Results for "language"

Language Model

Intermediate

A model that assigns probabilities to sequences of tokens; often trained by next-token prediction.

A language model is like a smart assistant that predicts what word comes next in a sentence based on the words that came before it. Imagine you’re playing a word game where you have to guess the next word in a sentence. The model learns from a huge amount of text, like books and articles, to unde...

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79 results

Wake Word Detection Intermediate

Detects trigger phrases in audio streams.

Speech & Audio AI
Tool Invocation Advanced

Agent calls external tools dynamically.

Agents & Autonomy
Chinchilla Scaling Intermediate

Scaling law optimizing compute vs data.

AI Economics & Strategy
One-Shot Prompting Intro

One example included to guide output.

Prompting & Instructions
Few-Shot Prompting Intro

Multiple examples included in prompt.

Prompting & Instructions
Self-Consistency Intro

Sampling multiple outputs and selecting consensus.

Prompting & Instructions
Decomposition Prompt Intro

Breaking tasks into sub-steps.

Prompting & Instructions
Scratchpad Intro

Temporary reasoning space (often hidden).

Prompting & Instructions
Retrieval Prompt Intro

Prompt augmented with retrieved documents.

Prompting & Instructions
Exposure Bias Intermediate

Differences between training and inference conditions.

Model Failure Modes
Tool-Augmented Prompt Intro

Enables external computation or lookup.

Prompting & Instructions
Prompt Sensitivity Intermediate

Small prompt changes cause large output changes.

Model Failure Modes
Token Budgeting Intermediate

Limiting inference usage.

AI Economics & Strategy
Intent Recognition Frontier

Inferring human goals from behavior.

World Models & Cognition
E-Discovery Intermediate

AI-assisted review of legal documents.

AI in Law
AI Hallucination Intermediate

Fabrication of cases or statutes by LLMs.

AI in Law
Automated Hypothesis Generation Advanced

AI proposing scientific hypotheses.

AI in Science
Narrow AI Frontier

AI limited to specific domains.

AGI & General Intelligence
Self-Supervised Learning Intermediate

Learning from data by constructing “pseudo-labels” (e.g., next-token prediction, masked modeling) without manual annotation.

Machine Learning

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