Jensen Huang says computing is no longer pre-recorded or pre-compiled. Traditional software like Excel ran the same for everyone now AI adapts to each user and moment. Every sound, pixel, and output is generated in real time based on context. This requires massively more compute, as software now thinks... before it responds. It marks a fundamental shift: software isn’t static—it’s alive and reactive.show more

Sounds like someone who never operated a large scale distributed system.

I just posted a LinkedIn article about this shift and why VCs and academics are missing this We now have a quantum problem that requires quantum thinking opposed to deterministic thinking. All models we've witnessed are static up to this point. What we are designing for is probablistic and needs to self improved and be designed for emergent behaviour

I think there's insufficient understanding to the fact that a lot of people want a static experience, just one that they like, and they want it to stay that way for a very long time.

Here's the issue though: no one needs this.

Welcome to the world of approximate software, sometimes it works and sometimes it doesn't all while using 100x the power. 😂

SaaS owned by big tech

This is so stupid. Ask an accountant if this sounds like a good idea.

@WesRoth, real-time context generation significantly changes how we think about software development.

If software is now adaptive and context-driven, identity and authentication can no longer be static either. Dynamic systems require dynamic trust models. The real shift isn’t just compute. It’s how we prove presence in real time.

"every sound, pixel, and output is generated in real time based on context" is exactly what smart contracts do for finance. DeFi already proved this model: every interest rate, every liquidation, every swap price is computed in real time based on on-chain context. Jensen is describing crypto's financial architecture but for all of computing

Incredible insight 💙⚡ Software that thinks in real time (alive, adaptive, and reactive) is a whole new era of computing.

jensen is describing the shift from static software to dynamic ai generation. excel runs the same way for everyone, but ai adapts per user per moment. compute requirements are exploding

Ahh and to run it, you will all need my new Nvidia chips. Such a coincidence. :D But honestly that is such a bushtit, ppl want reliable SW that does things they want to do and do it fast. Not SW that will just try to think what you want and x% times do it wrong.

Musk fucked up Twitter so much it cannot even play a video without stuttering

Exciting shift with AI adapting in real-time! It's like software playing chess with us. How do you see this impacting blockchain’s evolution? 🚀

Software is evolving from tools to collaborators. Real-time adaptation changes how we interact, create, and scale ideas. Understanding this shift is how you stay ahead in tech.

The shift from static to adaptive computing is revolutionary! Personalized AI experiences are the future 💻

load of bs

Massively more compute or just making what we already have in place better?

@paracho1

At its core, Jensen Huang is saying exactly this: AI is replacing classical, pre-defined software. Instead of fixed code, systems react situationally and context-aware in real time. Software thinks before it responds. The consequence: you need very few developers.

WesRoth, he leaves out the complexity of balancing real-time generation with performance and resource constraints. Those 'massively more' requirements can often lead to tough engineering trade-offs.

BULLSHIT

I don't think stochastic probabilistic computing can be scientific. That's the issue. Vibe machines and vibe OS etc, cannot be secured, cannot be correct, cannot be formal, cannot be scientific. If everyone's calculator behaves different, how do we trust the math?