Today for AI

EXPLORE / 06

Terms index

Specialized AI and software-development terms with concise explanations

Entity records

4691 records · 97/118

  1. 3841

    Contrastive Learning

    A method that learns representations by pulling similar samples closer and pushing dissimilar ones apart.

    Website pending
  2. 3842

    Semantic Search

    Retrieval based on meaning rather than keyword matching

    Website pending
  3. 3843

    Embeddings

    Technique mapping discrete data to continuous vector space

    Website pending
  4. 3844

    Neural Theorem Proving

    Technique using neural networks to assist or automate formal mathematical proofs.

    Website pending
  5. 3845

    Model Misuse

    Users employing AI models in unintended or harmful ways

    Website pending
  6. 3846

    Large Language Model (LLM)

    Deep learning models trained on massive text corpora capable of general natural language processing

    Website pending
  7. 3847

    Text Completion

    A task where the model predicts and generates subsequent content based on preceding text.

    Website pending
  8. 3848

    Hierarchical Generation

    A method decomposing complex generation tasks into multiple stages or levels.

    Website pending
  9. 3849

    CLIP Latents

    Compact semantic vector representations extracted by the CLIP image encoder.

    Website pending
  10. 3850

    Proxy Metric

    A substitute data point used to indirectly measure a hard-to-observe true objective

    Website pending
  11. 3851

    Goodhart's Law

    The adage that when a measure becomes a target, it ceases to be a good measure

    Website pending
  12. 3852

    Uncertainty Quantification

    Techniques to assess the confidence level or error bounds of model predictions

    Website pending
  13. 3853

    Self-Critique

    Process where a model reflects on and corrects its own output

    Website pending
  14. 3854

    Long-horizon Decision Making

    Tasks requiring planning and execution of complex goals over multiple steps of interaction.

    Website pending
  15. 3855

    Few-shot Learning

    The ability of a model to adapt to new tasks with only a minimal number of labeled examples.

    Website pending
  16. 3856

    Video PreTraining

    A technique that learns visual features and behavioral patterns from large-scale unlabeled video data.

    Website pending
  17. 3857

    Beta Testing

    Public testing phase involving select users before official product release.

    Website pending
  18. 3858

    Language Model (LM)

    Neural network architecture predicting next tokens based on probabilistic statistics.

    Website pending
  19. 3859

    Fill-in-the-Middle (FIM)

    A training objective where the model predicts missing content based on preceding and following context.

    Website pending
  20. 3860

    Hazard Analysis

    Methodology for systematically identifying potential risk sources and assessing their impact

    Website pending
  21. 3861

    Code Synthesis

    Technology using AI to automatically generate executable code from natural language descriptions

    Website pending
  22. 3862

    Robustness

    A model's stability when facing noise, interference, or out-of-distribution data

    Website pending
  23. 3863

    Speech Recognition

    The process of converting spoken language into text or commands

    Website pending
  24. 3864

    Outpainting

    Generating new content beyond the boundaries of an existing image that matches its style

    Website pending
  25. 3865

    Overoptimization

    Phenomenon where excessive fitting to proxy objectives degrades true performance

    Website pending
  26. 3866

    KL Divergence

    Information-theoretic measure of difference between two distributions

    Website pending
  27. 3867

    Reward Model

    Neural network predicting human preference for outputs

    Website pending
  28. 3868

    Multi-turn Dialogue

    Capability of maintaining context memory and providing coherent responses across continuous interactions.

    Website pending
  29. 3869

    Point Cloud

    A set of data points in space representing the external surface of a 3D object

    Website pending
  30. 3870

    NLG

    The process of using AI to automatically generate human-readable text

    Website pending
  31. 3871

    GPT-3

    Third-generation generative pre-trained transformer model released by OpenAI

    Website pending
  32. 3872

    Disinformation

    False or misleading information deliberately created and spread to deceive the public or manipulate opinion.

    Website pending
  33. 3873

    Text Classifier

    A machine learning model that assigns text to predefined categories based on features

    Website pending
  34. 3874

    Low-resource Language

    Languages that lack large-scale annotated text data, making it difficult to directly train high-performance models.

    Website pending
  35. 3875

    Scaling Deep Learning

    A technical approach enhancing model capabilities by increasing parameters, data volume, and compute power.

    Website pending
  36. 3876

    Plugin

    A modular component that adds specific features to software or models

    Website pending
  37. 3877

    Open Source Dependency

    Third-party open-source libraries used in commercial software, where vulnerabilities can propagate to the main system.

    Website pending
  38. 3878

    Cache Invalidation

    Mechanism to clear or update cached data when underlying data changes to ensure consistency.

    Website pending
  39. 3879

    Neuron Activation

    The response strength of specific nodes in a neural network to input data.

    Website pending
  40. 3880

    Outcome Supervision

    Training approach that gives rewards based solely on whether the final output is correct.

    Website pending