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Results for “Hallucination”
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AI Alignment

Research and design for relating AI behavior to human intentions, values and constraints, including reward proxies, feedback and operational evaluation.

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AI Memory

Stored conversation state, preferences and task records, distinguished from context windows and model training, with examples of freshness and access boundaries.

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Anthropic

An AI company that develops the Claude model and product family and conducts AI safety research.

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Attention

A mechanism that lets a neural network weigh the relevance of different positions when computing a representation.

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ChatGPT

A conversational AI product from OpenAI that provides natural-language interaction with AI models.

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ChatGPT Work

A task environment for creating deliverables with available files and tools, explained through clear goals, access boundaries and reviewable outputs.

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Embedding

A numerical vector representation used to encode semantic or structural properties of data.

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GPT

Generative Pre-trained Transformer, a family of autoregressive language models associated with OpenAI.

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Gemini

A family of multimodal AI models and products developed by Google.

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Google AI Ecosystem

A guide to separating Google's research organizations, models, products and Cloud infrastructure when reading AI announcements.

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Hallucination in AI

A generated statement that is unsupported, fabricated, or inconsistent with the available evidence or context.

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Knowledge Distillation

A training method in which a smaller student model learns from the outputs or representations of a larger teacher model.

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Large Language Model (LLM)

A general-purpose language model trained on large datasets and usually built at substantial scale.

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MMLU

Massive Multitask Language Understanding, a benchmark covering many academic and professional subject areas.

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Mistral AI

An AI company providing models and inference services, with a guide to model-specific licenses, hosted versus self-operated deployment and task-level comparison.

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Multimodal AI

AI systems that process or generate more than one type of data, such as text, images, audio, or video.

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RLHF

Reinforcement Learning from Human Feedback, a method for aligning model behavior with human preferences.

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Retrieval-Augmented Generation (RAG)

A method that retrieves external information and supplies it to a generative model as context.

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System Card

Documentation describing a deployed AI system, including capabilities, evaluations, mitigations, and limitations.

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Voice AI

Speech recognition, synthesis and conversation systems, including full-duplex interaction, voice replication and evaluation of actual task outcomes.