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Ultimate Guide to Using the Caselaw Access Project (CAP) in 2024 (With Examples)
Everything you need to know to effectively access Caselaw Access Project (CAP) data. Explore examples, insights, and the impact of licensing changes in 2024.
Introduction to Denial of Service (DoS) Attacks
A Denial of Service (DoS) attack is a malicious attempt to disrupt the normal functioning of a targeted server, service, or network by overwhelming it with a flood of internet traffic.
Common Prompting Techniques
Common prompting techniques like zero-shot, few-shot, and chain-of-thought help guide language models toward more accurate next word prediction.
Introduction to Hallucinations
A hallucination is a convincingly inaccurate, nonsensical, or imprecise language model response due to lack of knowledge.
Introduction to Grounding
Grounding a language model is the process of connecting the model to an external source of knowledge - through either a curated data set or a web browser.
Introduction to Fine-Tuning
Fine-tuning is the process of teaching a language model specific input-output examples to adapt it for novel tasks.
Introduction to Prompting
Prompting a language model is instructing it to perform a specific task or set of tasks using natural language. It's helpful to imagine prompting as a form of delegation.
Introduction to Large Language Models (LLMs)
Large Language Models (LLMs) are next word predictors that can perform language tasks with human proficiency.
Language Models and Human Memory
Language models mirror human cognitive limitations. For example, they suffer from the serial-position effect and get confused by excessive amounts of data.