Optimal, Multi-Unit Auctions with Collusion
Naveen Durvasula, Andrew Komo
Writing
Works & publications from our team
Answering At Any Cost: Frontier LLMs Are Consequence-Insensitive
Arka Pal, Micah Goldblum, Rahul Thomas, Louai Zahran, Adam Block
Pinocchio: Estimating the Uncertainty of Black-Box Language Models
Kevin David Hayes, Arka Pal, Haosong Zhang, Tom Goldstein, Micah Goldblum
Adversarial Procurement in Blockchains
Maryam Bahrani
Capacity oracles
Maryam Bahrani
Symphony: Execution-Aware Consensus and Proposer Disaggregation
Ritual
Dynamic Delayed Tree Expansion For Improved Multi-Path Speculative Decoding
Rahul Thomas, Teo Kitanovski, Micah Goldblum, Arka Pal
Privacy-Preserving Mechanisms Enable Cheap Verifiable Inference of LLMs
Arka Pal, Louai Zahran, William Gvozdjak, Akilesh Potti, Micah Goldblum
Greedy Multi-Path Block Verification for Faster Decoding in Speculative Sampling
Rahul Thomas, Arka Pal
The Monotone Priority System: Foundations of Contract-Specific Sequencing
Naveen Durvasula
Global Resolution: Optimal Multi-Draft Speculative Sampling via Convex Minimization
Rahul Thomas, Arka Pal
Knowing What You Know Is Not Enough: Large Language Model Confidences Don't Align With Their Actions
Arka Pal, Teo Kitanovski, Arthur Liang, Akilesh Potti, Micah Goldblum
Markets for Decentralized Computation
Naveen Durvasula
Introducing Ritual Interns
Ritual Team
Cascade: Token-Sharded Private LLM Inference
Rahul Thomas, Louai Zahran, Erica Choi, Micah Goldblum, Arka Pal
On Incentivizing Anonymous Participation
Maryam Bahrani
Breaking Permutation Security in LLM Inference
Arka Pal, Erica Choi, Rahul Thomas, Louai Zahran, Micah Goldblum
Towards Anonymous Neural Network Inference
Peiyuan Liao
Privacy Challenges in the Age of Open Weights Large Language Models
Arka Pal
Forging the Future of AI and Crypto
Ritual Foundation Team
Introducing Ritual Chain
Ritual Foundation
The Resonance Mechanism and its Properties
Naveen Durvasula, Maryam Bahrani
Resonance: A Market Mechanism for Heterogeneous Computation
Naveen Durvasula, Maryam Bahrani
Welcoming our first Apostles
Ritual Team
vTune: Verifiable Fine-Tuning for LLMs Through Backdooring
Eva Zhang, Arka Pal, Akilesh Potti, Micah Goldblum
Ritual × Arweave: Decentralized Storage For Trustless AI
Ritual Team
Model and Data Watermarking
Micah Goldblum
Ritual × Arbitrum: Supercharging Ethereum With AI
Ritual Team
Ritual × StarkWare: Expanding the Boundaries of Decentralized Computing with AI
Ritual Team
Ritual × Nillion: Decentralized, Blind Inference for AI
Ritual Team
Introducing Ritual Altar
Ritual Team
Welcoming Polychain as a Strategic Investor in Ritual
Ritual Team
Ritual × Celestia: Modularity for Decentralized AI
Ritual Team
Ritual × MyShell: A New AI Creator Economy
Ritual Team
Ritual × EigenLayer: Restaking for AI
Ritual Team
FAQ
Akilesh Potti
Introducing Ritual
Ritual Team