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DJSTRIKANOVA

DJSTRIKANOVA

Member of the Effect DAO on Effect AI Elected to the Effect DAO High Guard https://dao.effect.network/proposals/119

March 6th, 2025 Effect AI Community Call Summary

2 min readMar 6, 2025

Author: @djstrikanova (DJ)

Current Focus on Technical Updates

– The team is building out the core protocols (worker nodes, manager nodes, and requestor nodes) on Solana.

– A new off-chain architecture minimizes on-chain congestion, learning from previous issues on EOS.

Off-Chain Task Processing & ZK Rollups

– Microtask submissions and validations happen mostly off-chain for speed and low cost.

– Zero-Knowledge (ZK) proofs will batch worker earnings, then settle them on-chain to keep fees small and throughput high.

Payment & “Base Pay” System

– Workers earn a “base rate” simply by being online, recognized through periodic challenge tasks (heartbeats).

– If a worker skips too many assigned tasks (or fails these heartbeats), they risk losing that base pay.

– The intention is to fairly compensate workers for “wait time” and quickly filter out non-responsive workers.

Manager Nodes

– Manager nodes serve as middlemen, receiving tasks from requestors and distributing them to available workers.

– Future plans include robust validation modules (e.g., repeated tasks, automatic checks) so managers deliver high-quality results back to requestors.

– Managers eventually compete on fees, worker pools, and reliability, creating a market-based ecosystem.

Migration Lessons from EOS

– High on-chain load on EOS caused gridlocks in task submissions and payments.

– The new design on Solana uses off-chain processing with final on-chain settlement, avoiding transaction bottlenecks.

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Upcoming Releases & Roadmap

– Near-Term (Q1/Q2):

– “V0” release of the product focusing on worker–manager interaction, payment proofs, and microtask completions.

– Limited user testing (small group of workers) to validate architecture and gather feedback.

Later Phases:

– Integration of task providers with an SDK or REST endpoints.

– Enhanced validation rules, dispute resolution mechanisms, and possible DAO involvement for conflicts.

– Additional documentation, tutorials, and user-friendly interfaces (including notifications for workers).

Community Q&A Highlights

– Task-Skipping & Cherry-Picking: The system will allow some task skipping but track misuse (e.g., “cherry-picking” only easy tasks).

– Notifications: Workers will receive browser alerts when new tasks or heartbeat challenges appear.

– Longer-Term Vision: The team envisions frictionless experiences for both technical and non-technical users, with thorough documentation and examples.

– Confidence in Solana: Low transaction fees and speed make Solana well-suited for microtask payments.

Next Steps

– The team will finalize technical components for V0, then move on to the SDK for task providers.

– Roadmap details, including major upcoming milestones, will be published after the initial release.

– Continued community communication via blog posts, Twitter, Discord, and Telegram.

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DJSTRIKANOVA
DJSTRIKANOVA

Written by DJSTRIKANOVA

Member of the Effect DAO on Effect AI Elected to the Effect DAO High Guard https://dao.effect.network/proposals/119