“This is a collection of articles from Qiita demonstrating the construction of an AI that takes gameplay footage (video) as input, estimates the game state, and proposes the next action.”

“The article uses the term 'people weak at verbalization' not as a put-down, but as a label for those who find it challenging to articulate thoughts and intentions clearly from the start.”

““The AI Overwatch Act (H.R. 6875) may sound like a good idea, but when you examine it closely …”

“What if you explicitly constrained attention heads to specific receptive field sizes, like physical filter substrates?”

“The article's key takeaway is the discussion of adding human intention to AI data.”

“The article's core focuses on the application of LLMs in access control policy retrieval, suggesting a novel perspective on security.”

“AI integration into data pipelines appears to be becoming more convenient, so let's give it a try.”

““Overall, our empirical observations strongly indicate that TTT-E2E should produce the same trend as full attention for scaling with training compute in large-budget production runs.””

“What if instead of manually firefighting every drift and miss, your agents could adapt themselves? Not replace engineers, but handle the continuous tuning that burns time without adding value.”

“Why視点(目的・背景):なぜこれが行われているのか？どんな課題・ニーズに応えているのか？”

“Claude Code is a valuable tool, but its automatic compacting can disrupt workflows. The article aims to solve this by warning users before the context window exceeds the threshold.”

“The article mentions utilizing Gemini 2.5 Flash's '1 million token' context window.”

“By converting history to Markdown and feeding the same prompt to multiple LLMs, you can see your own 'core issues' and the strengths of each model.”

“I think this problem is a problem of 'format design' rather than a 'tool problem'.”

“Modern LLMs have extremely high versatility. However, the default 'polite and harmless assistant' UX often becomes noise in accelerating the thinking of professionals.”

“plan modeを使うことで、いきなりコードを生成するのではなく、まず何をどう実装するかを整理してから作業に入れます。”

“ChatGPT's 'memory loss' is addressed.”

“AI Agent が業務システムに入り始めたことで、これまで暗黙のうちに成立していた「認可の置き場所」に関する前提が、静かに崩れつつあります。”

“AIに「全く同じこと」を頼み続けると、人間と同じく虚無に至る”

“"If knowledge bases could be installed as additional options, wouldn't it be possible to customize AI assistants?"”

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“Our approach relies on a unified formulation of the distance from a point to a hyperplane on the considered spaces.”

“Every act of language generation compresses a rich internal state into a single token sequence.”

“Our estimator can be trained without computing the autocovariance kernels and it can be parallelized to provide the estimates much faster than existing approaches.”

“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?”

“時代の限界: HBM（広帯域メモリ）の高騰や電力問題など、「力任せのAI」は限界を迎えつつある。”

“"I’d suggest some kind of token retention when you’re not using it... maybe something like 20% of what you don’t use in a day is credited as extra tokens for this month."”

“Any social platform should implement a common new format that would embed hash that AI would generate so people know if its fake or not. If there is no signature -> media cant be published. Easy.”

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

“NL suggests a philosophy to design more expressive learning algorithms with more levels, resulting in higher-order in-context learning and potentially unlocking effective continual learning capabilities.”

“"Cloudflare Workers AI is an AI inference service that runs on Cloudflare's edge. You can use open-source models such as Llama 3 and Mistral at a low cost with pay-as-you-go pricing."”

“SpaceTimePilot can independently alter the camera viewpoint and the motion sequence within the generative process, re-rendering the scene for continuous and arbitrary exploration across space and time.”

“Choice Policy significantly outperforms diffusion policies and standard behavior cloning.”

“Our framework allows any tomographic data - including archival datasets -- to be reinterpreted in terms of fundamental nonlocality tests.”

“FineTec achieves top-1 accuracies of 89.1% and 78.1% on the challenging Gym99-severe and Gym288-severe settings, respectively, demonstrating its robustness and generalizability.”

“The self-bootstrapping framework reframes visual dubbing from an ill-posed inpainting task into a well-conditioned video-to-video editing problem.”

“Vulcan synthesizes instance-optimal heuristics -- specialized for the exact workloads and hardware where they will be deployed -- using code-generating large language models (LLMs).”

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

“The paper proposes local approximations to the global Minkowski Hamiltonian in quantum field theory (QFT) motivated by the operator-algebraic property of nuclearity.”

“The paper identifies physical theories as least fixed points of admissibility constraints derived from Galois connections.”

“The paper presents an online variational inference framework to compute its approximation at each time step.”

“The results revealed promising performance, measured by response accuracy in device control (86%), memory-related tasks (97%), scheduling and automation (74%), and energy analysis (77%), while more complex cost estimation tasks highlighted areas for improvement with an accuracy of 49%.”

“The paper formulates the covariant hydrodynamics equations as an intersection problem on an infinite dimensional symplectic manifold associated with spacetime.”

“AdaGReS introduces a closed-form, instance-adaptive calibration of the relevance-redundancy trade-off parameter to eliminate manual tuning and adapt to candidate-pool statistics and budget limits.”

“The mechanism amplifies the curvature power spectrum on small scales without introducing any feature in the potential, leading to the formation of asteroid-mass PBHs.”

“The paper develops an approximate Stein's Unbiased Risk Estimator (SURE) for the average mean squared error and establishes asymptotic optimality and regret bounds for a class of machine learning-assisted linear shrinkage estimators.”

“The paper determines the minimal finite gauge group K of anomalous G-symmetric TQFTs that can match the fermionic anomaly via the symmetry-extension construction.”

“Generative classifiers...can avoid this issue by modeling all features, both core and spurious, instead of mainly spurious ones.”

“The model solves the strong CP problem without the axion and generates fermion masses via a universal seesaw mechanism.”