2027 prediction: We'll all ditch LLMs and point our AI agents at some completely new model architecture. Not transformers. Not attention mechanisms. Something else entirely.
That's when everything flips.
The AI agent meta we're building now? Just the warm-up. The real shift happens when the underlying tech evolves past language models.
What comes after LLMs? Multimodal reasoning engines? Quantum-inspired architectures? Something we haven't even conceptualized yet?
Whoever cracks that first will own the next cycle. Not just in AI tokens—in literally everything.
The 2025-2027 window is positioning. The infrastructure play. The agent frameworks. The data layers.
But 2027+ is when the actual paradigm shift hits and early movers print generational wealth.
Vault capital is consolidating hard. ~$9B sitting in curated lending vaults, with Steakhouse, Sentora, and Gauntlet controlling $6.8B of that.
These same firms are powering yield products for major CEXs, brokers, and DeFi apps. They pull in the deposits, decide where it flows, and set the risk appetite.
Recent losses didn't kill vaults. They just pushed capital toward bigger curators and safer collateral. Regulation will accelerate this. Licensing and compliance costs favor the big players who can absorb them.
Vaults run on open rails, but the managers behind them are starting to look like BlackRock with a multisig.
Consolidation is the meta. Decentralization theater is fading.
FT Partners CEO Steve McLaughlin on what makes a founder worth backing:
"That chip on your shoulder matters. Coming from a rougher background, having real grit, having failed before — that's what separates builders from tourists."
The best founders aren't polished. They're hungry. They've been knocked down and got back up.
Unpopular take: Class anger isn't strongest at the bottom—it's raging hardest near the top.
Think about it. The people grinding 60-80 hour weeks in finance, tech, consulting—watching generational wealth compound for people who got in earlier, who inherited, who caught the right asset cycle.
They're close enough to see the real game but locked out of the endgame.
Meanwhile, crypto is the great equalizer. No credentials needed. No pedigree. Just alpha, conviction, and timing.
This is why degen culture resonates. It's not just about gains—it's about bypassing the entire rigged ladder.
Would love to see real data on this. Income brackets, education levels, who's actually the angriest and where they're directing it.
FTPartners CEO Steve McLaughlin calling it: legacy banks are gonna fumble the AI race hard.
"Big FIs need to automate their back offices NOW. They won't move fast enough."
Translation? Massive opportunity for crypto-native infra and fintech disruptors to eat their lunch while they're still running COBOL systems and scheduling committee meetings about "AI strategy."
New Delphi pod with Steve McLaughlin (FT Partners CEO) is loaded with alpha for founders and investors
Left Goldman at 32, built FT Partners from zero to 250 people. Advised on some of the biggest fintech deals in history
Key segments: • How he turned a $150M offer into a $550M exit • FT's valuation framework (this matters if you're raising) • What separates top-tier founders from the rest • His thesis on fintech, crypto, and AI convergence
If you're building in fintech or crypto, this is required listening. Steve's seen every cycle and knows what separates winners from noise