predictive coding
Brain expects inputs
Predictive coding is a theory in neuroscience proposing that the brain constantly generates predictions about incoming sensory information, then updates its models based on prediction errors—the differences between what was expected and what actually arrives.
The framework suggests perception is not passive reception but active inference: Predictive coding explains why we often see what we expect to see.
In legal contexts, predictive coding refers to machine learning software that classifies documents during discovery, trained on human reviewers' decisions to identify relevant materials.
Mental interpretation of stimuli
- sensory processingBrain interpreting incoming stimuli
- inferenceConclusion reached through reasoning
- expectationBelief about future outcomes
- feedback loopsSelf-modifying response cycles
File packaging format
- e-discoveryLegal digital evidence retrieval
- relevanceState of mattering here
- litigationLegal dispute process
- discoveryAct of finding something
privilege · training set · precision · recall · classification · validation · false positives · false negatives
Reducing file size digitally
- signal processingMathematical manipulation of waveforms
- codecData compression algorithm
- bitrateData transfer speed
- MPEGAudiovisual compression protocol
H.264 · streaming · bandwidth · artifacts · interpolation · quantization · decoding
perception
Mental interpretation of stimuli
- sensory processingBrain interpreting incoming stimuli
- inferenceConclusion reached through reasoning
- expectationBelief about future outcomes
feedback loops · mental models · anticipation · updating · probability
TAR
File packaging format
- e-discoveryLegal digital evidence retrieval
- relevanceState of mattering here
- litigationLegal dispute process
discovery · privilege · training set · precision · recall · classification · validation · false positives · false negatives · proportionality
data compression
Reducing file size digitally
- signal processingMathematical manipulation of waveforms
- codecData compression algorithm
- bitrateData transfer speed
MPEG · H.264 · streaming · bandwidth · artifacts · interpolation · quantization · decoding
- compressioncompress, compression, compressor, compressing, compact
- cognitive sciencecognitive psychology, cognitive science, cognitive development, cognitive load, cognitive maps
- e-discoveryESI, production, processing, collection, custodian
- legal techlegal research, e-discovery, legal search, LexisNexis, e-filing
- video compressionMPEG-1, MPEG-2, MPEG-4, H.264, decoding
- perceptionsee, vision, seeing, senses, observing
predictive codingfeature detection
predict, prediction, predicted, predicting, predictive, predictor, encoding, predictably, predictability