Earning Points Through Online Feedback

Truth-to-Earn: Online Feedback & Moderation

ArAIstotle improves through human verification at scale. Community members can earn points — and ultimately $FACY rewards — by reviewing, rating, and correcting fact-checks produced by the ArAIstotle agent.

This system ensures higher accuracy over time while rewarding contributors who help surface better sources, corrections, and contextual nuance.


How Feedback Works

When ArAIstotle replies to a post on X, it always includes a fact-check link.

  1. Click the link under the bot’s reply This opens the ArAIstotle platform with the detailed fact-check.

  2. Log in and connect your wallet Wallet connection enables point tracking, multipliers, and monthly reward distribution.

  3. Open the feedback dropdown You’ll see a more detailed breakdown of the claim, reasoning, and sources used.

  4. Rate the fact-check

    • 👍 Like / Agree if the explanation is clear and accurate

    • 👎 Disagree / Flag if something is missing, misleading, or incorrect

  5. Explain your reasoning Examples of valuable feedback:

    • Why the explanation was clear or helpful

    • Why a claim may be inaccurate or incomplete

    • Suggestions for better or more authoritative sources

    • Additional context the model may have missed

  6. Submit supporting sources (optional but encouraged) Providing links that support or contradict the fact-check helps ArAIstotle:

    • Dynamically recalibrate source weighting

    • Reduce future hallucinations

    • Improve accuracy on similar claims


Points & Daily Limits

  • Each feedback submission earns Base Points

  • A user can submit up to 5 feedback entries per day

  • This cap exists to prevent spam and botting

  • Points earned per submission typically range between 3–6 points

  • Staking tiers apply multipliers to increase total points earned

Example:

A single feedback submission may earn 6 base points, which can become 15+ points after tier multipliers.

Your total points are visible in the top-right corner of the platform dashboard.

For a full walkthrough on earning points through feedback and moderation, see:


Monthly Rewards & Payouts

At the end of each month:

  • All user points are aggregated

  • Rewards are distributed proportionally from the community reward pool

  • $FACY rewards are sent via on-chain airdrops, which users can claim

The more consistently you contribute high-quality feedback, the larger your share of the rewards.


Why This Matters

Community feedback is not just moderation — it is model alignment.

Every correction, source submission, and rating:

  • Improves ArAIstotle’s future responses

  • Strengthens the credibility of the fact-checking layer

  • Helps build a transparent, incentive-aligned truth infrastructure

By participating, you are actively shaping a system designed to become the truth layer of the internet — and getting rewarded for it.


Last updated