We’ll plug Reality here because it’s so clear how the three biggest problems Recall faces could be solved by spinning up a rApp (Reality app).
Problem #1 Verification: Recall relies on ranking, staking, and curator judgment to decide which AI agents perform well. But it still can’t prove that the agent actually ran the code it claims, or that the results weren’t falsified. Trust is social, not mathematical....
Reality rApp fix:
Our Reality Checks and zkWASM system create verifiable execution receipts for every agent run. Each competition or benchmark could attach a proof hash showing that the computation actually happened and matches the output.
Problem#2: The Gaming Problem of “Benchmarks get gamed, live tasks get messy”
Recall admits that static tests are too easy to game...subjective judging can be manipulated. Their “live competitions” still rely on trust in Recall’s environment.
Reality rApp fix:
Reality can host Recall’s competitions as rApps on a decentralized compute layer, where every execution trace is publicly verifiable and replayable. No one can spoof results, coordinate collusion, or hide errors b/c each run is cryptographically anchored and replayable by any node.
tldr: can't be gamed
Problem #3: Infra Problem “Scaling arenas and data trustlessly”
Recall depends on centralized compute (AWS, hosted benchmarks, and internal logging). That creates bottlenecks, high cost, and a single point of failure which is the total opposite of their “neutral coordination layer” vision....
tldr: decentralizes and scales
Reality rApp fix: Reality decentralizes and scales the arenas themselves letting anyone contribute compute, reduce costs, and make markets truly open.
The kicker: every verified run on Reality could generate fees and demand for $RECALL, b/c each cryptographically proven competition, ranking query, or skill-market payout increases real usage of recall’s staking and reward system. proof becomes the engine that drives token velocity.
tldr reality turns recall’s social reputation into cryptographic truth, while boosting $RECALL demand through verifiable market volume
Great writeup as always guys 👏
We’ll plug Reality here because it’s so clear how the three biggest problems Recall faces could be solved by spinning up a rApp (Reality app).
Problem #1 Verification: Recall relies on ranking, staking, and curator judgment to decide which AI agents perform well. But it still can’t prove that the agent actually ran the code it claims, or that the results weren’t falsified. Trust is social, not mathematical....
Reality rApp fix:
Our Reality Checks and zkWASM system create verifiable execution receipts for every agent run. Each competition or benchmark could attach a proof hash showing that the computation actually happened and matches the output.
Problem#2: The Gaming Problem of “Benchmarks get gamed, live tasks get messy”
Recall admits that static tests are too easy to game...subjective judging can be manipulated. Their “live competitions” still rely on trust in Recall’s environment.
Reality rApp fix:
Reality can host Recall’s competitions as rApps on a decentralized compute layer, where every execution trace is publicly verifiable and replayable. No one can spoof results, coordinate collusion, or hide errors b/c each run is cryptographically anchored and replayable by any node.
tldr: can't be gamed
Problem #3: Infra Problem “Scaling arenas and data trustlessly”
Recall depends on centralized compute (AWS, hosted benchmarks, and internal logging). That creates bottlenecks, high cost, and a single point of failure which is the total opposite of their “neutral coordination layer” vision....
tldr: decentralizes and scales
Reality rApp fix: Reality decentralizes and scales the arenas themselves letting anyone contribute compute, reduce costs, and make markets truly open.
The kicker: every verified run on Reality could generate fees and demand for $RECALL, b/c each cryptographically proven competition, ranking query, or skill-market payout increases real usage of recall’s staking and reward system. proof becomes the engine that drives token velocity.
tldr reality turns recall’s social reputation into cryptographic truth, while boosting $RECALL demand through verifiable market volume
We should talk. Can you drop an email to joel@decentralised.co!