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Source channel @githubtrending · Post #15239 · Oct 21

#python#artificial_intelligence#cloud_ml#computer_systems#courseware#deep_learning#edge_machine_learning#embedded_ml#machine_learning#machine_learning_systems#mobile_ml#textbook#tinyml You can learn how to build real-world AI systems from start to finish with an open-source textbook originally from Harvard University. It teaches you not just how to train AI models but how to design scalable systems, manage data pipelines, deploy models in production, monitor them continuously, and optimize for devices like phones or IoT gadgets. This helps you become an engineer who can create efficient, reliable, and sustainable AI systems that work well in practice. The book offers hands-on labs, community support, and free online access, making it easier to gain practical skills in machine learning systems engineering. https://github.com/harvard-edge/cs249r_book

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English Law Report

@enlawreport · Post #1762 · 11/06/2025, 05:20 AM

💼💥 Юристы тратят часы на переписывание рискованных пунктов договоров — но теперь это можно сделать одним промптом. Представляем Clause Surgeon: инструмент, который моментально находит риски и предлагает готовые редлайны в английских договорах. Мастер-промпт: "You are a Magic Circle–calibre contract editor. Given the CONTRACT TYPE = [CAPS], JURISDICTION = [ENGLISH LAW], COUNTERPARTY POWER = [STRONG/MEDIUM/WEAK], and RISK TOLERANCE = [LOW/MEDIUM/HIGH], review the CLAUSE: """[PASTE CLAUSE]""" 1. Diagnose risks in a bullet list tagged [Severity: Low/Med/High] with citations to standard practice. 2. Offer two alternative rewrites: (A) Aggressive pro-client, (B) Balanced market-standard. 3. Add a one-paragraph client-facing rationale in plain English. 4. Provide a redline version if possible. 5. Output JSON too: {“risk_tags”:[], “severity_max”: “High/Med/Low”, “pick”: “A/B”, “one-line”: “…”}. Style: concise, precise, no fluff". Попробуйте этот промпт на практике и поделитесь результатом — покажите, как Clause Surgeon лечит рискованные пункты. #EnglishLawReport#LegalPrompts#ContractDrafting#PromptEngineering#ClauseSurgeon#LegalAI#MagicCircleStyle#EnglishLaw