James Quinn

[James Quinn @Teach_Theta]

@ThetaUniv @elonmusk @SpaceX @Theta_Network @AWS @elonmusk give it a try buddy. You won’t regret it

[Theta Network @Theta_Network]

It has never been clearer that we are now in the era of inference. New frontier models, like Kimi K3, hitting the headlines obscure that really important fact.

Until recently, much of the industry’s infrastructure investment and attention was focused on training frontier models. As adoption expands, a growing share of compute demand is shifting toward inference. Serving these models at scale requires increasing amounts of compute.

The thing with inference is that not every workload requires top-tier datacenter GPUs. Many smaller, distilled and quantized models, as well as latency-tolerant or parallelizable workloads, can run economically on consumer- and prosumer-grade hardware. One of Theta’s important and distinguishing value propositions is our global edge network of consumer- and prosumer-grade GPUs. These GPUs are not suited to large-scale frontier-model training. However, they can be well suited to the high-volume inference workloads generated by everyday use of these models.

As demand for inference grows over the coming months & years, Theta is well positioned to take advantage of this industry change.

We’ll be talking a lot more about this very soon and how our community and global network of GPUs are ideally positioned for this moment.

Read more from @McKinsey on the move toward inference here: https://t.co/HvjVBdc3tP

[James Quinn @Teach_Theta]

Go Score Beo. Best way to follow games by a mile

[Score Beo @Score_Beo]

⭐️COMPETITION TIME⭐️

Thanks to @AllianzIreland Official sponsors of the All Ireland Football Championship, we have 2 tickets to give away for the All Ireland Final 🏆

To enter:
1. Follow @allianzireland & @scorebeo
2. Retweet this post!

Winners announced in the next in 4 Days🤝

[Joe Stevens @StevensJoe11]

☁️ 🔥🛢🔥 ☁️

Theta EdgeCloud is particularly well suited for inference heavy use cases and cost sensitive fine tuning/experimentation, the exact area where Chamath's token spend is exploding with little ROI.

For the absolute largest frontier model training runs (massive synchronized clusters needing ultra-low latency interconnects like NVLink/InfiniBand at scale), specialized centralized providers still have an edge today. But the hybrid model is evolving fast, and for the vast majority of production AI workloads, the cost/performance ratio here is compelling.

Chamath's company, and plenty of others, are feeling the pain of traditional cloud economics right now. Platforms that unlock cheaper, distributed GPU capacity while keeping things usable are going to get a lot of attention in 2026–2027.

This kind of decentralized hybrid edge approach is one of the more practical ways to fight back against those doubling costs.

Worth a look at https://t.co/3gBmXuCsg4 if the numbers Chamath shared are hitting close to home.

@_The_Prophet__

https://t.co/Vkub49fghQ

[Angel French @AnaniBeaumont]

Saw this from Jensen Huang and had to share.

“But in the end, it was the last six months where everything came together, and now finally AI is useful. And when AI is useful, every company in the world, every enterprise in the world wants to get their hands on it… and the question now is how?”

“…When you have cost-effective intelligence, people just use more of it. When you have a cost-effective agent, then you can iterate across a larger search space. And as a result, the answer could actually be better.”

He explains that the real magic isn’t just the model…it’s the harness you put around it. A harness is basically all the extra stuff you add…your private data, custom tools, memory, and instructions… that turns a basic AI into a smart, specialized agent that actually knows how to do your specific work.

So how do these new harnesses for millions of people and enterprises line up perfectly with Theta?

Cost. Run. Scale. Works.

While LangChain and others build the harnesses, Theta EdgeCloud provides the decentralized, cost-effective compute layer to actually run them at scale and make it all work.

Node runners earn Tfuel for powering it.

Theta didn’t just pivot to the “useful AI” and “harness” trend.. we started patenting and laying the groundwork back in 2021 with the Edge Network and edge-computing patents, then went all in on agents and their dynamics with Metachain in 2022.

Theta is the decentralized pivot to Jensen’s ‘How’

I wasn’t thinking about all this back then… and honestly, not many others (if any) were building real decentralized agent ecosystem solutions either.

feeling bullish on where this is headed. What do you guys think? 🩵 nfa obv;)

[Malachy Clerkin @MalachyClerkin]

God, this is great. Maurice Brosnan at Paul Clancy’s send off.

https://t.co/kZ22HWBsTS

[Jed McCaleb @JedMcCaleb]

Stellar continues to be one of best blockchains for real world use.

[Angel French @AnaniBeaumont]

Google Spark 24/7 Agents are here for retail! 🤓

Yes… Theta’s HYBRID model is built for exactly this kind of overflow and smart routing.

Google subsidizes the front-end costs for consumers, but backend compute costs get quickly strained . The demand may be bigger than Google Cloud can handle alone… their own CEO has said cloud revenue would have been even higher if they could fully meet demand.
(Google just dropped their pass numbers… quadrillions of tokens a MONTH, 900 million users, 7x more growth).

This PROVES demand is here and it’s definitely going up because today is the worst agents will be. Spark and the agent wave are bullish long-term for AI infrastructure plays like Theta and just added a powerful story in a tough economy.

But they won’t “save” retail spending or guarantee a quick crypto bull run if macro headwinds (inflation, cautious hiring, geopolitics) dominate. AI investment is one of the brighter spots right now. NFA.

Thetas play isn’t competing with Google’s retail agent app. It’s supplying the cheaper backend plumbing or even overflow for everyone else riding the agent wave — including all the companies building on top of or alongside Google’s tools. (50-70% savings)
Google Cloud is of course a partner and validator node runner on Theta Network so there’s always that. 🤝

The more free/cheap Google makes the user experience, the more agents get deployed, and the more expensive compute and the inference gets and demand spikes. 📈

THATS where our Theta thesis gets even stronger.
🦾🥰🤳

Introducing Google Spark https://t.co/WxLQfJbzsw via @YouTube

[Mitch Liu | Theta Network @mitchliu]

Ground breaking AI, basically take a large language model, and serve it smartly, breaking it up so can be run on multiple GPUs efficiently.

[Angel French @AnaniBeaumont]

“So when Larry Fink of BlackRock chimes in and says that demand for compute, and the need to access it at a stable price, will be so large that it will facilitate the creation of an entirely new financial asset, people should probably sit up and listen.” 👀

[MrAltcoinAllen @MrAltcoinsAllen]

I need to tell you something but promise you won’t tell anyone OKAY.

🤫🤫🤫🤫🤫🤫🤫🤫🤫🤫🤫🤫

@Theta_Network is taking over the world and most people don’t see it.

Starts with our commitment to AI, then comes Theta EdgeCloud and strong partnerships with the smart people that’s right all the top universities in the world.

You know how confident I am and will back $THETA till the cows come home.

Except this time around it will be a direct green path straight to the top.

It’s not a matter of if but when that’s all I can say.

Hold me to it and thank me later.

See you all in the Maldives 🥃

[Steve Carrigan @Steve_Carrigan]

THETA Hrybrid Edge Cloud is multiplying compute power without building another coal plant.

[Mitch Liu | Theta Network @mitchliu]

One of the first, if not the first large scale LLM to run on multiple commercial grade NVIDIA RTX GPUs. Nice work @Theta_Network and @alibaba_cloud team.

[clif is antiselenite 🏴‍☠️ @clif_high]

coffee time....
the spiritual war will be global by end of May.
the spiritual war will take in 'new dimensions' by end of August.
this spiritual war WILL dominate the rest of your body's Life.

https://t.co/okKUtrJAgJ

[Theta Network @Theta_Network]

March was one of our busiest months yet 🏗️

Website relaunch, new payment options, smarter AI agents, deeper esports integrations, and engineering improvements across the edge network.

See the full round-up here: https://t.co/V0qUqT43OY

[Jieyi Long | Theta Network @jieyilong]

🚀 Big models, now available on demand on @Theta_Network EdgeCloud!

We’ve launched MiniMax-M2.5 (230B) and gpt-oss-120b on Theta EdgeCloud as on-demand APIs. This give developers instant access to massive frontier LLMs without managing infrastructure. These aren’t small LLMs — they’re hundreds of billions of parameters, built for serious reasoning, coding, and agentic workloads.

Check them out today: https://t.co/Sn2gEia2KL

[James Brody @jamesbrody78]

If anyone knows the Whereabouts of @Claregaa U20 football S&C coach Jack Boddy who's been missing since the early hours of This morning Sunday in Lahinch area. Please contact the number below or @gardainfo with any information. His family are extremely concerned

[Theta Communications @cloudthetacom]

The DePIN sector is poised for massive growth, offering underappreciated utility in telecommunications and beyond. With major players like Deutsche Telekom and NTT involved, DePIN is set to subsidize costs and redefine value in the real world. #DePIN #Crypto

[James Quinn @Teach_Theta]

@thetanext Can you provide a link to this please? Interested to see how it works

[James Quinn @Teach_Theta]

@StevensJoe11 Still climbing ….