Daddy Warbucks

Miss the AMA? We've got you covered: Watch the replay now at youtube.com/live/xHQCBSIZP…

🔴 Tune in Live! youtube.com/watch?v=xHQCBS… The replay will also be posted afterwards.

🚨 Don't forget, our live AMA is taking place in a few hours (4pm Pacific/1am CET). You can watch live at: @ThetaNetworkYouTube/" target="_blank" rel="nofollow noopener">youtube.com/@ThetaNetworkY…

As a professional Web3 infrastructure provider, We are excited to join the @Theta_Network mainnet as a validator to provide trusted validator services to ensure the security and stability of its network, and we will actively participate in the AI ecosystem in the future!

A few days ago, @SJEarthquakes did this ⚽ What a penalty. Spot us in the background 👀

Alibaba Cloud International is joining the Theta ecosystem through its Web3 partner @CloudicianTech. Welcome our new global Enterprise Validator Node operator.

Don't forget to tune into our LIVE Spring AMA this Thursday on April 9. You can tune in on our official YouTube channel & submit questions here: docs.google.com/forms/d/e/1FAI…

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: medium.com/theta-network/…

@IamUnit98 @Theta_Network Edgecloud, not the edge node or guardian node.

@Stanknutsmcgee @Theta_Network Hey, just wanted to say my EENs and GNs are all running good. One of the EENs goes offline a lot, but I do an uninstall/reinstall to fix any code corruption. East coast, USA Average EEN is 3.1 tfuel per day per 10000 tfuel staked. However, Lavita dropped to zero since 3/1.

Theta's Spring AMA is April 9 at 4pm PT / 7pm ET or 1am CET (April 10)🌸 First one of the year and we're looking forward to hearing from you. Submit your questions below. Details on how to watch live coming soon. docs.google.com/forms/d/e/1FAI…

GOAL! 🏒🥳 Great to see Theta EdgeCloud on the ice at a @NJDevils game this week! You can see the AI agent "Bot Stevens" we built for them on their official website: nhl.com/devils/ Read more (ICYMI): nhl.com/devils/news/de…

Excited to share that my research work “Interstellar: Efficient GKR-based IVC Scheme with Privacy-Preserving Collaborative Folding” conducted at Theta Labs @Theta_Network has recently been accepted to PKC 2026! PKC (Public-Key Cryptography Conference) is one of the premier cryptography venues organized by the IACR (International Association for Cryptologic Research, iacr.org). IACR conferences represent the gold standard of academic cryptography research, so it’s a big honor to have this work accepted. This is also my first first-authored paper accepted at a major cryptography conference! The paper introduces Interstellar, a new framework for folding schemes and Incrementally Verifiable Computation (IVC) — a key primitive that that has recently attracted significant attention from researchers and is beginning to see widespread adoption in modern recursive zkSNARK systems for scalable blockchains and verifiable computing. Check it out: eprint.iacr.org/2025/1294 Key idea Most modern folding-based IVC systems (Nova, HyperNova, Protostar, etc.) operate on constraint systems and require commitments to the entire execution trace of a circuit. This leads to expensive prover costs dominated by large vector commitments and MSM operations. Interstellar takes a different approach. Instead of committing to the full trace, it works directly with circuit satisfiability and combines a new technique called circuit interpolation and the GKR protocol for circuit verification. This allows the prover to commit only to the actual witness inputs, avoiding commitments to the full computation trace and eliminating cross-term vectors used in many prior folding schemes. Result Because vector commitments are the main cost in folding-based IVC, reducing them yields substantial speedups. Across representative workloads: 1.59× – 6.74× prover speedup per folding round for parallel workloads (e.g., matrix multiplication) up to 2.93× speedup for serialized workloads (e.g., MiMC hash chains) Additional features Interstellar also supports several capabilities needed for real-world zk systems: high-degree gates lookup gates multi-instance folding efficient non-uniform IVC (important for zkVMs and zkML) A new primitive: Collaborative Folding / IVC The paper also introduces a novel cryptography primitive called Collaborative Folding/IVC, which allows multiple provers with disjoint private witnesses to jointly generate recursive proofs without revealing their private inputs. This enables new settings such as: privacy-preserving distributed computation multi-party recursive proof generation federated or cross-organization verifiable computation Why this matters Recursive proof systems are becoming foundational infrastructure for zkVMs, rollups, verifiable AI / zkML, and scalable blockchain verification. Interstellar provides a new design option in the folding-IVC landscape that significantly reduces prover cost while enabling distributed proof generation. If you’re interested in folding schemes, recursive SNARKs, or verifiable computation, I’d love to hear feedback from the cryptography and blockchain community!

🚀 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: thetaedgecloud.com/dashboard/ai/s…

Academic AI research has been quietly hollowing out for years. Universities once produced 65%~ of the most compute-intensive AI models. By the early 2020s, that had fallen to roughly 10%. It's something we think about a lot at Theta, so we wrote this. medium.com/theta-network/…

@koenvanriel @TelosBigIron @Theta_Network And their strategy is "trust me bro"

@Stanknutsmcgee @TelosBigIron @Theta_Network They addresses it in the last AMA, said they were aiming to raise it to $5-10 asap

@Theta_Network 0x01f4Cf5409A72C4A7F5db6C64C249a1D8c8C12A2 Last job worth running was on 2-17, turned it off on 3-17 after no jobs or deployments. During that entire month it had 15 of my 16gb of Vram reserved but doing nothing with it which feels like an uncompensated resource reservation.

@Stanknutsmcgee Sorry you're experiencing this. Can you send your EdgeCloud client's wallet address so we can investigate further?

@TelosBigIron @Theta_Network They've been dodging this question for six years, they will dodge it again.

@Theta_Network Only one question… How are the recent business developments, technological advancements, and increased adoption going to specifically, measurably, and directly benefit the value of #Theta tokens?

Fans of @dignitas can now earn $TDROP every time they shop. Their Theta-built AI agent Digi lives on the Dignitas website, connects to the merch store, and handles rewards automatically. Connect your MetaMask, grab your favourite esports gear, collect your $TDROP.

We've updated Theta's AI agent platform so the agent now evaluates conversation context in real time and autonomously selects the appropriate response format, whether that's structured tables, or interactive UI components. 💬 No two queries need to look the same.