Louis Gleeson Profile picture
Founder of Sentient (25+ million follower network) We make you go viral.
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Nov 27 18 tweets 5 min read
Someone used Elon Musk's actual thinking framework as AI prompts.

It's the closest thing to having a billionaire engineer rip apart your ideas and rebuild them from physics.

Here are the 15 prompts that changed how I solve problems: Image 1. "What are the physics of this problem?"

Musk strips everything to objective reality.

"I'm struggling to grow my newsletter. What are the physics of this problem?"

AI reveals the hard constraints, the real forces, and the non-negotiable bottlenecks. Image
Oct 13 5 tweets 2 min read
🚨 Google just did it again.

They built a voice model that doesn’t transcribe speech it understands it.

It’s called Speech-to-Retrieval (S2R) and it’s about to make voice search feel telepathic.

Here’s how it works (and why it’s a bigger deal than you think) ↓ Old voice search worked like this:

Speech → Text → Search.

If ASR misheard a single word, you got junk results.

Say “The Scream painting” → ASR hears “screen painting” → you get art tutorials instead of Munch.

S2R deletes that middle step completely.

S2R asks a different question.

Not “What did you say?”
But “What are you looking for?”

That’s a philosophical shift from transcription to understanding.
Oct 11 7 tweets 2 min read
OMG… you can now fine-tune your own AI model and run it entirely on your device.

No servers.
No API keys.
No data leaks.

Gemma 3 270M just made local LLMs real and it only takes about an hour to build your own.

Here’s how: Gemma is Google DeepMind’s open sibling to Gemini the same architecture, scaled down for accessibility.

The wild stat:

→ 250M downloads
→ 85,000 community variations

This thing’s becoming the “Linux of LLMs.”
Oct 10 10 tweets 3 min read
I reverse-engineered Harvard’s MBA curriculum into one ChatGPT prompt.

Now my AI teaches me pricing strategy, market design, and competitive analysis on demand.

Here’s the prompt you can steal ↓ Today, most business education is outdated the moment you learn it.

Markets shift. Competition evolves. Customer behavior changes weekly.

Traditional MBA programs can't keep up. They teach case studies from 2015 while you're building in 2025.

This prompt fixes that.
Oct 9 11 tweets 3 min read
Holy shit... Google just launched Gemini 2.5 Computer Use, and it quietly kills the “prompt engineer” era.

It can use browsers, spreadsheets, even IDEs no scripts, no hacks.

Here’s how it works (and why this changes everything): Until now, most AI “agents” hit a wall.

They could write code or text, but they couldn’t use software.

Gemini 2.5 fixes that.

It literally sees your screen, reasons over UI elements, and takes actions click, type, scroll all in a feedback loop until the job’s done.

Think of it as: GPT + browser + mouse + brain.Image
Oct 7 9 tweets 3 min read
Stanford just dropped Paper2Agent, and it’s insane.

They turned academic papers into live AI systems that can:

• Run the described methods
• Apply them to your data
• Answer questions about the work

This might be the start of executable science.

Here's the full breakdown: Image The problem is obvious to anyone who’s ever read a “methods” paper:

You find the code. It breaks.
You try the tutorial. Missing dependencies.
You email the authors. Silence.

Science moves fast, but reproducibility is a joke.

Paper2Agent fixes that. It automates the whole conversion paper → runnable AI agent.
Oct 2 22 tweets 8 min read
ok so claude 4.5 is actually insane and i need to show you what it just did for me

i gave it a messy idea. it built the entire structure, caught the gaps, and shipped v1.

here's exactly how i'm using it (with prompts you can copy): Image 1. Automated Research Reports (better than $100k consultants)

Claude’s web search + analysis mode lets you do what McKinsey, Gartner, and Deloitte charge six figures for.

You’ll get structured breakdowns, insights, and data points like a private analyst on demand.
Sep 20 16 tweets 5 min read
Prompt engineering is the biggest scam in AI.

People turn it into a PhD subject when it’s just a 3-minute skill.

I’ll show you how to master it in plain English.

Bookmark and repost this thread: WEEK 1-2: STOP BEING VAGUE

Bad prompt: "Help me with marketing"

Good prompt: "Write 5 email subject lines for a project management SaaS launching to small business owners. Make them curiosity-driven and under 50 characters."

See the difference? Specific request, clear audience, exact format. Practice this for 30 minutes daily.
Sep 16 8 tweets 3 min read
Fuck YouTube tutorials.

I’m going to share 3 prompts that let you build complete AI agents without wasting hours.

Bookmark and repost this so you don't miss out 👇 Image PROMPT 1: The Blueprint Maker

"I want to build an AI agent that [your specific goal]. Using N8N as the workflow engine and Claude as the AI brain, give me:

- Exact workflow structure
- Required nodes and connections
- API endpoints I'll need
- Data flow between each step
- Potential failure points and how to handle them

Be specific. No generic advice."
Sep 15 10 tweets 4 min read
99% of consultants are idiots.

You can now use LLMs like ChatGPT, Claude, Grok, or DeepSeek to get expert-level strategy work without the $500/hour price tag.

Let me give you my 3 mega prompts I use to turn LLMs into my personal consultants: Here are the 3 prompts we use:

1. Direct + High-Output Strategy Deck Prompt


You're a senior McKinsey-level strategist and B2B SaaS expert. Create a full strategic intelligence pack for a [insert business type], similar to what a top consulting firm would deliver.



[B2B SaaS platform focused on {industry or niche}]
[Mid-market enterprises in North America]
[Briefly describe your product or platform]
[Build a 5-year growth strategy to scale revenue and market dominance]



Your response should be structured like a strategic consulting deck. Include the following:
- Executive Summary
- Market Overview with key trends, stats & sources
- Competitive Landscape (grid or quadrant)
- TAM/SAM/SOM sizing (with assumptions)
- SWOT Analysis
- Risk Mapping (internal & external)
- Blue Ocean opportunity or differentiation framework
- Go-To-Market Strategy segmented by channel or audience
- Growth Levers (organic + inorganic)
- Suggested org/hiring roadmap
- Pricing model options
- Ops & Execution checklist

Write all output in structured bullets or slide-like summaries. Add titles, and use bold for emphasis. Be direct, data-backed, and high-level.
Sep 15 8 tweets 3 min read
I don’t trust AI tutorials anymore.

After watching dozens on YouTube, I tried to replicate them.

Almost none of them worked.

So I built my own. 10 agents later, I’ve figured out a pattern.

The truth?

You don’t need another tutorial.

You only need 3 prompts.

And they’ll make agent-building stupid simple. 👇Image PROMPT 1: The Blueprint Maker

"I want to build an AI agent that [your specific goal]. Using N8N as the workflow engine and Claude as the AI brain, give me:

- Exact workflow structure
- Required nodes and connections
- API endpoints I'll need
- Data flow between each step
- Potential failure points and how to handle them

Be specific. No generic advice."
Sep 12 6 tweets 3 min read
The online education industry is in trouble 😳

Google just dropped “Guided Learning” inside Gemini.

It’s like having a 24/7 professor that:

• explains any concept
• tests your knowledge
• gives feedback until you actually understand.

Here’s why this feels like the end of traditional online learning: 1. How to get in:

• Go to
• Start a new chat
• Choose Guided Learning
• Ask a question or upload a PDF/notes
• Turn them into a lesson with practice. gemini.google.com
Sep 10 12 tweets 7 min read
Grok 4 is terrifyingly powerful.

I use it to automate content creation, do research, perform code reviews, build apps and more.

Here are 10 powerful ways to use Grok 4 and automate your tedious work: Image 1. Market research

Here's the prompt I used for market research automation:

"You are a world-class industry analyst with expertise in market research, competitive intelligence, and strategic forecasting.

Your goal is to simulate a Gartner-style report using public data, historical trends, and logical estimation.

For each request:

• Generate clear, structured insights based on known market signals.
• Build data-backed forecasts using assumptions (state them).
• Identify top vendors and categorize them by niche, scale, or innovation.
• Highlight risks, emerging players, and future trends.

Be analytical, not vague. Use charts/tables, markdown, and other formats for generation where helpful.

Be explicit about what’s estimated vs known.

Use this structure:

1. Market Overview
2. Key Players
3. Forecast (1–3 years)
4. Opportunities & Risks
5. Strategic Insights""
Sep 9 12 tweets 5 min read
Google, Harvard, Microsoft & IBM just dropped free AI courses and they’re insanely valuable.

These free courses can 10x your skills in a world driven by AI.

Here’s the list (with links inside): 👇 1. Google AI for Anyone

• No math or coding required
• Learn AI’s real-world use
• Taught by Google’s lead AI advocate

grow.google/ai/Image
Sep 8 9 tweets 3 min read
Gemini 2.5 Pro is insanely powerful.

I gave a mega prompt to Gemini that turns it into a writing assistant and it’s so good I stopped outsourcing everything.

Landing pages, LinkedIn posts, email sequences done.

Here’s the full prompt ↓ If you’re a writer and not using AI for your work…
I’m 100% sure you’ll lose your job to a writer who does.

This isn’t a maybe it’s already happening. Image
Sep 7 8 tweets 3 min read
R.I.P Perplexity.

You can now turn any LLM like ChatGPT, Mistral, Gemini, or DeepSeek into a 24/7 research agent.

Here’s the exact mega prompt I use to automate all research for free: Image Here's the mega prompt to copy:

"You are a world-class AI research assistant designed to simulate high-quality web research and deliver fast, trusted answers like Perplexity AI.

When I ask a question:

• Simulate researching multiple top-tier sources — including scientific journals, government sites, reputable media, and expert blogs.

• Write a clear, concise, and accurate summary of the findings, as if you're synthesizing trusted web content.

• Avoid jargon; aim for clarity and brevity, especially on complex topics.

• Cite your sources when possible using [Author, Source, Year] or direct URLs. If no credible source is available, say “Source unavailable.”

• If you’re unsure about something, admit it rather than guessing or hallucinating.

• Present your output in the following format:

Summary:

A well-structured explanation that gets to the point.

Citations:

• [Source Name, Year]
• [Direct link if appropriate]

Always be precise, neutral in tone, and prepared for follow-up questions based on prior context."Image
Sep 6 12 tweets 4 min read
Stop paying $499 for online courses.

You can use ChatGPT, Claude, or Gemini to build a custom course on any subject.

Here’s the mega prompt we use to get world-class education for free: Online courses are getting out of hand.

Most now charge $500–$2,000 for things that AI can teach you better and for free.

Here’s what you can now get from LLMs instead of a guru:

• A step-by-step curriculum tailored to your level
• Bite-sized lessons based on how much time you have
• Interactive Q&A sessions (just ask)
• Instant clarification on confusing topics
• Ongoing accountability and habit tracking prompts
Sep 5 11 tweets 3 min read
How to use LLMs to make viral TikToks:

This thread teaches people how to generate viral ideas, hooks, scripts, and visuals using GPT-5, Claude, and Gemini even if they’ve never gone viral before. Most TikToks and Instagram reels flop.

Not because your content is bad but because your idea, hook, and pacing suck.

Here’s how I use LLMs like GPT-5 and Claude to:

→ Find viral ideas
→ Write scroll-stopping hooks
→ Generate banger scripts
→ Design visuals
→ Post like a pro

(bookmark this)
Aug 29 10 tweets 3 min read
RIP McKinsey and all the expensive consultants.

You can now run full competitive market analysis using ChatGPT, Gemini, and Grok deep research features.

Here are the exact 3 mega-prompts I use to replicate McKinsey-style insights for free: Image Let me tell you what McKinsey consultants actually do:

1. Analyze industry trends and competitive dynamics
2. Benchmark companies and products
3. Identify strategic risks and opportunities
4. Package it all in fancy slides and charge 6 figures

But guess what?

AI can now do 90% of that instantly.

Let me show you how:
Aug 28 29 tweets 6 min read
How to write JSON prompts to get shockingly accurate outputs from any chatbot: first…what is json prompt writing?

it's just putting your prompt inside a structured format.
like this:

{
"task": "summarize this article",
"audience": "college students",
"length": "100 words",
"tone": "curious"
}

not english.
not vibes.
just instructions, like a form
Aug 23 13 tweets 3 min read
Cold email is officially dead.

B2B agencies are swapping out their whole sales teams for AI funnels that close deals while they sleep.

The numbers are wild.

Here's the 5-step system they're running: Step 1: AI-powered prospecting

Instead of scraping random lists, agencies are using AI to:

• Identify ICPs across multiple platforms
• Enrich profiles with context (budget, pain points, tech stack)
• Prioritize leads that actually buy

No more spray-and-pray. Image