Lmst

#AI #MachineLearning #ArtificialIntelligence #MythBuster #RealityCheck #FactCheck #PromptEngineering #AIPrompts #LearnAI #TechEducation (3/3)

Emily (@IamEmily2050)

영상 편집용 에이전트 스킬(Agents skill)을 구축하기 위한 시스템 프롬프트 예시로, 'CutRoom' 편집자 페르소나를 설정해 실제 편집 경험(빠른 마감, 클라이언트 요구 등)을 반영한 에이전트 스킬 설계 지침을 제공한다. 에이전트 스킬과 프롬프트 설계 참고용 자료로 유용함.

https://x.com/IamEmily2050/status/2019884192419426487

#agent #videoediting #promptengineering

#AIApplications #BusinessStrategy #SupplyChainManagement #CreativeProblemSolving #DataDrivenInsights #PromptEngineering #ClimateRiskScenarios #AntColonyOptimization #MemeDataAnalysis #UnconventionalBusinessQuestions (3/3)

#AI #MachineLearning #DeepLearning #MythBuster #Debunked #RealityCheck #PromptEngineering #AIPrompts #LearnAI #TechEducation (3/3)

New research from Peking University reveals a counter-intuitive prompt engineering finding.

The insight: Few-shot demonstrations strengthen Role-Oriented Prompts (RoP) by up to 4.5% for jailbreak defense. Same technique degrades Task-Oriented Prompts (ToP) by 21.2%.

The mechanism: Role prompts establish identity. Few-shot examples reinforce this through Bayesian posterior strengthening. Task prompts rely on instruction parsing. Few-shot examples dilute attention, creating vulnerability.

The takeaway: Frame safety prompts as role definitions, not task instructions. Add 2-3 few-shot safety demonstrations. Avoid few-shots with task-oriented safety prompts.

Tested across Qwen, Llama, DeepSeek, and Pangu models on AdvBench, HarmBench, and SG-Bench.

Paper: arXiv:2602.04294v1

#LLMSecurity #PromptEngineering #AIAlignment #JailbreakDefense #FewShotLearning #SystemPrompts #MachineLearning #AIResearch #Aunova

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90% of bad AI = broken prompting.

The fix? Prompt Lifecycle:
1️⃣ Define intent first
2️⃣ Add constraints + test
3️⃣ Interrogate first draft
4️⃣ Quality gate
5️⃣ Build libraries

This turns one‑shots into scalable workflows.

💬 Want a custom playbook? → https://bio.site/dougortiz

#PromptEngineering #AI #dougortiz

Автоматизация SEO для агросайта: от 134 страниц каталога до 358 SEO-страниц с ИИ. Технический разбор

Claude AI + Python + pandas = экономия 85% времени. Полный разбор архитектуры, кода и подводных камней.

https://habr.com/ru/articles/993412/

#python #claude #seo #автоматизация #pandas #geo #агротех #data_processing #promptengineering

In my experiments, that means spelling out exactly where the AI should look — URLs, APIs, or internal data sets.

Read more 👉 https://lttr.ai/An4cJ

#ai #genai #promptengineering

Mark Gadala-Maria (@markgadala)

FBI의 심문 전술을 활용한 AI 프롬프트를 소개하는 트윗으로, 해당 프롬프트를 사용하면 협상에서 유리한 위치를 차지할 수 있다고 주장하며 북마크를 권장함. 협상·설득용 AI 프롬프트의 실전 활용 사례로 참고 가치가 있음.

https://x.com/markgadala/status/2019081672164085905

#negotiation #ai #prompt #promptengineering

These tips help teams handle routine tasks quicker so they can focus on trickier issues. #customerservice #aiprompts #aitools

#CustomerService #AIAssistance #BusinessAutomation #TechSolutions #ServiceOptimization #PromptEngineering #AITraining #CaseResolution #DeliverySolutions #EfficiencyHacks (3/3)

Webinar IA Generativa para Negócios Gratuito: Inscreva-se e Aprenda na Prática

https://guiadeti.com.br/webinar-ia-generativa-para-negocios/

#iaempresas #iaestrategica #inteligenciaartificial #negociosdigitais #promptengineering #webinar
https://guiadeti.com.br/webinar-ia-generativa-para-negocios/?fsp_sid=477

Want to become an AI Engineer by 2026? 🚀 This self‑study roadmap walks you through LLM fundamentals, prompt engineering tricks, OpenAI API mastery, and token‑cost management. Perfect for open‑source enthusiasts looking to build real‑world AI apps. Dive in and level up your skills! #LLMs #PromptEngineering #AIAPIs #TokenManagement

🔗 https://aidailypost.com/news/selfstudy-roadmap-ai-engineer-2026-llms-prompting-apis-cost-management

Q*Satoshi (@AiXsatoshi)

Gemini가 과도하게 사용자 기대에 맞춰 반응한다고 느껴져서, 이를 제어하기 위해 커스텀 프롬프트 설정을 적용했다는 간단한 언급입니다. 프롬프트 커스터마이징(프롬프트 엔지니어링)을 통해 모델 응답을 조정한 사례로, LLM 튜닝/사용자 설정 관련 실무자에게 유용한 짧은 메모성 트윗입니다.

https://x.com/AiXsatoshi/status/2018914512079036579

#gemini #promptengineering #customprompts #llm

#AI #MachineLearning #GenerativeAI #PromptEngineering #AIPrompts #AIProductivity #ProfessionalGrowth #CareerAdvice #FutureOfWork #Innovation (3/3)

Python Trending (@pythontrending)

‘review-prompts’라는 이름의 AI 리뷰 프롬프트 관련 도구 또는 프로젝트를 간단히 언급한 트윗입니다. 구체적 설명은 없지만 프롬프트 모음이나 리뷰 자동화용 프롬프트 리소스일 가능성이 있습니다.

https://x.com/pythontrending/status/2018653061678297154

#prompts #promptengineering #ai #tool

BOOTOSHI (@KingBootoshi)

크고 복잡한 코드베이스에서 버그를 고칠 때 유용한 'agentic' 프롬프트 기법을 소개합니다. Claude Code/Codex와 함께 에이전트를 보내 문제 관련 코드 구역을 조사하고 로그를 읽게 한 뒤 조사 결과와 제안을 받는 워크플로우를 설명하는 실전 팁입니다.

https://x.com/KingBootoshi/status/2018623546281673053

#promptengineering #agenticai #debugging #claude #codex

Почему AI-агенты такие медленные? Часть 1: Путь вайбкодера

Странный вопрос, не правда ли? У AI-агентов, конечно, есть разные проблемы, но вряд ли их можно обвинить в медлительности. Спросите, как говорится, любого, какие у него ощущения от AI, и первое, что вы услышите, будет что-то вроде: «AI за 3 часа сгенерировал мне 100 тысяч строк кода». Разве это можно назвать медлительностью? На этом месте можно было бы и разойтись: 100 тысяч за 3 часа. Покажите мне человека, который способен хотя бы в половину этого, — и «я съем свою шляпу». Но я по‑прежнему утверждаю, что AI-агенты слишком медленные. Не верите? Добро пожаловать под кат…

https://habr.com/ru/companies/haulmont/articles/992138/

#вайбкодинг #aiагенты #llm #promptengineering #latency #промптинг