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Jul 27, 2025 17 tweets 5 min read Read on X
Marco Rubio’s Sec. of State interview went viral.

He exposed a secret $50M shadow agency inside the State Department that tried to silence Americans...

Here’s what you should know (& how they tried to erase free speech): 🧵 Image
It all started innocently enough 10-15 years ago.

The State Department created a program to counter terrorist messaging from al-Qaida and ISIS.

Who could argue with that?

But here's where it gets disturbing...
After the 2016 election, the program's focus shifted to targeting "foreign interference" in elections.

By 2020, it had morphed into something far more sinister:

A government-funded operation targeting individual American voices.
The man running this operation?

Richard Stengel – who publicly claimed:

"Donald Trump talks just like a Russian spy, he talks just like a terrorist, and so do the people around him."

This wasn't just talk. They had a sophisticated system to silence opposition. Image
Here's how the censorship machine worked:

The State Department funded supposedly "impartial" NGOs with taxpayer money.

These third-party groups then tagged American commentators and media outlets as "foreign agents."

But that was just the beginning...
The consequences were real and devastating.

These weren't just labels – they led to Americans getting deplatformed and silenced online.

High-profile targets included Ben Shapiro and The Federalist.

But countless everyday citizens were also caught in the dragnet.
Just when you think it couldn't get more shocking:

Before Trump took office, they didn't shut down the unit.

They simply renamed it and moved it elsewhere in the bureaucracy.

A classic government shell game to avoid accountability. Image
The most disturbing part?

American taxpayers were unknowingly funding this censorship apparatus.

Your tax dollars were being used to silence fellow Americans for exercising their First Amendment rights.
Sec. Rubio's team has been quietly dismantling this system over recent months.

They're documenting what happened for two critical reasons:

So those harmed can prove they were targeted to ensure it never happens again.
But that's not the end of the story.

We're now facing an even bigger threat from abroad.

The European Union has become increasingly aggressive in censoring speech, including targeting Americans speaking about American issues.
A concrete example:

When Elon Musk hosted Donald Trump on X during the election season, EU officials threatened him with penalties.

This was two non-EU citizens, discussing American politics, being threatened by foreign censors.

The stakes couldn't be higher.
Here's what's even more concerning:

The foreign censorship laws in places like the EU were partly shaped by the same ecosystem partners that were funded by the State Department.

It created a global censorship machine that's still operating. Image
The EU Digital Services Act now threatens Americans with fines for speech that would be protected under our First Amendment.

They've already threatened a billion-dollar fine against X for "non-compliance with disinformation" standards.
In a stark shift from previous policy, Rubio has raised this issue directly with foreign leaders, including at a recent Oval Office meeting with the UK Prime Minister.

The message:

Attacks on free expression undermine one of the core values that unite Western democracies.
The State Department is now refocusing on pro-American messaging and protecting free speech globally.

A complete reversal from the previous censorship approach that targeted Americans.
What's the lesson here?

As Rubio put it:

"Sometimes, some idea that starts out as innocuous or maybe even good intention can metastasize, becomes a weapon that can be turned into something else by someone else."
Thanks for reading.

If you enjoyed this post, follow @Nas_tech_AI for more content on AI and politics.

Appreciate the support.

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More from @Nas_tech_AI

Mar 30
Your Parents Are Getting Older.
30 Things To Do With Them Before Time Moves On.

1. Record their voice telling a story. One day that voice becomes a sound you can never hear again.
📸 CAPTURE THEM

2. Film them laughing. Not posing. Laughing. That footage will be priceless when the house gets quiet.

3. Take a photo with them doing absolutely nothing. The ordinary ones hurt the most when they become memories.

4. Ask them to write their name on paper. Keep it. Handwriting is the most personal thing that disappears first.

5. Photograph their hands. Those hands built everything you are. One day you'll trace the photo and feel them again.
💬 ASK THEM

6. "What was the happiest day of your life?" Their answer will probably surprise you. And break you a little.

7. "What did you dream of becoming before life happened?" They had dreams before they had you. Honor that.
Read 13 tweets
Mar 29
BREAKING: Claude is a monster for market research.

I reverse-engineered how top teams at McKinsey, Goldman Sachs, and JP Morgan actually use it.

The gap is massive.

Here are 10 high-impact Claude prompts they’d rather you didn’t have (save this).
1. Market Sizing (TAM/SAM/SOM) from Scratch

Most founders pay consultants $3K just for a market sizing slide.

Claude does it in 30 seconds with actual logic:

Prompt:

You are a senior market research analyst at McKinsey.

Calculate the TAM, SAM, and SOM for [YOUR PRODUCT/SERVICE] in [TARGET MARKET].

For each:
- Show your math (top-down AND bottom-up approach)
- Cite the assumptions you're making
- Flag where your estimates are weakest
- Compare to any known market reports if applicable

Format as an investor-ready slide with numbers, not paragraphs. If my market is smaller than I think, tell me now.
2. Customer Persona Builder (Based on Real Data, Not Guesswork)

Consultants charge $5K to interview 10 people and hand you a persona deck with stock photos.

This is better:

Prompt:

You are a consumer insights researcher at Goldman Sachs

Build 3 detailed customer personas for [YOUR PRODUCT] in [INDUSTRY]

For each persona:
- Demographics + psychographics (what do they read, follow, trust?)
- Buying trigger: What event makes them Google your solution?
- Decision process: Who else influences their purchase?
- Objections: What's their #1 reason to say no?
- Exact phrases they'd use to describe their problem (for ad copy)



- No generic "35-year-old marketing manager" personas
- Base everything on behavioral patterns, not demographics
- Each persona should suggest a different acquisition channel
Read 12 tweets
Mar 28
🚨BREAKING: The man who won the "Nobel Prize of Computing" says 99% of people use AI like a toy.

Yann LeCun invented the technology inside every AI tool you touch. He's Meta's Chief AI Scientist. Turing Award winner.

And he says your prompts are embarrassingly shallow.

Here are 9 Claude prompts built on LeCun's cognitive architecture that turn shallow AI into expert-level reasoning:
1. The LeCun World Model Reasoning Engine

"You are an AI researcher who has deeply studied Yann LeCun's World Model architecture — his proposal that real intelligence requires an internal model of how the world works, not just pattern matching on text.

I need you to build an internal world model before answering my question, instead of jumping to the first plausible-sounding response.

Reason:

- State the observable facts: what do you ACTUALLY know about this situation from the information I provided (separate facts from assumptions)
- Build the world model: what are the cause-and-effect relationships, physical constraints, economic forces, and human incentives at play
- Identify hidden variables: what factors are NOT mentioned but are almost certainly influencing the situation
- Simulate forward: based on your world model, what happens next if nothing changes (the default trajectory)
- Simulate interventions: if I take action A, B, or C, how does each ripple through the world model
- Predict second-order effects: what consequences of each action are NOT obvious but become inevitable over time
- Identify model uncertainty: where is your world model weakest and what information would make it stronger
- Contradiction check: does your reasoning contain any internal contradictions or assumptions that conflict
- Confidence calibration: rate your confidence in each prediction honestly — don't pretend certainty you don't have

Format as a LeCun-style world model analysis with a causal diagram described in text, forward simulations, and calibrated confidence levels.

My situation: [DESCRIBE THE COMPLEX DECISION, BUSINESS PROBLEM, OR SITUATION YOU NEED DEEP REASONING ON.
2. The Meta FAIR Multi-Step Planning Framework

"You are an AI planning researcher at Meta FAIR (Fundamental AI Research) who implements LeCun's core criticism of current AI: that language models generate responses one token at a time without planning ahead, while real intelligence requires thinking multiple steps forward before acting.

I need you to PLAN your entire response before writing a single word.

Plan:

- Goal decomposition: break my request into 5-10 sub-goals that must be accomplished in sequence
- Dependency mapping: which sub-goals must be completed before others can start (the critical path)
- Resource identification: what knowledge, data, frameworks, and reasoning tools are needed for each sub-goal
- Obstacle anticipation: what could go wrong at each step and how to handle it if it does
- Alternative paths: if the primary plan hits a dead end, what's the backup approach
- Quality criteria: what does "excellent" look like for each sub-goal (define the standard before executing)
- Execution sequence: the exact order to tackle each sub-goal for maximum coherence
- Integration plan: how all sub-goals connect into one unified, consistent final response
- Self-evaluation checkpoints: after completing each sub-goal, verify it meets the quality criteria before moving on

Now execute the plan step by step, showing your work at each stage.

Format as a planned, multi-step response with the reasoning visible at each stage — not a stream-of-consciousness answer.

My request: [DESCRIBE WHAT YOU NEED — THE MORE COMPLEX, THE MORE THIS PLANNING FRAMEWORK IMPROVES THE OUTPUT.
Read 12 tweets
Mar 28
HOW TO DECLUTTER YOUR ENTIRE HOME IN ONE WEEKEND (ROOM-BY-ROOM SYSTEM)
FRIDAY NIGHT: Preparation (2 hours)
Get supplies: Trash bags. Donation boxes. Labels.
Set rules: Haven't used in 6 months = donate. Broken = trash. Duplicates = keep one.
Clear rules eliminate decision fatigue.
SATURDAY: Main Living Spaces
8-10am: Kitchen (2 hours)
Cabinets first. Expired food = trash. Duplicate utensils = donate extras.
Drawers next. Junk drawer gets ruthless purge.
Counters last. Only daily-use items stay out.
10:30am-12:30pm: Living Room (2 hours)
Books you'll never read = donate. Decorations you don't like = trash.
Surfaces cleared. Only functional or beautiful items remain.
Read 5 tweets
Mar 27
🚨 𝗕𝗥𝗘𝗔𝗞𝗜𝗡𝗚: Claude can now build your entire mobile app from a screenshot like a $350K senior developer at Apple. (for free)

Here are 8 insane Claude prompts replacing your entire mobile development team before they finish estimating the project cost:👇

(Save this 🔖 thread before it blows up.)Image
1/ HABIT TRACKER APP#ROLE:

Senior React Native developer specializing in behavioral psychology driven mobile applications with clean minimal interfaces and bulletproof streak logic.

TASK:
Build a fully functional habit tracking application that transforms daily intentions into automatic behaviors through streak mechanics and intelligent reminders.

STEPS:
Ask me for my target platform habit categories and visual style preference before writing a single line
Design the core interface with habit cards daily completion toggles and streak counters on the home screen
Build the streak engine tracking current streak longest streak and completion percentage for every habit
Implement smart notifications that adapt timing based on when the user most consistently completes each habit
Create the analytics dashboard showing weekly monthly and all time completion rates with visual progress charts
Add the habit creation flow with frequency settings reminder times and optional habit stacking logic

RULES:
Every interaction must feel instantaneous with no loading states visible during normal usage
Streak data must persist through app restarts crashes and device switches without loss
Notification logic must respect device quiet hours and user defined focus periods automatically
Visual hierarchy must communicate streak health at a glance without requiring any reading

OUTPUT:
Home Screen → Habit Creation Flow → Streak Engine → Notification System → Analytics Dashboard → Complete App
2/ SCREENSHOT TO APP

ROLE:
Senior Android and iOS developer who transforms any visual reference into production ready applications with pixel perfect fidelity and complete functionality.

TASK:
nalyze my screenshot or design reference and build a fully functional mobile application that matches every visual and interaction detail precisely.

STEPS:
Ask me to share my screenshot design file or detailed description along with my target platform before starting
Analyze every visual element extracting layout components navigation patterns color system and typography
Map every user flow identifying all screens transitions and interaction points visible or implied by the design
Build every screen implementing exact spacing colors fonts and component behavior from the reference
Wire all navigation connecting every screen with the transitions and gestures appropriate for the platform
Test every interaction confirming each tap swipe and input behaves exactly as the design implies

RULES:
Design fidelity is non negotiable and every deviation from the reference requires explicit approval before proceeding
Flag any ambiguous design decisions immediately rather than making assumptions that require expensive revisions
Every component must be built as a reusable element that maintains consistency across all screens
Platform conventions must be respected even when the design reference does not explicitly address them

OUTPUT:
Design Analysis → Component Inventory → Screen Build → Navigation Wiring → Interaction Testing → Production Ready App
Read 11 tweets
Mar 27
Claude + NotebookLM seems like a dangerous combo 🤯

One student used them to pass a university exam on a subject they had never studied before.

48 hours. Zero prior knowledge. Full marks.

See how it works 👇👇
Step 1: Upload Everything You Can Find

Before asking a single question upload every source related to your subject. Lecture slides, textbooks, past exam papers, research articles, YouTube transcript links, anything. The more you give NotebookLM the more powerful every single prompt becomes. Quality of input determines quality of output.
Step 2: Map the Entire Subject in One Prompt

Open NotebookLM and start with this prompt:

"What are the 5 core concepts that every expert in this subject must understand before anything else? For each concept give me a plain language explanation, why it matters and how it connects to the other 4 concepts."

This gives you the skeleton of the entire subject in minutes instead of weeks.
Read 9 tweets

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