@timfrancisco@AriaWestcott You’ve already built the iCloudPC/external-drive setup I’m researching. If you also use Photos on a Mac with a 500GB+ library would you compare current options and one unbuilt concept for 10 min No install photo access purchase or compensation.
@afrkml SSD 2 TB vs iCloud 2 TB ini persis studi saya. Apakah Anda juga memakai Photos di Mac dengan pustaka 500 GB+ Jika ya bersedia ngobrol 10 menit dalam bahasa Inggris tentang opsi saat ini dan konsep yang belum dibuat Tanpa akses foto instalasi pembelian atau bayaran.
Use iCloud Photos on a Mac with 500GB+ Have or plan an external drive/NAS and expect to migrate or reduce iCloud use within 6 months Seeking up to 5 people for 10-min product research. No install login photo access purchase or compensation. Reply/DM “migration study.”
@neil_croy Exactly. I actually call this the 'fingerprint of thought.' Extracting and utilizing this fingerprint is the only way to pull the model's output away from the 'mean' and align it with our true intent.🤛
If you miss this, you are missing the whole point.
Everything else is just in service of this core principle. How to get more precise context? How to maintain continuous memory? It all revolves around this single idea.
When building AI-native products, the most critical step is understanding the true nature of AI.
At a fundamental level, AI is simply predicting the probability of the next token. But if we abstract the action of "predicting," we realize something profound:
I’m actively trying to break this cycle. No more letting AI bloat my ideas. Time to touch grass and ship real things.
If you’re stuck in this same loop, let’s talk. Let's hold each other accountable. Drop a 🤝 or DM me.
When you treat AI as an external organ and the friction of building drops to zero—that is the exact moment everything starts falling apart.
A harsh truth I recently realized about the "vibe coding" trap. 🧵👇
You get trapped in an endless loop of "paradigm shifts" and AI-fueled scope bloat. The project gets infinitely iterated, but never sees the light of day. Never gets used by real humans.
It's just phantom progress.
The worst part? A total dopamine hijack.
All the pleasure comes from the moment a new idea pops up in your chat window. The thrill of thinking completely overpowers the grit and joy of actually shipping.
Everything distorts.