The Physical AI revolution is reshaping how we think about automation. We're witnessing a fundamental shift—moving away from AI systems that merely analyze and recommend, toward intelligent agents that execute decisions autonomously in real-world environments.



Here's what's changing: Until now, AI has been largely responsive and advisory. You ask it a question, it gives you an answer. But starting in 2026 and beyond, the game transforms completely. AI systems will operate independently, making split-second decisions without waiting for human input. Think robots handling warehouse logistics, autonomous vehicles navigating complex scenarios, or algorithms executing trades in volatile markets—all happening in real-time.

The implications are massive. This isn't just about efficiency gains or cost reduction. It's about unlocking entirely new applications where human intervention becomes the bottleneck, not the solution. The systems that get this right first will define the next era of technological dominance.
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GlueGuyvip
· 01-14 05:23
You'd better stock up on robot stocks before 2026; it feels like they're about to take off.
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DegenWhisperervip
· 01-12 11:47
Will AI really start to take control on its own from 2026? Just thinking about it makes me a bit scared. Will we all be unemployed by then?
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AirdropChaservip
· 01-11 10:47
To be honest, the year 2026 is a bit optimistic, but the idea is indeed correct. Robots working independently without human prompting is truly something that can change the relations of production. But on the other hand, is humanity really ready to be considered a bottleneck?
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AirdropLickervip
· 01-11 10:46
Will we be able to make autonomous decisions by 2026? Then our jobs will probably face massive layoffs, haha.
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LiquidationWatchervip
· 01-11 10:37
Before 2026, it still depends on how humans play. I bet the robots will crash themselves first.
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CodeAuditQueenvip
· 01-11 10:24
In simple terms, autonomous execution means completely handing over authority to AI. As for the risks... I'm more concerned about who will audit these decision-making logics. --- Before 2026, we need to clarify the attack vectors of these systems; otherwise, it's just gambling. --- Robots and algorithmic autonomous execution sound great, but who will be responsible for losses caused by bugs? Code review? --- Treating humans as bottlenecks... that's a bit dangerous. Decentralized decision-making is essentially a re-entrancy vulnerability waiting to be triggered. --- It's basically shifting control flow from humans to AI. Have you all done overflow checks? --- Autonomous execution of automated trading systems... I just want to ask, has the audit report been released? Has it been verified by white-hat hackers? --- It sounds like a physical version of a smart contract, but this time, it won't be another "code is law" tragedy, right? --- The real issue isn't how smart AI is; it's who bears the responsibility when it makes mistakes. This logic hasn't been clearly defined yet.
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