Today for AI

EXPLORE / 06

Terms index

Specialized AI and software-development terms with concise explanations

Entity records

4520 records · 93/113

  1. 3681

    Uncertainty Quantification

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

    Website pending
  2. 3682

    Self-Critique

    Process where a model reflects on and corrects its own output

    Website pending
  3. 3683

    Long-horizon Decision Making

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

    Website pending
  4. 3684

    Few-shot Learning

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

    Website pending
  5. 3685

    Video PreTraining

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

    Website pending
  6. 3686

    Beta Testing

    Public testing phase involving select users before official product release.

    Website pending
  7. 3687

    Language Model (LM)

    Neural network architecture predicting next tokens based on probabilistic statistics.

    Website pending
  8. 3688

    Fill-in-the-Middle (FIM)

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

    Website pending
  9. 3689

    Hazard Analysis

    Methodology for systematically identifying potential risk sources and assessing their impact

    Website pending
  10. 3690

    Code Synthesis

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

    Website pending
  11. 3691

    Robustness

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

    Website pending
  12. 3692

    Speech Recognition

    The process of converting spoken language into text or commands

    Website pending
  13. 3693

    Outpainting

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

    Website pending
  14. 3694

    Overoptimization

    Phenomenon where excessive fitting to proxy objectives degrades true performance

    Website pending
  15. 3695

    KL Divergence

    Information-theoretic measure of difference between two distributions

    Website pending
  16. 3696

    Reward Model

    Neural network predicting human preference for outputs

    Website pending
  17. 3697

    Multi-turn Dialogue

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

    Website pending
  18. 3698

    Point Cloud

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

    Website pending
  19. 3699

    NLG

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

    Website pending
  20. 3700

    GPT-3

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

    Website pending
  21. 3701

    Disinformation

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

    Website pending
  22. 3702

    Text Classifier

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

    Website pending
  23. 3703

    Low-resource Language

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

    Website pending
  24. 3704

    Scaling Deep Learning

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

    Website pending
  25. 3705

    Plugin

    A modular component that adds specific features to software or models

    Website pending
  26. 3706

    Open Source Dependency

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

    Website pending
  27. 3707

    Cache Invalidation

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

    Website pending
  28. 3708

    Neuron Activation

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

    Website pending
  29. 3709

    Outcome Supervision

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

    Website pending
  30. 3710

    Process Supervision

    Training method that rewards or penalizes each step of the model's reasoning process.

    Website pending
  31. 3711

    Model Pinning

    Locking a specific model snapshot to ensure consistency and stability of output behavior

    Website pending
  32. 3712

    Voluntary Commitments

    Responsibilities undertaken by entities without mandatory legal enforcement

    Website pending
  33. 3713

    AI Detector

    Tools used to identify whether text is generated by artificial intelligence

    Website pending
  34. 3714

    Conversational Interface

    An interface allowing users to interact with systems via natural language

    Website pending
  35. 3715

    Generalization

    The ability of a model to perform well on unseen data

    Website pending
  36. 3716

    Weak Supervision

    Training models using low-quality, noisy, or incomplete labels

    Website pending
  37. 3717

    Scalable Oversight

    Methods enabling humans to effectively monitor and evaluate AI systems far exceeding their capabilities.

    Website pending
  38. 3718

    Weak-to-Strong Generalization

    A paradigm where weaker models supervise or guide stronger models to learn correct behaviors.

    Website pending
  39. 3719

    Superalignment

    The field of ensuring that AI systems smarter than humans remain aligned with human values.

    Website pending
  40. 3720

    Governance Framework

    Policies and practices for managing AI system development, deployment, and risks

    Website pending