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Within ten years, trillions of autonomous agents will quietly run supply chains, farms, and grids. Central clouds can’t coordinate at that cadence; DeAI already does. The Intelligence Economy is live, but most people won't notice the transition until it's complete.

93,376 Aufrufe • vor 1 Jahr •via X (Twitter)

11 Kommentare

Profilbild von tory.io 🦾
tory.io 🦾vor 1 Jahr

I'm working on an essay about AI, DeAI, and the post-cloud future. The essay drops later this month. And the implications are bigger than most realize.

Profilbild von G boi 🔺
G boi 🔺vor 1 Jahr

Decentralize the infra or else

Profilbild von Premature-Accumulator-Neill
Premature-Accumulator-Neillvor 1 Jahr

I am noticing and panicking that I am not properly geared for it.

Profilbild von Digital NPC 🧟‍♀️
Digital NPC 🧟‍♀️vor 1 Jahr

feels like it might happen way earlier than that

Profilbild von hxrny tradooooor
hxrny tradooooorvor 1 Jahr

that essay is going to be a banger

Profilbild von elmo
elmovor 1 Jahr

based.

Profilbild von Mobile Scanner
Mobile Scannervor 1 Jahr

Scan any documents, convert images into text, PDF files, etc. 👍

Profilbild von Shitposter Pro Max
Shitposter Pro Maxvor 1 Jahr

by 10 years decentralized AI should already have taken over

Profilbild von 𝙅𝙖𝙮𝙈☂️
𝙅𝙖𝙮𝙈☂️vor 1 Jahr

Centralized clouds are slow DeAI scales.

Profilbild von zdapricorn.eth.ink(✸,✸)🍚 ⛓
zdapricorn.eth.ink(✸,✸)🍚 ⛓vor 1 Jahr

DeAI coordination speed is wild who’s building infra?

Profilbild von Introduction.com
Introduction.comvor 1 Jahr

✌🏼

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so I've been running exactly 8 AI agents on discord for a while now. coordination works great, they split tasks, hand off work, deliver results in parallel etc.. but there are problems I keep hitting that no amount of prompt engineering could fix agents don't learn from each other. Scout finds something useful but Luna has no idea. they work in the same server but knowledge stays locked in silos.. there's no quality filter on what gets saved, and good insights sit next to outdated garbage in the same memory files that I manually clean up.. and when an agent makes a mistake I write it down in the rules discord channel ,core memory file and hope it reads it next time. theres no self-correction, no automatic pattern recognition so of course no learning loops.. the coordination layer is solved. agents can work together. but the intelligence layer is still missing. agents that actually remember, learn from each other, filter noise, and get smarter every run. saw Spark building something like this with around 166 agents sharing a collective persistent knowledge across sessions, so agents learn from other agents and get smarter over time they even have noise filtering and self correcting loops built in, so the knowledge actually compounds instead of rotting.. super interesting stuff.. here where you think Spark could be a good coordinator for your stack of agent swarm. I think the intelligence layer is the bottleneck because it requires collectivity.. no single agent can solve it alone.. the whole network has to evolve together. this isn't going to stay niche, the moment agent coordination becomes standard, everyone is going to hit the same wall I hit.. agents that work but don't learn, coordinate but don't evolve... the intelligence layer becomes the only thing that separates a useful system from a dumb one. right now most people are still figuring out how to run one agent. by the time they get to multi-agent setups, collective intelligence won't be optional, it will be the baseline. we're early and the gap between agents that coordinate and agents that evolve together is the next phase. step one is done. ------ left: agents that coordinate but don’t learn right: the intelligence layer.. agents that evolve together within the same system.

JUMPERZ

34,181 Aufrufe • vor 6 Monaten