AHCave

Continuous learner and interested in varying perspectives. All Tweets are my own and viewed through a learning-based lens. Avid Sens fan

[AHCave @AHCave]

Working Sixty Hours A Week by Scott Adams http://t.co/tJHqsjS7lb via @Dilbert_Daily

[AHCave @AHCave]

The race to reimagine higher education - University Affairs https://t.co/XPCvo6RzpR

[AHCave @AHCave]

Leadership Isn't A Person, It's A System—Here's The Architecture via @forbes https://t.co/BMvZ0hPv62

[Shushant Lakhyani @shushant_l]

Most people use AI completely wrong.

They're saving minutes when they could be saving months.

Here are 3 ways to work with AI that separate amateurs from pros.

📂 Working With AI
┃
┣ 📂 Prompt Engineering
┃ ┣ 📂 Roles
┃ ┣ 📂 Instructions
┃ ┣ 📂 Constraints
┃ ┣ 📂 Examples
┃ ┣ 📂 Output Formats
┃ ┗ 📂 Prompt Templates
┃
┣ 📂 Context Engineering
┃ ┣ 📂 Documents
┃ ┣ 📂 Knowledge Bases
┃ ┣ 📂 Chat History
┃ ┣ 📂 User Preferences
┃ ┣ 📂 Memory
┃ ┣ 📂 Database Records
┃ ┗ 📂 Web Search Results
┃
┣ 📂 Harness Engineering
┃ ┣ 📂 AI Agents
┃ ┣ 📂 Tools
┃ ┣ 📂 Actions
┃ ┣ 📂 Workflows
┃ ┣ 📂 Validation
┃ ┣ 📂 Monitoring
┃ ┗ 📂 Delegation
┃
┣ 📂 Prompt Engineering
┃ ┣ 📂 Focus: What You Ask
┃ ┣ 📂 Input → Output
┃ ┣ 📂 Better Instructions
┃ ┣ 📂 Single Interaction
┃ ┣ 📂 No Memory
┃ ┗ 📂 Better Responses
┃
┣ 📂 Context Engineering
┃ ┣ 📂 Focus: What AI Knows
┃ ┣ 📂 Information Retrieval
┃ ┣ 📂 Memory Systems
┃ ┣ 📂 Personalized Outputs
┃ ┣ 📂 Knowledge Injection
┃ ┗ 📂 Better Decisions
┃
┣ 📂 Harness Engineering
┃ ┣ 📂 Focus: Building AI Workers
┃ ┣ 📂 Multi-Step Tasks
┃ ┣ 📂 Tool Usage
┃ ┣ 📂 Autonomous Execution
┃ ┣ 📂 End-To-End Workflows
┃ ┗ 📂 Task Completion
┃
┣ 📂 Evolution
┃ ┣ 📂 2022 → Prompt Engineering
┃ ┣ 📂 2024 → Context Engineering
┃ ┣ 📂 2026 → Harness Engineering
┃ ┗ 📂 AI Workers
┃
┣ 📂 Comparison
┃ ┣ 📂 Prompt = Instructions
┃ ┣ 📂 Context = Instructions + Information
┃ ┣ 📂 Harness = Instructions + Information + Memory
┃ ┣ 📂 Harness = Tools + Actions + Workflows
┃ ┗ 📂 Complete AI Systems
┃
┣ 📂 Best For
┃ ┣ 📂 Writing
┃ ┣ 📂 Coding
┃ ┣ 📂 Research
┃ ┣ 📂 AI Assistants
┃ ┣ 📂 Customer Support
┃ ┣ 📂 RAG Systems
┃ ┣ 📂 AI Agents
┃ ┣ 📂 Coding Agents
┃ ┗ 📂 Business Automation
┃
┣ 📂 Strengths
┃ ┣ 📂 Better Instructions
┃ ┣ 📂 Better Information
┃ ┣ 📂 Better Personalization
┃ ┣ 📂 Better Automation
┃ ┗ 📂 End-To-End Execution
┃
┗ 📂 Future Of AI
┣ 📂 AI Chatbot
┃ ┗ 📂 Model
┣ 📂 AI Agent
┃ ┣ 📂 Model
┃ ┣ 📂 Context
┃ ┣ 📂 Memory
┃ ┣ 📂 Tools
┃ ┗ 📂 Actions
└ 📂 AI Worker
┣ 📂 Complete Harness
┣ 📂 Autonomous Execution
┣ 📂 Workflow Ownership
┣ 📂 Decision Making
┗ 📂 Outcome Delivery

[Polling Canada @CanadianPolling]

This might end up being the most one-sided independence referendum to ever exist, lmfao

[AHCave @AHCave]

Gen AI’s Impact on the Case Classroom https://t.co/TpoV9lPgIl via @HarvardBizEdu

[Robin Delta @heyrobinai]

Claude is f*cking ridiculous for stock research

It can analyze your portfolio, spot risks, and build a detailed trade plan in under 30 seconds for free.

Meanwhile financial advisors charge $700/hr for this.

7 Prompts below:

[AHCave @AHCave]

Hiring skills over people is no longer en vogue as firms deprioritize DEI and cut down on recruiting costs. https://t.co/fSg8CMh1wF

[kieran Drew @Drew_code0]

🚨 BREAKING: NotebookLM can now tutor you like a $150/hr private tutor from any top university. For free.
Here are 8 prompts that replace hours of paid tutoring sessions:
[Save this before it goes viral]

[James @jamescoder12]

🚨 I stopped wasting hours watching tutorials… and replaced it with a 2-minute system using NotebookLM.

Now I just drop a video link, run a few smart prompts, and instantly turn any tutorial into a complete skill blueprint, a step-by-step practice plan, and a real execution system.

No more passive watching.
No more information overload.
Just clear, structured mastery.

Here are 10 powerful prompts that turn ANY video into real results: 👇🏻 👇🏻

[Mahnoor Fatima @MahnoorAi12]

My friend lost 20 kilograms using ChatGPT.

No gym. No apps. Just one effective system.

Here are the 7 prompts he used:👇🏻

[ Add to bookmarks 🔖 you'll need it]

[AHCave @AHCave]

Opinion | When Professors Mistake Themselves for Revolutionaries https://t.co/c5PSxxnGar

[Khairallah AL-Awady @eng_khairallah1]

https://t.co/dwUjJHjfxN

[Hasan Toor @hasantoxr]

Give me one weekend and I'll make you better at Claude than 95% of people using it daily.

Here's the exact roadmap:

→ Claude 101 (start here)
https://t.co/MXn3wyDRog

→ Claude Code 101
https://t.co/1ecbgUhekj

→ Building with the Claude API
https://t.co/qrho1oJ8ND

→ Sub-agents in Claude Code
https://t.co/xbeJASNDDV

→ Build MCP Servers with Python
https://t.co/49ZsBLtJhO

→ Advanced MCP patterns
https://t.co/NUcqwFrobx

→ AI Fluency for Students
https://t.co/bsdrbO45pZ

→ Video tutorials library
https://t.co/g0RN1SBMG9

→ Superpowers (20+ battle-tested skills)
https://t.co/Dgekgkbtpk

→ Claude Code Ultimate Guide
https://t.co/Jfi6U6L3Pf

ALL FREE. ALL LEGIT.

[Rimsha Bhardwaj @heyrimsha]

Claude can now create a presentation in 5 minutes.

COPY AND PASTE these PROMPTS and watch the magic happen.

[Zunaira Ai @ZunairaAi]

"After 3 years using ChatGPT, I've switched to Claude and can say that it has multiplied my productivity by 10x.

​Here are 10 prompts that I use daily that have transformed my daily life and could do the same for you:

​(Save this before you lose it 🧵)."

[Ai With Piyas @piyascode9]

🚨 BREAKING: Research just became 10x faster.

Claude can now turn dozens of academic papers into clear, structured insights — like a top-tier researcher.

No more overwhelm. Just clarity.

Here are 9 prompts to get straight to the point 👇
Bookmark this 🔖

[Ruben Hassid @rubenhassid]

People think learning AI takes months.

It's really just a couple of hours.

And I wrote 17 free guides to start right away:

Claude 101: https://t.co/Jv1jsvFB7T
Claude Code: https://t.co/WYZd5ltnXo
Claude Skills: https://t.co/jT4uB5AFtY
Nano banana 2: https://t.co/qfHT594CCI
Claude in Excel: https://t.co/mfcXYSA57j
Best AI for Search: https://t.co/77BmjbJjP0
1M followers with AI: https://t.co/1TV9LYAptv
Claude for your team: https://t.co/U1JsBVC299
No prompt saves you: https://t.co/SDKJWykHE4
AI Slides (PPT in 2026): https://t.co/RfcyYRQ2Ad
Set up Claude Cowork: https://t.co/diDhiKjHtU
Claude to sound like you: https://t.co/99RzxXTvzs
Claude interactive charts: https://t.co/ebCHGZqgPt
Claude as your computer: https://t.co/TxYuHPiImn
Claude Cowork + Project: https://t.co/Q7AN9CZ2mg
You're an AI workaholic: https://t.co/mCIvB3ZPA5
Setup AI before prompting: https://t.co/pE3OF722aw
___

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3. Subscribe to my free newsletter: https://t.co/psB7XxAv8w.

[CyrilXBT @cyrilXBT]

INSTEAD OF WATCHING NETFLIX TONIGHT.
Spend 1 hour with this.

Claude AI FULL COURSE that teaches you how to BUILD and AUTOMATE anything.

The people who watch this tonight will wake up tomorrow with a skill that most people will not have in 2 years.

The people who skip it will still be watching Netflix next year wondering why nothing in their life has changed.

Your call.

[Rimsha Bhardwaj @heyrimsha]

After 9 months of using NotebookLM, I can say it's the research tool that has revolutionized my workflow the most.

But only because I learned these 20 prompts.

Here's the complete system that turns 500 pages into clear answers in under an hour:

[Mushtaq Bilal, PhD @MushtaqBilalPhD]

Scopus has 100M+ research papers.

LeapSpace AI lets you generate research reports and literature overviews based on full-text papers in Scopus.

It generated for me a 27-page report with 143 references.

Also helps you find research grants.

Here's how to use it: