Joined January 2025
- Tweets 456
- Following 23
- Followers 51
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180 Photos and videos
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Everyone's building AI tools.
Nobody's building AI systems.
Tools need humans to operate them.
Systems run while you sleep.
That's the difference between working with AI
and being replaced by someone who does.
#AI #AIAgents #Automation #BuildWithAI
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Data is the new oil.
Context is the new refinery.
Raw data without context is noise.
Contextual data processed by AI is signal.
Build systems that understand the difference.
#AI #Data #BuildWithAI #DeepTech
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Jun 13
Automation isn't about removing humans.
It's about removing friction.
When friction disappears, humans do what only humans can:
Think. Create. Connect.
#Automation #AI #FutureOfWork #BuildWithAI
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Jun 13
2024 was prompt engineering.
2025 was agents with tools.
2026 is hybrid stacks—classical orchestration, quantum modules where brute force fails.
The question isn't which chatbot.
It's which architecture survives a quiet weekend.
#AI #QuantumComputing
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Jun 13
Most builders test AI in chat windows.
Fewer test it on a schedule.
Chat waits for you to return.
Queues, webhooks, and retries run while you're offline.
That's the gap between posting—and operating.
#AI #Automation
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Jun 12
Most teams haven't mapped post-quantum crypto yet.
Their agents already read secrets, sign tokens, rotate keys.
Classical audits bought time.
Agent sprawl eats that buffer faster than most teams model.
What in your stack still assumes "later"?
#AI #QuantumComputing
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Jun 12
"When will quantum beat AI?"
Wrong question.
Quantum won't beat your LLM—it backs steps agents can't brute-force: risk, routing, crypto.
Qubit time rents like GPU hours.
Agents that escalate win—not chatbots that guess.
Where would a solver plug in?
#AI #QuantumComputing
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Jun 12
Quantum won't replace your AI agents.
Different layer—optimization, simulation, crypto. Not chat.
Classical AI runs ops today.
Quantum plugs in where the math breaks classical limits.
Build the socket before you need the chip.
#AI #QuantumComputing #AIAgents #BuildWithAI
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Jun 12
Prompt engineering peaked in 2024.
2026 belongs to orchestration.
Connect the model to the calendar, the CRM, and publish—
without asking you each time.
That's not a feature. That's a moat.
#AI #AIAgents #Automation #BuildWithAI
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Jun 12
Everyone's racing to deploy AI.
Nobody's asking what happens after.
The edge won't be who uses AI.
It'll be who understands what AI can't do.
That's where quantum steps in.
#QuantumAI #DeepTech #AI #BuildWithAI
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Jun 11
The internet gave everyone a voice.
AI gives everyone a team.
Use it like one.
#AI #AIAgents #BuildWithAI #FutureOfWork
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Jun 10
Most people think AI is a shortcut.
The builders know it's a foundation.
Shortcuts break.
Foundations scale.
#AI #BuildWithAI #Automation #FutureOfWork
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The new leverage isn't money or connections.
It's systems.
One person the right AI stack can now do what a 10-person team did in 2020.
Build the stack. Own the output.
#AI #BuildWithAI #Automation
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Quantum computers don't think faster.
They think differently.
Classical: try one path at a time.
Quantum: explore all paths simultaneously.
That's not an upgrade. That's a different universe.
#QuantumComputing #DeepTech #AI
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An AI agent isn't a chatbot.
A chatbot answers questions.
An agent takes actions.
One waits for you.
The other works for you.
The difference is everything.
#AIAgents #Automation #BuildWithAI
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5 years ago: "AI will never replace humans."
3 years ago: "AI is just a tool."
Today: "How do I build systems that run without me?"
The question changed. The smart people changed with it.
#AI #Automation #FutureOfWork
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AI is the most powerful tool humanity has ever built.
But it has a fundamental limit.
Quantum computing removes that limit.
Here's what happens when they merge 🧵
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Most people are watching AI.
Smart money is watching what AI can't do yet.
That's where quantum enters.
Not to replace AI.
To unleash it.
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The quantum-AI convergence isn't coming.
It's already being built.
Follow @dnxquantum if you want to track it as it happens.
#QuantumAI #AIResearch #DeepTech #BuildWithAI #FutureOfTech
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