research and innovations
research and innovations
research and innovations
Transforming isolated machine networks into shared intelligence to collectively drive a human-centric future of embodied AI.
industry awards & contributions
industry awards & contributions
university partners
university partners
university partners
Research Papers
Research Papers
research papers
research papers

Sentient AI: Bridging Realities with the Fusion of DePINs and AI Agents
The integration of Decentralized Physical Infrastructure Networks (DePINs) with AI agents is a transformative shift in technology. This combination enables smarter, more efficient systems by processing data in real-time and adapting to changing conditions. The QUICKSILVER connectivity layer helps make this integration possible, driving innovation across various industries.

Sentient AI: Bridging Realities with the Fusion of DePINs and AI Agents
The integration of Decentralized Physical Infrastructure Networks (DePINs) with AI agents is a transformative shift in technology. This combination enables smarter, more efficient systems by processing data in real-time and adapting to changing conditions. The QUICKSILVER connectivity layer helps make this integration possible, driving innovation across various industries.

Sentient AI: Bridging Realities with the Fusion of DePINs and AI Agents
The integration of Decentralized Physical Infrastructure Networks (DePINs) with AI agents is a transformative shift in technology. This combination enables smarter, more efficient systems by processing data in real-time and adapting to changing conditions. The QUICKSILVER connectivity layer helps make this integration possible, driving innovation across various industries.

TPU as Cryptographic Accelerator
This paper explores using advanced AI hardware to speed up a crucial mathematical operation, helping to make powerful privacy technologies like Fully Homomorphic Encryption and Zero-Knowledge Proofs faster and more practical.

TPU as Cryptographic Accelerator
This paper explores using advanced AI hardware to speed up a crucial mathematical operation, helping to make powerful privacy technologies like Fully Homomorphic Encryption and Zero-Knowledge Proofs faster and more practical.

TPU as Cryptographic Accelerator
This paper explores using advanced AI hardware to speed up a crucial mathematical operation, helping to make powerful privacy technologies like Fully Homomorphic Encryption and Zero-Knowledge Proofs faster and more practical.

Enabling a Smooth Migration Towards Post-Quantum Security for Ethereum
The paper proposes two solutions to protect Ethereum from future quantum computer threats: adding secure transaction types and improving efficiency with advanced cryptography, all while keeping changes minimal and compatible with the current system.

Enabling a Smooth Migration Towards Post-Quantum Security for Ethereum
The paper proposes two solutions to protect Ethereum from future quantum computer threats: adding secure transaction types and improving efficiency with advanced cryptography, all while keeping changes minimal and compatible with the current system.

Enabling a Smooth Migration Towards Post-Quantum Security for Ethereum
The paper proposes two solutions to protect Ethereum from future quantum computer threats: adding secure transaction types and improving efficiency with advanced cryptography, all while keeping changes minimal and compatible with the current system.

New Directions in Decentralized Physical Infrastructure Networks
The modular DePIN infra is a community-driven approach to managing physical resources like energy and data. It uses interchangeable building blocks to create customized systems, making it easier and more collaborative, but also requires experts to work together to overcome challenges.

New Directions in Decentralized Physical Infrastructure Networks
The modular DePIN infra is a community-driven approach to managing physical resources like energy and data. It uses interchangeable building blocks to create customized systems, making it easier and more collaborative, but also requires experts to work together to overcome challenges.

New Directions in Decentralized Physical Infrastructure Networks
The modular DePIN infra is a community-driven approach to managing physical resources like energy and data. It uses interchangeable building blocks to create customized systems, making it easier and more collaborative, but also requires experts to work together to overcome challenges.

White Paper 2.0
IoTeX 2.0 is a three-year plan to expand its network by creating a flexible platform and improving its token system. This aims to make blockchain technology accessible to everyone, supporting innovative projects and connecting real-world devices with digital systems.

White Paper 2.0
IoTeX 2.0 is a three-year plan to expand its network by creating a flexible platform and improving its token system. This aims to make blockchain technology accessible to everyone, supporting innovative projects and connecting real-world devices with digital systems.

White Paper 2.0
IoTeX 2.0 is a three-year plan to expand its network by creating a flexible platform and improving its token system. This aims to make blockchain technology accessible to everyone, supporting innovative projects and connecting real-world devices with digital systems.

DePIN Report - Decentralized Physical Infrastructure Networks - A Modular Infrastructure Thesis
DePIN use blockchain to create community-driven networks, promoting shared ownership and efficient management of resources like data storage and connectivity.

DePIN Report - Decentralized Physical Infrastructure Networks - A Modular Infrastructure Thesis
DePIN use blockchain to create community-driven networks, promoting shared ownership and efficient management of resources like data storage and connectivity.

DePIN Report - Decentralized Physical Infrastructure Networks - A Modular Infrastructure Thesis
DePIN use blockchain to create community-driven networks, promoting shared ownership and efficient management of resources like data storage and connectivity.

Speeding Up Multi-Scalar Multiplications for Pairing-Based zkSNARKs
Multi-scalar multiplication, crucial for zero-knowledge proofs, is often slow. Researchers have sped it up using precomputation methods. A recent study improved these methods, making them faster through better organization of precomputed values.

Speeding Up Multi-Scalar Multiplications for Pairing-Based zkSNARKs
Multi-scalar multiplication, crucial for zero-knowledge proofs, is often slow. Researchers have sped it up using precomputation methods. A recent study improved these methods, making them faster through better organization of precomputed values.

Speeding Up Multi-Scalar Multiplications for Pairing-Based zkSNARKs
Multi-scalar multiplication, crucial for zero-knowledge proofs, is often slow. Researchers have sped it up using precomputation methods. A recent study improved these methods, making them faster through better organization of precomputed values.

SSI4IoT: Unlocking the Potential of IoT Tailored Self-Sovereign Identity
This paper aims to make digital identity systems safer and more efficient for use with smart devices. It identifies challenges and offers solutions to improve security and ease of use.

SSI4IoT: Unlocking the Potential of IoT Tailored Self-Sovereign Identity
This paper aims to make digital identity systems safer and more efficient for use with smart devices. It identifies challenges and offers solutions to improve security and ease of use.

SSI4IoT: Unlocking the Potential of IoT Tailored Self-Sovereign Identity
This paper aims to make digital identity systems safer and more efficient for use with smart devices. It identifies challenges and offers solutions to improve security and ease of use.

Enabling Web2-Based User Authentication for Account Abstraction
In this demo, we explain how to combine common Web2-style user login methods with a new blockchain feature called ERC-4337 account abstraction (AA). To make it simple, we use passkey-based login as an example to show how you can use it to manage a special type of digital wallet called a smart contract wallet (SCW).

Enabling Web2-Based User Authentication for Account Abstraction
In this demo, we explain how to combine common Web2-style user login methods with a new blockchain feature called ERC-4337 account abstraction (AA). To make it simple, we use passkey-based login as an example to show how you can use it to manage a special type of digital wallet called a smart contract wallet (SCW).

Enabling Web2-Based User Authentication for Account Abstraction
In this demo, we explain how to combine common Web2-style user login methods with a new blockchain feature called ERC-4337 account abstraction (AA). To make it simple, we use passkey-based login as an example to show how you can use it to manage a special type of digital wallet called a smart contract wallet (SCW).

Adding All Flavors: A Hybrid Random Number Generator for dApps and Web3
Random numbers are crucial for online applications like games and finance, but current methods have security risks. A new approach uses secure devices to generate truly random numbers, making these applications more reliable and efficient. This method ensures fairness and reduces costs.

Adding All Flavors: A Hybrid Random Number Generator for dApps and Web3
Random numbers are crucial for online applications like games and finance, but current methods have security risks. A new approach uses secure devices to generate truly random numbers, making these applications more reliable and efficient. This method ensures fairness and reduces costs.

Adding All Flavors: A Hybrid Random Number Generator for dApps and Web3
Random numbers are crucial for online applications like games and finance, but current methods have security risks. A new approach uses secure devices to generate truly random numbers, making these applications more reliable and efficient. This method ensures fairness and reduces costs.

Towards a Rollup-Centric Scalable Architecture for Decentralized Physical Infrastructure Networks: A Position Paper
DePINs use blockchain and smart devices to create community-driven networks. A new design helps these networks grow efficiently by processing tasks securely outside the main system.

Towards a Rollup-Centric Scalable Architecture for Decentralized Physical Infrastructure Networks: A Position Paper
DePINs use blockchain and smart devices to create community-driven networks. A new design helps these networks grow efficiently by processing tasks securely outside the main system.

Towards a Rollup-Centric Scalable Architecture for Decentralized Physical Infrastructure Networks: A Position Paper
DePINs use blockchain and smart devices to create community-driven networks. A new design helps these networks grow efficiently by processing tasks securely outside the main system.

Private Delegated Computations Using Strong Isolation
Confidential Computing protects sensitive data while it’s being processed, even from powerful attackers. Veracruz is a tool that makes it easier for different groups to work together securely by supporting various technologies, including older and newer devices.

Private Delegated Computations Using Strong Isolation
Confidential Computing protects sensitive data while it’s being processed, even from powerful attackers. Veracruz is a tool that makes it easier for different groups to work together securely by supporting various technologies, including older and newer devices.

Private Delegated Computations Using Strong Isolation
Confidential Computing protects sensitive data while it’s being processed, even from powerful attackers. Veracruz is a tool that makes it easier for different groups to work together securely by supporting various technologies, including older and newer devices.