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This position paper proposes a credit system for ML conferences to incentivize quality reviewing by awarding points for good behavior and allowing redemption for perks.
Anthropic is restricting programmatic access to Claude via OpenClaw and the Agent SDK by introducing separate monthly credit pools that do not roll over, reducing the value of subscriptions for heavy users starting June 15, 2026.