XYO x @Theta_Network: Who should we partner with for XYO Layer One using the XYO AI SDK next? Think outside the box, don't answer what everyone else is answering! ➡️xyo.network/blog/xyo-theta

New Youtube going live later tonight @ 530 PM EST ! Don't miss it @Theta_Network fam!🏴‍☠️🏝️ #theta #tfuel #tdrop #aethir #render #tao #near #zcash #grass

Theta and XYO partner on blockchain-based verification layer for AI agents theblock.co/post/402855/thet…

We're looking forward to joining @mms_Blockchain at Berlin Blockchain Week next month! It's going to be a great day of talking about the future of our industry 🚀

#Theta super moon incoming!

Excited to share that @Theta_Network’s joint research with Prof. Xiao @ZhenXiaoCornell’s team has two papers accepted to @TheWebConf 2026 (WWW’26)! 🎉 📄 Alzo: Auto-Tuning with Reinforcement Learning for DAG-based Blockchains: dl.acm.org/doi/10.1145/37749… 📄 DARA: Few-shot Budget Allocation in Online Advertising via In-Context Decision Making with RL-Finetuned LLMs: dl.acm.org/doi/10.1145/37749… The Web Conference (WWW) is a premier international forum on the future of the web, covering cutting-edge research in #AI, decentralized systems, Web3, and beyond. These two papers connect directly with our long-term vision for Theta EdgeCloud: building intelligent, decentralized infrastructure where AI models, compute resources, and blockchain networks can continuously optimize themselves. DARA explores how RL-finetuned LLMs can make better decisions under limited data. It introduces: -- Dual-phase LLM agents: a Few-shot Reasoner for initial planning and a Fine-grained Optimizer for feedback-driven refinement. -- GRPO-Adaptive: an RL fine-tuning strategy that improves reasoning and numerical precision. -- Real-world synthetic evaluation for robust decision-making in dynamic environments. This direction is highly relevant to EdgeCloud as we build toward agentic AI workloads, model-serving optimization, and intelligent resource allocation across distributed GPU infrastructure. Alzo presents a hierarchical RL framework for automatically tuning DAG-based blockchains. It addresses the challenge that blockchain performance depends on many interdependent parameters across network, ledger, and node layers. Alzo introduces: -- Hierarchical RL: a Meta-Controller for strategic planning and domain-specific Controllers for fine-grained tuning. -- Safety-aware optimization with resource constraints and a shadow-control loop. -- Experiments showing higher throughput and lower latency than DQN, Bayesian optimization, and manual tuning. This aligns with Theta’s blockchain-powered EdgeCloud infrastructure: using AI to make decentralized networks more adaptive, efficient, and production-ready. As always, @Theta_Network remains committed to advancing the intersection of #AI, #Web3, and decentralized infrastructure. Stay tuned for more breakthroughs! 🌐

NEW: We just shipped PageIndex for Theta EdgeCloud AI agents. It fixes one of the most common reasons AI agents give bad answers, and the benchmark numbers are worth a look. It's also already available for your Theta-powered AI agents. 🧵

THETA just opened more lanes on Web 3 Information, DATA, and AI super highway. The roads (aka Infrastructure) are larger with more transportation possibilities. (Scalable is good for growth and to absorb the transition that is coming slow and hard) Developers can now build or connect apps to Theta through NOWNodes instead of relying only on Theta’s own public RPC or running their own infrastructure. (RPC is the interface that allows users and applications to interact with the blockchain) Theta is the highway. Theta EVM is the Ethereum-compatible lane. NOWNodes is now offering an on-ramp so developers can drive onto that lane without building their own entrance. For investors, this is not automatically a price moving mega announcement, but it is a meaningful ecosystem/infrastructure update Nice job @mitchliu and @jeiyilong PS we own expensive digital real estate. Cheers. 🍷

Professor Yong Zheng's lab at @illinoistech is now using Theta EdgeCloud for research in personalization, recommender systems, and human-centric AI. Our 33rd university.🧵

Now that a prominent and significant @bittensor subnet rug pulled, AI crypto market focus is shifting to @Theta_Network since it struck a deal with @alibaba_cloud . This will propel Theta Network to top of the AI crypto token list. Its market cap could potentially be trillions.

Helping power the next wave of AI and tech innovation with secure, scalable infrastructure for builders worldwide.

Metrics are exploding! Transaction history jumped 100,000. Don't mistake silence for stillness; some teams are building even when not posting. Excited for the journey ahead as we push through the chop into the 2026 season! #CryptoNews #Blockchain

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!

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/1F…

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/devils-l…

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/1F…

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.

Be ready for the BIG PUMP coming on #Theta!

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!