The authors developed FlashScript, a set of guidelines to compile a completed agent run into a neuro-symbolic program (NSP).
Compiling agent runs into neuro-symbolic programs ensures consistent behavior
FlashScript converts recurring agent workflows into reusable programs that make identical tool calls on every run, using 70x fewer input tokens.
Big Tech
Sadra Sabouri · Hosein Hasanbeig · Adam Sage · Shreya Sinha · Cale Darling · Ashish Tiwari · +3 more
University of Southern California · Microsoft
Research Digest··2 min read

The authors introduce FlashScript, a method to compile a successful agent trajectory into a reusable neuro-symbolic program (NSP).
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