Sam Altman predicted the first one-person billion-dollar company.
Matthew Gallagher built a $401M company in year one with $20,000, AI tools, and zero employees.
This year he's on track for $1.8B. With 2 people.
The playbook has changed:
Old path:
- Come up with an idea
- Fundraise from friends or VCs
- Hire a team
- Build the product
- Hope it works
New path:
- Start with an audience (X, Instagram, TikTok)
- Vibe code something for that audience
- Build a community around it
- Automate fulfillment with AI agents
- Repeat
That's the new barrier to entry is a laptop and an idea.
Matthew Gallagher built a $401M company in year one with $20,000, AI tools, and zero employees.
This year he's on track for $1.8B. With 2 people.
The playbook has changed:
Old path:
- Come up with an idea
- Fundraise from friends or VCs
- Hire a team
- Build the product
- Hope it works
New path:
- Start with an audience (X, Instagram, TikTok)
- Vibe code something for that audience
- Build a community around it
- Automate fulfillment with AI agents
- Repeat
That's the new barrier to entry is a laptop and an idea.
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BREAKING 🚨: Google released Gemma 4 in 4 different variants: 31B, 26B MoE, 2B and 4B!
Offline on-device AI apps got a huge upgrade!
Offline on-device AI apps got a huge upgrade!
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Core Ai News
Photo
Do you have ?
RTX 3090, 4090, 5090
MacBook Pro 24-96 GB
DGX spark
Y’all are eating good today, new local SOTA just for you.
RTX 3090, 4090, 5090
MacBook Pro 24-96 GB
DGX spark
Y’all are eating good today, new local SOTA just for you.
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ChatGPT voice mode can now be used in CarPlay on iOS 26.4+
Needs testing 👀
Needs testing 👀
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BREAKING 🚨: OpenAI aquired @tbpn daily live show!
“It’s one of the places where the conversation about AI and builders is actually happening day to day. A lot of you already watch it, and rely on it to stay close to what’s going on.”
“It’s one of the places where the conversation about AI and builders is actually happening day to day. A lot of you already watch it, and rely on it to stay close to what’s going on.”
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MUST READ: there's a reason why some people profit from new AI releases on day 1 while you're still watching tutorials...
they don't know the tools better than you, they know the principles
a software engineer gets almost the same quality from Claude Code, Codex and OpenCode... because he understands what's happening under the hood
an artist switches from midjourney to nano banana pro and the output stays fire... because they trained their eye, not their muscle memory on one UI
the past few weeks have been chaos on X
new model drops, new SaaS trending, new MCP server "changing the game" EVERY SINGLE DAY
if you chased every shiny thing you'd have switched your entire workflow 5 or 6 times
and you'd be starting from zero each time
here are some of the core principles you need to master:
> how LLMs fail (hallucinations, context limits, token behavior)
> how to structure instructions models actually follow
> how to design agent systems and prompt architecture
> how reasoning works, how deep research functions
learn them once & apply them everywhere
they don't know the tools better than you, they know the principles
a software engineer gets almost the same quality from Claude Code, Codex and OpenCode... because he understands what's happening under the hood
an artist switches from midjourney to nano banana pro and the output stays fire... because they trained their eye, not their muscle memory on one UI
the past few weeks have been chaos on X
new model drops, new SaaS trending, new MCP server "changing the game" EVERY SINGLE DAY
if you chased every shiny thing you'd have switched your entire workflow 5 or 6 times
and you'd be starting from zero each time
here are some of the core principles you need to master:
> how LLMs fail (hallucinations, context limits, token behavior)
> how to structure instructions models actually follow
> how to design agent systems and prompt architecture
> how reasoning works, how deep research functions
learn them once & apply them everywhere
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anthropic just bought an ai drug design company for $400M, soon claude will be able to:
- identify your medical issue
- design a drug to cure it.
- experiment and manufacture the drug
- deliver that drug to you
pharmaceutical R&D is worth $250B alone. dario wants to automate all of it
- identify your medical issue
- design a drug to cure it.
- experiment and manufacture the drug
- deliver that drug to you
pharmaceutical R&D is worth $250B alone. dario wants to automate all of it
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local LLM's would be insanely useful in an event that cuts us off from the internet, for example a world war...
would give you unlimited access to medical & survival info
i can't think of a single argument against getting a local LLM + off-grid solar panel + battery setup together
there's lowkey a million dollar product idea here
would give you unlimited access to medical & survival info
i can't think of a single argument against getting a local LLM + off-grid solar panel + battery setup together
there's lowkey a million dollar product idea here
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Core Ai News
🚨 BREAKING: Someone just open-sourced a full offline survival computer with → Local AI models via Ollama → Full Wikipedia archives via Kiwix → Offline maps via OpenStreetMap - Everything runs locally on your hardware. More info - https://t.me/CoreUtil/47
As someone who experienced internet blockade thrice because of riots.💥
This is the coolest project I saw this month.
https://t.me/CoreAti/1551
This is the coolest project I saw this month.
https://t.me/CoreAti/1551
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A new study from Wharton researchers found that many people now "surrender" their thinking to AI.
When given wrong answers from AI, users followed them about 80% of the time. Their accuracy got worse than if they had worked alone. Yet they felt more confident anyway.
The study calls this "cognitive surrender."
AI acts like a third way of thinking that can replace our own effort.
When given wrong answers from AI, users followed them about 80% of the time. Their accuracy got worse than if they had worked alone. Yet they felt more confident anyway.
The study calls this "cognitive surrender."
AI acts like a third way of thinking that can replace our own effort.
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Google CEO Sundar Pichai says we're just a decade away from a new normal of extraterrestrial data centers.
"There's no doubt to me that a decade or so away we'll be viewing it as a more normal way to build data centers."
"There's no doubt to me that a decade or so away we'll be viewing it as a more normal way to build data centers."
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