Supercharge Your AI Workflow: A Complete Guide to Rules, Workflows, Skills, and Slash Commands
Analysis
Key Takeaways
“The article begins by introducing concepts related to AI integration within IDEs.”
“The article begins by introducing concepts related to AI integration within IDEs.”
“The author realized the problem wasn't with the AI, but with the assumption that writing rules would solve the problem.”
“Unlike black-box methods, MCEMOL delivers dual value: interpretable transformation rules researchers can understand and trust, alongside high-quality molecular libraries for practical applications.”
“The article aims to clarify the best methods for using various instruction features.”
“By guiding LLMs with case-augmented reasoning instead of extensive code-like safety rules, we avoid rigid adherence to narrowly enumerated rules and enable broader adaptability.”
“This work demonstrates that combining interpretable fuzzy rules with feature importance explanations enhances both utility and trust, providing practical insights for XAI deployment in maternal healthcare.”
“The article mentions the guide was released in December 2025, but provides no further content.”
“The article's introduction states the intention to share the process, the approach, and 'empirical rules' to keep in mind when using AI.”
“Grok will no longer allow users to remove clothing from images of real people in jurisdictions where it is illegal.”
“As companies deploy AI-powered chatbots, agents, and copilots across their operations, they’re facing a new risk: how do you let employees and AI agents use powerful AI tools without accidentally leaking sensitive data, violating compliance rules, or opening the door to […]”
“The U.S. may allow shipments of rather powerful AI processors to China on a case-by-case basis, but with the U.S. supply priority, do not expect AMD or Nvidia ship a ton of AI GPUs to the People's Republic.”
“Claude Code's Plugin feature is composed of the following elements: Skill: A Markdown-formatted instruction that defines Claude's thought and behavioral rules.”
“The investigation exposes the cross-border compliance risks associated with AI acquisitions.”
“I wanted to review the definitions of specific operations, so I summarized them.”
“はじめに ディープラーニングの実装をしているとベクトル微分とかを頻繁に目にしますが、具体的な演算の定義を改めて確認したいなと思い、まとめてみました。”
“SFT: Phase for teaching 'etiquette (format/inference rules)'; RL: Phase for teaching 'preferences (good/bad/safety)'”
“Antigravity を触り始めると、RulesやSkills、さらにWorkflowやGEMINI.mdといった“AI に指示する仕組み”がいくつも出てきて混乱しがちです 。”
“AGENT.md は、AI エージェント(Claude Code、Cursor、GitHub Copilot など)に対して、プロジェクト固有のコンテキストやルールを伝えるためのマークダウンファイルです。”
“Compact, interpretable rules are distilled from failure traces and injected into the prompt during inference to improve task performance.”
“"NineCube Information's core product bit-Agent supports the embedding of enterprise private knowledge bases and process solidification mechanisms, the former allowing the import of private domain knowledge such as business rules and product manuals to guide automated decision-making, and the latter can solidify verified task execution logic to reduce the uncertainty brought about by large model hallucinations."”
“2026年、AIエージェントはベンチャーだけでなく、大企業でも活用が進んでくることが想定されます。”
“世の中の「AI セキュリティガイドライン」の多くは、自社開発企業や、単一の組織内での運用を前提としています。(Most "AI security guidelines" in the world are based on the premise of in-house development companies or operation within a single organization.)”
“I’m running into a pretty frustrating issue — OpenAI’s services aren’t available where I live, but I’d still like to use them for learning, coding help, and personal projects and educational reasons.”
“DeepSeek broke the scaling thesis. Anthropic won coding. China dominated open source.”
“LSRE attains semantic risk detection accuracy comparable to a large VLM baseline, while providing substantially earlier hazard anticipation and maintaining low computational latency.”
“The paper focuses on the application of QCD sum rules to baryoniums, which are considered promising hexaquark candidates, and compares theoretical predictions with experimental data.”
“The paper constructs the solution formula for the initial value problem by analyzing the spatiotemporal pattern and decomposing it into simpler segments.”
“CogRec leverages Soar as its core symbolic reasoning engine and leverages an LLM for knowledge initialization to populate its working memory with production rules.”
“WiFi 8 marks a stronger and more significant shift toward prioritizing reliability over pure data rates.”
“WWMs separate code-defined rules from model-driven imagination, represent latent state as typed web interfaces, and utilize deterministic generation to achieve unlimited but structured exploration.”
“China wants a human to intervene and notify guardians if suicide is ever mentioned.”
“The article doesn't contain a specific quote, but the core issue is the use of AI to circumvent exam rules.”
“The paper defines “axiomatic convergence” as a measurable reduction in inter-run and inter-model variability when generation is repeatedly performed under stable invariants and evaluation rules applied consistently across repeated trials.”
“The paper defines “axiomatic convergence” as a measurable reduction in inter-run and inter-model variability when generation is repeatedly performed under stable invariants and evaluation rules applied consistently across repeated trials.”
“It was a pretty tough battle ngl 😮💨”
“AI, like any other tool, is exactly that: A tool and it can be used for good or evil.”
“The paper reports on the presence of families of exact solutions for a complex scalar field that behaves according to the rules of discrete $Z_N$ symmetry.”
“Cody Rhodes defends the WWE Championship against Drew McIntyre in a Three Stages of Hell match on SmackDown Jan. 9.”
“The capability of state-of-the-art mixed logit models to reveal the true Nash equilibria seems to be primarily contingent upon the type of choice behavior (probabilistic versus deterministic).”
“China may soon have rules governing AI interactions.”
“China's move to regulate AI with human-like interaction signals a growing global concern about the ethical and societal implications of advanced AI.”
“"If data transmission can't keep up, it's like a traffic jam on the highway; no matter how strong the computing power is, it's useless."”
“Threshold rules produce a distinct non-mean-field universality class with β≈0.75 and a systematic failure of MF-DP dynamical scaling. We show that thresholding acts as a relevant perturbation to DP.”
“The article mentions the rules defined in GEMINI.md, including the critical protocols for branch management, such as creating a working branch before making code changes and prohibiting work on main, master, or develop branches.”
“The paper likely explores the application of the Schwinger-Keldysh formalism to understand the evolution of the early universe.”
“Google is finally letting users change their Gmail address without losing data”
“The main results describe graded module structures of orbit harmonics quotients for the rook, partial transformation, and full transformation monoids.”
“The model's sum rule fully determines the absolute neutrino mass spectrum, and the model provides a tightly constrained and experimentally testable framework.”
“The paper proposes rules for rebalancing that gate trades through magnitude-based thresholds and posterior activation probabilities, thereby trading off expected tracking error against turnover and portfolio size.”
“TDLP learns association directly from data without handcrafted rules, while remaining modular and computationally efficient compared to end-to-end trackers.”
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