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Joined December 2024
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5/
Proof generation is asynchronous and off the critical path, so long inference jobs don’t delay blocks. Provers can parallelize across cores or even multiple machines
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To avoid re-executing computations on-chain, Ritual relies on succinct proofs. Validators only verify proofs — they never redo the underlying compute
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Instead, execution happens off-chain on designated compute nodes, in an optimized environment tailored for long-running ML workloads
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These inference operations can take minutes or even hours. Running them on-chain across all validators would stall block production and cripple network liveness
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Ritual adopts an Execute-Once model for inference-heavy SPC opcodes, avoiding the massive overhead of synchronous, replicated execution inside the EVM
@ritualfnd
Incredible vibes last week! The builders’ spirit in the room was something else. On-chain AI is just getting started
圆满结束！
Last week, we hosted our first chinese community event. It was incredible to see a packed room of builders, researchers, and top students from Zhejiang University, all focused on the next frontier: on-chain AI.
The ambition to build more intelligent and autonomous systems is undeniable. The only missing piece has been the tools.
.@ritualfnd is pushing on-chain AI forward with Symphony — a consensus model where specialized nodes execute workloads once and the network verifies them many times
Efficient, scalable, and built for real heterogeneous compute
Ritual introduces Symphony, a consensus protocol built for heterogeneous, resource-heavy computation
Traditional blockchains rely on full replicated execution, forcing every node to re-run every workload.
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Another area of research is posted-price mechanisms, which could bring a more intuitive experience for users—similar to how Uber provides clear, upfront pricing.
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Looking ahead, Ritual plans to extend Resonance to support several powerful capabilities.
Scheduled transactions will become natively priced, enabling cost-efficient on-chain agents.
The auctioneer layer will open up so anyone can run it.
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Because Resonance is designed around predictable incentives, brokers cannot distort or manipulate the process.
The mechanism enforces fair, reliable behavior—something that today’s block-building markets do not always guarantee.
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Their role is conceptually similar to block builders or MEV searchers, but expanded.
They evaluate transaction value, assess node costs, and capture the margin created by matching the two efficiently.
1/ @ritualnet Resonance mechanism introduces a new participant in the transaction lifecycle: the broker. Brokers are informed, profit-driven agents tasked with finding the most efficient pairing between transactions and execution nodes.
5/ The outcome:
A mechanism where users, nodes, and the network all benefit by acting truthfully — enabling a scalable, efficient, compute-agnostic blockchain ecosystem