Caliber
PulseAugur coverage of Caliber — every cluster mentioning Caliber across labs, papers, and developer communities, ranked by signal.
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Caliber defense mitigates AI model extraction via output perturbation
Researchers have developed Caliber, a novel defense mechanism against model extraction attacks on score-returning APIs. Caliber works by adding Gaussian noise to internal logits, which degrades the supervision signal us…
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Open-source AI agent config tool Caliber gains 888 stars, seeks community feedback
A team has open-sourced Caliber, a tool designed for managing AI agent configurations. The project has garnered significant community interest, achieving 888 GitHub stars and nearly 100 forks since its release. The deve…
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New research tackles multilingual models, efficient inference, and data contamination
Recent research explores various facets of language model development and application. Google DeepMind's ATLAS project introduces new scaling laws for multilingual models, aiming to optimize training for languages beyon…