Minerva

Agentic DAO Voting System

[Anoy @Anoyroyc]

everyone thought Midjourney was losing the AI image war.. turns out they weren't even fighting it..

while we compared their models to DALL-E.. they were building medical scanners in liquid-filled pods..

the "falling behind" was cover.. David Holz wasn't tweaking diffusion models.. he was hiring radiologists and moving into stealth mode..

those "research delays" were FDA meetings.. the quiet months were clinical trials.. the lack of marketing was intentional..

they just got approval for real-time MRI reconstruction.. 6-hour scans into 6 minutes.. the same AI that made your anime waifus now detects cancer..

the biggest pivot in tech history happened while everyone argued about fingers and text rendering..

they let everyone image war.. so no one would notice them winning healthcare.. $4 trillion vs $40 billion..

we were watching the wrong game entirely..

[Anoy @Anoyroyc]

The biggest mistake i see builders make is chasing the most funded AI trend they have no real feel for.

You need to find the problem you can obsess over longer than anyone else. The top 1% of niche AI builders make more than the median SWE at a big tech company.

To get there, the building has to feel like play.

[Anoy @Anoyroyc]

Claude team shipping updates despite

Mythos and Fable 5 ban like nothing happened

[Anoy @Anoyroyc]

Meta owns 3 billion people's attention every day and somehow still can't figure out how to be cool..

they have the biggest megaphone in human history.. and use it to show you ads for stuff you googled once in 2019..

the company that decides what the world talks about.. can't get anyone to talk about them without cringing..

they own the conversation but lost the plot..

[Anoy @Anoyroyc]

Momentum comes to me in unexpected, almost unplanned ways. It always has.

Every time I have needed a breakthrough - a win, a connection, a push forward - something has shown up. The right person, the right timing.

I never stall for long. Never have.

Never will.

[Anoy @Anoyroyc]

do you understand who actually wins when the government bans social media instead of stopping exam leaks..

the same officials who leaked the papers keep their jobs.. the telecom companies get paid to block apps.. VPN downloads jump 400% overnight..

everybody cashes in except the students who just wanted a real shot at the exam..

the leak made someone rich.. the ban makes someone else rich.. actually fixing it? nobody in charge gets paid for that..

[Anoy @Anoyroyc]

Build in public to kill doubt
Build to sharpen your instincts
Build to ship faster
Build to face failure
Build to find your edge
Build to learn the craft
Build to attract the right people
Build to find your co-founder

[Anoy @Anoyroyc]

imagine paying $200/month for "unlimited" AI coding help.. then hitting a wall mid-project because "20x usage" was marketing spin..

that's what happened to the developer suing Anthropic..

he built everything around Claude.. deployment.. code reviews.. debugging.. his whole stack depended on it being unlimited like they promised..

then mid-sprint.. Claude stops responding.. "usage exceeded".. on his unlimited plan..

turns out "unlimited" meant "20 times normal usage".. and "normal" was whatever Anthropic decided.. buried in terms nobody reads..

now he's stuck.. half his codebase dependent on AI that went dark.. deadlines looming.. clients waiting.. told to wait until next month..

he's suing for $5 million.. calling it straight fraud.. when you call something unlimited then set secret limits.. what else is it..

we're building on platforms that can change rules whenever they want.. your unlimited plan.. your API access.. one terms update away from gone..

the tools we depend on.. don't depend on us back..

[Anoy @Anoyroyc]

Not born with connections
Not handed a roadmap

But you want to ship products that matter?

You will build, baby.
You will build HARD.

Don't let anyone fool you.

[Anoy @Anoyroyc]

Are we gonna make it, fellas??!!

[Anoy @Anoyroyc]

Amazon says they'll be "water positive" by 2030 while burning 2.5 billion gallons right now.. what does that even mean when you're draining 3,800 Olympic pools yearly..

their plan.. keep running data centers that gulp billions of gallons.. but fund projects elsewhere that "return more water than they use"..

drain aquifers in Virginia for AWS.. fund a wetland in Oregon.. call it even..

it's like setting your house on fire but watering your neighbor's garden.. the math works on paper but your house is still burning..

this is corporate accounting now.. you don't fix the problem.. you make the numbers look good..

communities around their data centers face water shortages.. but Amazon's report shows "net positive".. because they paid someone else to save water somewhere else..

they're not reducing impact.. they're moving the accounting around..

[Anoy @Anoyroyc]

I wish to confess that I once believed wholeheartedly in the romantic image of the indie builder life

- late nights shipping features
- viral launches on day one
- and a clear path from idea to traction.

Letting go of that has been hard.

[Anoy @Anoyroyc]

🚨do you understand what Amazon just pulled off.. they invested $33 billion into Anthropic.. found a jailbreak in Fable 5.. reported it to Commerce.. and the government shut the model down..

while Amazon's Nova AI keeps running perfectly fine..

here's what happened.. Amazon didn't just invest in Anthropic.. they got access to their systems.. their vulnerabilities.. under the cover of "partnership"..

someone at Amazon discovers a jailbreak.. a way to break Fable 5's safety controls..

instead of quietly telling Anthropic.. Amazon goes straight to Commerce.. files a formal security report.. flags it as a national threat..

the government panics.. shuts down Fable 5 immediately.. no investigation.. just gone..

meanwhile Amazon launches Nova the same week.. conveniently ready to fill the gap..

they didn't eliminate a competitor.. they used the government to do it.. turned a $33 billion investment into a weapon..

Amazon found the perfect crime.. you don't compete with rivals.. you regulate them out of existence..

if Amazonropic.. they can do it to anyone.. every AI company is one "security report" away from shutdown..

the market isn't free when the biggest player writes the rules

[Anoy @Anoyroyc]

Those who build without understanding the problem will chase every shiny framework, seeking validation and finding a solution in search of a question.

-Builder's trap

[Anoy @Anoyroyc]

🚨 do you understand what Anthropic taking down Fable 5 really means.. this isn't about one model.. this is Day 1 of the playbook..

they're testing how fast they can kill AI tools without anyone fighting back.. most people don't even know it happened..

Fable 5 got too good at things the big players didn't want you to have.. Anthropic pulled the plug.. called it "safety concerns".. the excuse they'll use every time..

but here's what should scare you.. they didn't just kill it.. they memory-holed it.. scrubbed discussions.. made it vanish like it never existed..

this was the test run.. can they make an AI tool disappear overnight without pushback.. without anyone noticing..

it worked perfectly.. most builder existed.. the ones who do call it "responsible AI governance"..

now they know the playbook works.. next time it won't be a small model.. it'll be the tool you depend on.. the automation running your business.. the agent that actually helps..

they're not protecting you from AI.. they're protectingit.. and they just proved how easy it is to take away

[Anoy @Anoyroyc]

It is nonsense to say that all ideas deserve equal weight. Ideas earn credibility through results.

Some frameworks are just wishful thinking dressed up as strategy. I can respect your right to believe them without respecting the beliefs themselves.

[Anoy @Anoyroyc]

🚨 Microsoft put $50 billion into Anthropic.. then immediately banned employees from using it..

the reason is hilarious..

their own security team flagged Claude as a "data leak risk".. the AI they just funded with more money than most countries' GDP..

betting the farm on AI they won't let their own people touch..

here's where it breaks my brain.. Microsoft employees now use ChatGPT instead.. built by OpenAI.. their OTHER $13 billion AI bet..

banned one AI they funded.. to use another AI they funded.. because the first might steal data but the second is fine..

Anthropic sitting there like "you gave us $50 billion but won't let interns use our chatbot?"..

this is buying a restaurant then eating at McDonald's because you don't trust your own kitchen..

the company building AI's future.. won't let Karen from HR ask it about Excel formulas..

these people are deciding how AI reshapes civilization..

[Anoy @Anoyroyc]

A senior dev I worked with called me out for shipping features I wasn't confident in but presenting them like they were bulletproof.

Took me a while to internalize it:

If you've tested it and it works, say it works.
If you haven't, say so, then go test it.

[Anoy @Anoyroyc]

🚨 Claude just ranked #1 in every coding category..

HTML, React, gaming, analytics.. everything..

when one AI can do all the coding work.. who actually comes out on top.. the developers or the companies that just stop hiring them..

we're watching our own jobs disappear and calling it progress..

[Anoy @Anoyroyc]

I'm a builder.

The most successful product isn't the one with the most features.

It's the one with the clearest problem, the fastest feedback loop, and users who actually care.

The best leverage is often the simplest thing.