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Legal AI Series [Chapter Six]: AI Transcription & Translation: The Audio to Text Superpowers of AI Legal Software | Association of Certified E-Discovery Specialists (ACEDS)

From jail house calls to body-camera footage, voicemail to video depositions, modern technologies have introduced a new type of evidence to legal professionals: unstructured data....
Association Of Certified Specialists Certifiede Discovery Specialists Image Classification

How well do explanation methods for machine-learning models work?

Feature-attribution methods are used to determine if a neural network is working correctly when completing a task like image classification. MIT researchers developed a way to evaluate whether these feature-attribution methods are correctly identifying the features of an image that are important to a neural network’s prediction.
Yilun Zhou Julie Shah Marco Tulio Ribeiro Microsoft Research Artificial Intelligence Laboratory Interactive Robotics Group
Source: mit.edu

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MLCommons Releases MLPerf Tiny Inference Benchmark

MLCommons Releases MLPerf Tiny Inference Benchmark June 16, 2021 SAN FRANCISCO, June 16, 2021 — Today, MLCommons, an open engineering consortium, launched a new benchmark, MLPerf Tiny Inference, to measure how quickly a trained neural network can process new data for extremely low-power devices in the smallest form factors and included an optional power measurement. MLPerf Tiny v0.5 is the organization’s first inference benchmark suite that targets machine learning use cases on embedded dev...
Colby Banbury Peter Torelli Vijay Janapa Reddi Microprocessor Benchmark Consortium Harvard University Tiny Inference

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