXt-Tiny achieved the highest performance, attaining a 96.88% accuracy on the test”

“Overall, the findings demonstrate that carefully designed prompt-based strategies provide an effective and resource-efficient pathway to improving open-domain dialogue quality in SLMs.”

““I assumed all these TUIs were much of a muchness so was in no great hurry to try this one. I dunno if it's the magic of being native but... it just works. Close to zero donkeying around. Can run full context (256k) on 3 cards @ Q4KL. It does around 2000t/s PP, 40t/s TG. Wanna run gpt120, too? Slap 3 lines into config.toml and job done. This is probably replacing roo for me.””

“The article highlights the model's ability to sample a move distribution instead of crunching Stockfish lines, and its 'Stockfish-trained' nature, meaning it imitates Stockfish's choices without using the engine itself. It also mentions temperature sweet-spots for different model styles.”

“The router achieved 100% accuracy in distinguishing between coding prompts (e.g., import torch) and literary prompts (e.g., To be or not to be).”

“due to being a hybrid transformer+mamba model, it stays fast as context fills”

““Probably getting to that point where it makes sense to make Claude Code a cofounder of my startup””

“The initial conclusion was that Llama 3.2 Vision (11B) was impractical on a 16GB Mac mini due to swapping. The article then pivots to testing lighter text-based models (2B-3B) before proceeding with image analysis.”

“The article is the second in a series, following an initial article on setting up the environment and initial testing.”

“I know basics of pruning for deep learning models. However, I don't know how to do it for larger models. Sharing your knowledge and resources will guide me, thanks”

“"The first GPU stock in Hong Kong" is listed, and domestic AI chips are moving towards a larger stage.”

“Kaggle入門2(Pandasライブラリの使い方 5.データ型と欠損値)”

““is it really reasoning?”, “how do you define reasoning?” “it’s just next token prediction/matrix multiply”.”

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

“Ion-conducting pathways are quasi one-dimensional at short times and evolve into larger, branched structures characterized by a robust fractal dimension $d_f\simeq1.7$.”

“The authors' method enables simulations of bosonic quantum mixtures with substantially larger bond dimensions than previous works.”

“The paper discovers three new families of periodic orbits and proves the existence of stable periodic orbits for restitution coefficients larger than previously known.”

“The new model can generate high-quality images with 'zero AI flavor,' with clear details like individual strands of hair, comparable to real photos taken by professional photographers.”

“The non-perturbative treatment is essential, at least at lowest order, in the SU(3) sector of $KN$ scattering.”

“The algorithm's runtime scaling is O(N4^N), a significant improvement over the brute-force approach.”

“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.”

“Probes with a small supervisor model can achieve low calibration error and Brier Skill Score of approx 0.2 estimating edited lines on code generated by models many orders of magnitude larger.”

“The authors obtain accurate ground-state energies for lattices up to 80 x 80 (6400 spins) and train deep Boltzmann machines for a system with 35 x 35 (1225 spins).”

“The newly proposed mCCAdL thermostat achieves a substantial improvement in the numerical stability over the original CCAdL thermostat, while significantly outperforming popular alternative stochastic gradient methods in terms of the numerical accuracy for large-scale machine learning applications.”

“Increasing strain rate promotes the activation of a growing number of stronger sites. Dislocation avalanches become larger through the superposition of simultaneous events and because stronger obstacles are required to arrest them.”

“PINNs run 90,000 times slower than finite difference with larger errors.”

“The paper demonstrates the validity of the bosonic Bott indices of values larger than 1 in multi-band magnonic systems.”

“HY-MT1.5-1.8B demonstrates remarkable parameter efficiency, comprehensively outperforming significantly larger open-source baselines and mainstream commercial APIs.”

“The AT-Proto prototype telescope has operated stably and reliably in the frigid environment for over two years, demonstrating the significant advantages of this technology in polar astronomical observations.”

“The draft regulations are aimed to address concerns around chatbots, which have surged in popularity in recent months.”

“Further analysis would require reading the full article to understand the specific methods, challenges, and results.”

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

“The best prompt-based LLM generator achieves the state-of-the-art (SOTA) performance with significant improvement (>7%), yet it is still below the human expert performance.”