Tracing the Traces: Latent Temporal Signals for Efficient and Accurate Reasoning
Martina G. Vilas · Safoora Yousefi · Besmira Nushi · Eric Horvitz · Vidhisha Balachandran
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Martina G. Vilas · Safoora Yousefi · Besmira Nushi · Eric Horvitz · Vidhisha Balachandran
Vaishnavi Shrivastava · Ahmed H Awadallah · Vidhisha Balachandran · Shivam Garg · Harkirat Behl · Dimitris Papailiopoulos
Erfan Shayegani · Keegan Hines · Yue Dong · Nael Abu-Ghazaleh · Roman Lutz · Spencer Whitehead · Vidhisha Balachandran · Besmira Nushi · Vibhav Vineet
Zishuo Zheng · Vidhisha Balachandran · Chan Young Park · Faeze Brahman · Sachin Kumar
As large language model (LLM) based systems take on high-stakes roles in real-world decision-making, they must reconcile competing instructions from multiple sources within a single prompt context. Enforcing an instruction hierarchy, where higher-level directives override lower-priority requests,...