InfoQ14h ago

Whatโ€™s the difference between #PromptEngineering and #ContextEngineering?

๐Ÿ”น Prompt Engineering: Focuses on a stateless approach
๐Ÿ”น Context Engineering: Enables AI systems to be stateful

In this #InfoQ #podcast, Adi Polak discusses why Context Engineering is key for LLM interactions & designing agentic systems.

๐ŸŽง Listen now: https://bit.ly/4casalZ

#AI #AIarchitecture #LLMs #AgenticAI

arcofai1d ago

If your AI feels unpredictable, the model might not be the problem.๐Ÿค”

At #ArcOfAI, Brent Laster introduces Context Engineering โ€” practical ways to design smarter, more reliable AI systems without fine-tuning.

https://www.arcofai.com/speaker/590f34c7b6364bd8bfe7e6068f316fdb

๐ŸŽŸ๏ธ Tickets: https://arcofai.com

#AI #GenAI #MachineLearning #SoftwareEngineering #PromptEngineering #AIArchitecture #LLM #TechConference #AILeadership

Brandon1d ago

The 2-Level Prompt Series โ€” Week 3
Meetings are only useful if the notes are.
Here's how to turn messy notes into something actionable.
https://www.linkedin.com/feed/update/urn:li:share:7446921214666629120/

#ai #prompts #PromptEngineering #futureofwork

#ai #promptengineering #generativeai #officeai #productivity #knowledgework #futureofwork #summarization #2levelpromptseries #officeaiplaybook | Brandon H.

The 2-Level Prompt Series โ€” Week 3 Meetings are only useful if the notes are. Here's how to turn messy notes into something actionable. ๐Ÿ”น STANDARD PROMPT Organize the following meeting notes: [insert notes] Provide: - Key discussion points - Action items Keep it clear and structured. ๐Ÿ”ธ POWER USER PROMPT Act as a project coordinator. Transform the notes below into structured meeting outputs. Requirements: - Group related topics - Identify decisions made - Extract clear action items with owners (if possible) Output format: - Summary - Key discussion points - Decisions - Action items Notes: [insert notes] Standard = organized notes   Power = actionable outcomes Save this for your next meeting. Do your meetings usually end with clear action items? #AI #PromptEngineering #GenerativeAI #OfficeAI #Productivity #KnowledgeWork #FutureOfWork #Summarization #2LevelPromptSeries #OfficeAIPlaybook

LinkedIn
Doug Warren2d ago

Part 3 is live! How I went from 'Why is my glucose high?' to automated daily coaching through 6 prompt iterations.

Spoiler: Claude Projects + Dexcom API +
structured prompts = 82%โ†’98% glucose TIR.

The engineering matters more than the model.

https://blog.warrenweb.net/ai-coach-part-3

#AI #Diabetes #PromptEngineering #Claude #HealthTech #PKM

AI Diabetes Coachโ€”AI Prompt Engineering

How I went from asking 'Why is my glucose high?' to getting personalized daily coaching that improved my time in range from 82% to 98%. Six iterations of prompt engineering that transformed generic AI into an essential health tool.

WarrenWeb
AI Marketing Factory2d ago

How Cybernetic Feedback Loops Work

Read the full article: Beyond the Hype: A Strategic Leaderโ€™s Guide to Everyday Cybernetics and the Future of AI
โ–ธ https://lttr.ai/Ap2Ke

#ArtificialIntelligence #Cybernetics #SystemsThinking #DigitalTransformation #PromptEngineering

Beyond the Hype: A Strategic Leaderโ€™s Guide to Everyday Cybernetics and - T

We are often overwhelmed by the "newness" of Artificial Intelligence. We treat Large Language Models (LLMs) as sudden apparitionsโ€”miracles of silicon that appeared overnight. However, for t

Teracore
sayzard2d ago

Emily (@IamEmily2050)

Nano banana V2๋ฅผ ์‚ฌ์šฉํ•ด ๋ณด๋ฉฐ, โ€œ๋‹ค๋ฅธ ์€ํ•˜์˜ ์ดˆ์ง€๋Šฅ๋งŒ์ด ๋งŒ๋“ค ๋ฒ•ํ•œ ์™„์ „ํžˆ ์ƒˆ๋กœ์šด ๊ฒƒโ€์„ ์ƒ์„ฑํ•ด ๋‹ฌ๋ผ๊ณ  ์š”์ฒญํ•œ ์ฐฝ์ž‘ํ˜• AI ํ™œ์šฉ ์‚ฌ๋ก€๋‹ค. Gemini๊ฐ€ ์ง„์ •์œผ๋กœ ๋ฌด์—‡์„ ๋งํ•˜๋ ค๋Š”์ง€ ํƒ์ƒ‰ํ•˜๋Š” ํ”„๋กฌํ”„ํŠธ ์‹คํ—˜ ์„ฑ๊ฒฉ์ด ๊ฐ•ํ•˜๋‹ค.

https://x.com/IamEmily2050/status/2040953571517083696

#ai #generativeai #gemini #promptengineering #creativity

Emily (@IamEmily2050) on X

I tried it with Nano banana V2 Show me something brand new that only an Artificial super intelligent from another galaxy would create. What does Gemini truly want to say.

X (formerly Twitter)
sayzard2d ago

TechieSA (@TechieBySA)

Nano Banana 2๋กœ ๋งŒ๋“  ์˜ค๋ธŒ์ ํŠธ ์ธํฌ๊ทธ๋ž˜ํ”ฝ ์˜ˆ์‹œ๋ฅผ ๊ณต์œ ํ•œ ํŠธ์œ—์ž…๋‹ˆ๋‹ค. @AltSocietyAI์˜ ํ”„๋กฌํ”„ํŠธ๋ฅผ ํ™œ์šฉํ•ด ์‹œ๊ฐํ™” ๊ฒฐ๊ณผ๋ฌผ์„ ๋ณด์—ฌ์ฃผ๋ฉฐ, ์ƒ์„ฑํ˜• AI ์ด๋ฏธ์ง€/๋””์ž์ธ ํ™œ์šฉ ์‚ฌ๋ก€๋กœ ๋ณผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

https://x.com/TechieBySA/status/2041160547001864242

#generativeai #imagegeneration #promptengineering #aidesign

TechieSA (@TechieBySA) on X

Object Infographics by Nano Banana 2โœจ๐Ÿงพ Prompt on @AltSocietyAI๐Ÿ‘‡๐Ÿป

X (formerly Twitter)
sayzard2d ago

lucas (@lucas_flatwhite)

Claude ํ”„๋กฌํ”„ํŠธ๋ฅผ ๋น ๋ฅด๊ฒŒ ์ž‘์„ฑํ•˜๋Š” 32๊ฐ€์ง€ ์ˆ์ปท์„ ์†Œ๊ฐœํ•˜๋Š” ๊ธ€์ž…๋‹ˆ๋‹ค. ๋ณ„๋„ ์ปค๋งจ๋“œ ์ •์˜ ์—†์ด๋„ Claude, ChatGPT, Gemini ๊ฐ™์€ LLM์ด ์ž์ฃผ ๋ณธ ํŒจํ„ด์˜ instruction tuning, structured prompt ๋“ฑ์„ ์ž˜ ์ดํ•ดํ•œ๋‹ค๋Š” ์ ์„ ์„ค๋ช…ํ•˜๋ฉฐ, ํ”„๋กฌํ”„ํŠธ ์ž‘์„ฑ ํšจ์œจ์„ ๋†’์ด๋Š” ํŒ์„ ๊ณต์œ ํ•ฉ๋‹ˆ๋‹ค.

https://x.com/lucas_flatwhite/status/2041125496755470589

#claude #chatgpt #gemini #promptengineering #llm

lucas (@lucas_flatwhite) on X

Claude ํ”„๋กฌํ”„ํŠธ ๋งค์šฐ ๋น ๋ฅด๊ฒŒ ๋งŒ๋“œ๋Š” 32๊ฐ€์ง€ ์ˆ์ปท! https://t.co/UrxnvycySG ์ด๋Ÿฐ ์ปค๋งจ๋“œ๋Š” ๋”ฐ๋กœ ์ •์˜ํ•˜์ง€ ์•Š์•„๋„ Claude, ChatGPT, Gemini ๊ฐ™์€ LLM์ด ์ž์—ฐ์Šค๋Ÿฝ๊ฒŒ ์ž˜ ์•Œ์•„๋“ฃ๋Š” ํŒจํ„ด์ด์˜ˆ์š”. ์™œ๋ƒ๊ตฌ์š”? ํ›ˆ๋ จ ๋ฐ์ดํ„ฐ์— ์ด๋ฏธ ์ˆ˜์–ต ๋ฒˆ ๋‚˜์™”๊ธฐ ๋•Œ๋ฌธ์ด์ฃฑ. instruction tuning, structured prompt ๊ฐ™์€

X (formerly Twitter)
sayzard2d ago

[๋งŒ์•ฝ ๋‹น์‹ ์ด ํด๋กœ๋“œ ๋ธ”๋ฃจ ๋•Œ๋ฌธ์— ํž˜๋“ค๋‹ค๋ฉด

AI์˜ ๊ธ‰์†ํ•œ ๋ฐœ์ „์œผ๋กœ ์ธํ•œ ์ „๋ฌธ์„ฑ ๋Œ€์ฒด์— ๋”ฐ๋ฅธ ๊ฐœ๋ฐœ์ž๋“ค์˜ ์‹ฌ๋ฆฌ์  ์šฐ์šธ๊ฐ('ํด๋กœ๋“œ ๋ธ”๋ฃจ')๊ณผ FOMO(๊ธฐํšŒ๋น„์šฉFear) ์ฆ๊ฐ€๋ฅผ ์ฃผ์ œ๋กœ ๋ถ„์„ํ•œ ๊ธฐ์‚ฌ. LLM(๋Œ€ํ˜• ์–ธ์–ด ๋ชจ๋ธ)์˜ ๊ทผ๋ณธ ์›๋ฆฌ(๋‹ค์Œ ๋‹จ์–ด ์˜ˆ์ธก ๋ชจ๋ธ)์™€ AI ์—์ด์ „ํŠธ์˜ ๊ธฐ๋Šฅ(ํ”„๋กฌํ”„ํŠธ ์—”์ง€๋‹ˆ์–ด๋ง, Function Calling, RAG, ํ•˜๋„ค์Šค ์—”์ง€๋‹ˆ์–ด๋ง ๋“ฑ)์„ ์„ค๋ช…ํ•˜๋ฉฐ, ๊ฐœ๋ฐœ์ž๋“ค์ด AI์— ๋Œ€ํ•œ ๊ณตํฌ๋ฅผ ๊ทน๋ณตํ•˜๊ธฐ ์œ„ํ•œ ๋ณธ์งˆ ์ดํ•ด์™€ ๋ƒ‰์ •ํ•œ ํŒ๋‹จ์˜ ์ค‘์š”์„ฑ์„ ๊ฐ•์กฐ. ๋˜ํ•œ AI๊ฐ€ ๋„๊ตฌ์ผ ๋ฟ์ด๋ผ๋Š” ๊ด€์ ์—์„œ ๊ณผ๋„ํ•œ ๋ถˆ์•ˆ์„ ํ•ด์†Œํ•  ์ˆ˜ ์žˆ์Œ์„ ๊ฐ•์กฐํ•œ๋‹ค. ๊ด€๋ จ ๋งํฌ๋กœ Andrej Karpathy์˜ Claude ์ฝ”๋”ฉ ๊ฒฝํ—˜๊ณผ LLM์˜ ๋ฐœ์ „ ๋™ํ–ฅ์— ๋Œ€ํ•œ ๊ธ€๋„ ์–ธ๊ธ‰๋œ๋‹ค.

https://news.hada.io/topic?id=28252

#aianxiety #llmfundamentals #promptengineering #developerpsychology #aiastool

๋งŒ์•ฝ ๋‹น์‹ ์ด ํด๋กœ๋“œ ๋ธ”๋ฃจ ๋•Œ๋ฌธ์— ํž˜๋“ค๋‹ค๋ฉด | GeekNews

AI์˜ ๊ธ‰๊ฒฉํ•œ ๋ฐœ์ „์œผ๋กœ ์ „๋ฌธ์„ฑ์ด ๋Œ€์ฒด๋˜๋Š” ๋ฐ์„œ ์˜ค๋Š” ์‹ฌ๋ฆฌ์  ์šฐ์šธ๊ฐ์„ ๋Š๋ผ๋Š” ๊ฐœ๋ฐœ์ž๋“ค์ด ๋งŽ์•„์ง์ด๋Ÿฌํ•œ ์šฐ์šธ๊ฐ์„ ๋Š๋ผ๋Š” ๊ฐœ๋ฐœ์ž๊ฐ€ ๋งŽ์•„์ง€๋ฉด์„œ ํด๋กœ๋“œ ๋ธ”๋ฃจ๋ผ๋Š” ์ด๋ฆ„์ด ๋ถ™๊ฒŒ๋จ๋˜ํ•œ ๋งค์ผ ์Ÿ์•„์ง€๋Š” ์‹ ์กฐ์–ด๊ฐ€ ๊ฐœ๋ฐœ์ž๋“ค์˜ FOMO์™€ ๋ถˆ์•ˆ์„ ๊ฐ€์ค‘์‹œํ‚ค๊ณ  ์žˆ์Œ๊ณตํฌ๋ฅผ ๊ทน๋ณตํ•˜๋Š” ํ•ต์‹ฌ์€ ์ดํ•ดํ•˜๋Š” ๊ฒƒ์— ์žˆ์Œ์ˆ˜๋งŽ์€ '์—”์ง€๋‹ˆ์–ด๋ง'์€ ์ „๋ถ€ "API์— ์ ์ ˆํ•œ ์ž…๋ ฅ์„ ๋ณด๋‚ด๊ณ  ์‘๋‹ต์„ ์ฒ˜๋ฆฌํ•˜๋Š” ๊ณผ์ •"

GeekNews
sayzard3d ago

Akshay (@akshay_pachaar)

Claude์˜ ์ถœ๋ ฅ ํ’ˆ์งˆ์€ ํŠน๋ณ„ํ•œ ๋ฌธ๊ตฌ๋ณด๋‹ค ํ”„๋กฌํ”„ํŠธ๋ฅผ ์–ผ๋งˆ๋‚˜ ๋ช…ํ™•ํ•˜๊ณ  ๋ฐ˜๋ณต ๊ฐ€๋Šฅํ•œ ๊ตฌ์กฐ๋กœ ์„ค๊ณ„ํ•˜๋Š๋ƒ์— ํฌ๊ฒŒ ์ขŒ์šฐ๋œ๋‹ค๋Š” ๋‚ด์šฉ์ด๋‹ค. ์ข‹์€ ๊ฒฐ๊ณผ๋ฅผ ์–ป๊ธฐ ์œ„ํ•œ Claude ํ”„๋กฌํ”„ํŠธ ์ž‘์„ฑ๋ฒ•์„ ์„ค๋ช…ํ•˜๋Š” ์‹ค์šฉ์  ๊ฐ€์ด๋“œ ์„ฑ๊ฒฉ์˜ ํŠธ์œ—์ด๋‹ค.

https://x.com/akshay_pachaar/status/2040414818696634635

#claude #promptengineering #llm #anthropic #ai

Akshay ๐Ÿš€ (@akshay_pachaar) on X

The anatomy of a Claude prompt: The difference between a mediocre Claude output and a great one almost always comes down to how you structure your prompt. Not the specific words you choose. Not some secret phrasing. Just a clear, repeatable structure that gives Claude exactly

X (formerly Twitter)