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OpenClaw 4.12 Update: Active Memory, Dreaming Fixes, Audio + Telegram Reliability Improvements
OpenClaw 4.12 is presented as a major practical reliability release, introducing a new Active Memory plugin that uses a dedicated memory subagent to automatically recall relevant preferences and context before replying, with recall modes (message, recent, full context), a /verbose debug command, and optional transcript persistence. The update fixes multiple Dreaming system issues, including self-ingestion loops, broken confidence scoring that prevented promotion to durable memory, incorrect diary timestamps without a timezone, and memories not sticking past the durable memory gate. Audio improvements include an experimental local MLX speech provider for Talk Mode on Mac and clearer transcription error surfacing, plus a fix for multi-part OpenAI audio requests dropping the model field. Telegram deadlocks on plugin approval clicks are resolved, planning chatter leaks are fixed, WhatsApp media sending is improved, plugin loading is narrowed for predictability, and security fixes block self-approval and remove certain binaries from safe lists.
00:00 Why 4.12 Matters
00:46 Active Memory Upgrade
02:20 Recall Modes and Debugging
02:47 Active Memory Setup Pitch
03:25 Dreaming System Fixes
05:35 Audio and Talk Mode
06:43 Telegram and WhatsApp Fixes
08:02 Plugin Loading and Security
09:27 What This Release Signals
10:02 Who Benefits and Next Steps
11:29 Wrap Up and Outlook
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