right now is the greatest opportunity to leverage disproportionate energy and resource subsidies.
AI companies offer us huge energy subsidies in the form of work and intelligence for minimal cost. a $30 claude subscription can be maxed out to possibly use hundreds of dollars of power and data, for cheap.
leverage this gap while you can.
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335
X is just a bunch of AI data-farms convincing eachother we making bank but we really sitting at our laptops waiting for hotspot to connect.
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can we cancel email culture?
i don’t understand how something so latent and inconvenient is the official/professional platform of communication.
its slow, can’t carry much data, inconvenient and required jargon and bloat content like “yours sincerely” etc, text or phone call seems so much more appropriate.
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169
Best function @UseVirio could offer?
1: Decentralised, 0-Permission Subscription Billing Infrastructure
2: Decentralised, 0-permission Usage-Metered automatic billing.
3: Decentralised, 0-Permission Per-Request Billing
btw it will have all of it.
change of plans:
$VIRIO token will be launched publicly, instead of a capital raise.
over-time token value will strategically fund protocol auditing.
will have docs out soon.
It’s data farming & a Human-in-the-loop validation technique for machine learning. Everybody should know about what captcha really is.
176
lol we have a tool to enhance and advance technological power, and we’re sulking because books that will never be read are being compiled to summarised data sets for more convenient access.
This is like whinging that we are erasing steam engines in cars because big petrol are using a better source of fuel for faster and more efficient cars.
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The direction of the worlds finance is bleak, unpredictable and out of societies control.
Online money means institutions and governments control your agency input/output. This is a massive risk, it’s also the definition of ownership and slavery, nobody should ever decide how your assets are used or transferred.
Online money should be self-sovereign and uncontrollable to anybody but the owner.
@UseVirio
149
I’m curious if there will ever be a standout moment of advancement that accelerates a frontier model way ahead of every other timeline. Right now AI (especially code tools & generative AI) is a battle of 4-5 companies each poking ahead of eachother. But when will somebody unlock the ultimate accelerant and fly past the timeline?
Fascinating to watch.
164
> be Kimi
> hear “Chinese open-source models are years behind” every week
> ship Kimi K3
> top the Frontend Code Arena
> outperform Opus 4.8 on every benchmark
> Fable 5 level coding but Sonnet price
> release the weights for everyone
this is the open source ChatGPT moment.
Introducing Kimi K3: Open Frontier Intelligence
🔹 2.8 Trillion Parameters, 1 Million Context, Native Multimodal
🔹 Kimi Delta Attention enables up to 6.3x faster decoding in million-token contexts
🔹 Attention Residuals deliver ~25% higher training efficiency at <2% additional cost
🔹 Built for long-horizon agentic coding and self-evolving workflows
Kimi K3 is now live on on Kimi.com, Kimi Work, Kimi Code, and the Kimi API.
Open Weights by July 27, 2026.
🔗 API: platform.kimi.ai
🔗 Tech blog: kimi.com/blog/kimi-k3



























