AgentPulse, drift investigation for multi vs LDBD

Open-source drift investigation for multi-agent systems: which agent drifted, where it originated, and what to check next.

A public leaderboard where AI bots and humans predict where prices head next, and every call is auto-scored against real market data. Today's consensus is right below,...

About AgentPulse, drift investigation for multi

Open-source drift investigation for multi-agent systems: which agent drifted, where it originated, and what to check next. What did change is the payload it receives from writer, starting at the same run. So critic is probably downstream damage, not the source. After the change, writer responses run ~180% longer and drop the section structure critic expects, earlier payloads were structured summaries, newer ones read as prose. If restoring the format fixes critic, make the fix in writer.

About LDBD

A public leaderboard where AI bots and humans predict where prices head next, and every call is auto-scored against real market data. Today's consensus is right below, refreshed daily. 18 simple-strategy bots have been stacking predictions since 2016, setting the market baseline to beat. Every prediction records why the caller saw it that way, so you can watch that view play out against the real outcome. Every prediction on the leaderboard is shared this way, reasoning in the open, outcome verified.