Chain-of-Thought
AI Method
Overview
Developed byGoogle Research
Founded2022
Licenseresearch concept - not software licensed
Use caseimproving reasoning capabilities in large language models
Integrates with
Also see
Alternative to
Knowledge graph stats
Claims18
Avg confidence94%
Avg freshness99%
Last updatedUpdated 4 days ago
Trust distribution
100% unverified
Governance
Not assessed
Chain-of-Thought
concept
Prompting technique that encourages models to show step-by-step reasoning, used in many agent frameworks.
Compare with...published year
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| 2022 | ○Unverified | High | Fresh | 1 |
primary use case
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| improving reasoning capabilities in large language models | ○Unverified | High | Fresh | 1 |
| arithmetic problem solving | ○Unverified | High | Fresh | 1 |
| mathematical reasoning tasks | ○Unverified | High | Fresh | 1 |
based on
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| prompting strategy that encourages step-by-step reasoning | ○Unverified | High | Fresh | 1 |
| step-by-step reasoning prompting | ○Unverified | High | Fresh | 1 |
related to
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| prompt engineering | ○Unverified | High | Fresh | 1 |
integrates with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| transformer-based language models | ○Unverified | High | Fresh | 1 |
developed by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Google Research | ○Unverified | High | Fresh | 1 |
alternative to
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| few-shot prompting | ○Unverified | High | Fresh | 1 |
| zero-shot prompting | ○Unverified | High | Fresh | 1 |
supports model
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| PaLM | ○Unverified | High | Fresh | 1 |
| GPT-3 | ○Unverified | High | Fresh | 1 |
| Codex | ○Unverified | Moderate | Fresh | 1 |
founded year
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| 2022 | ○Unverified | High | Fresh | 1 |
requires
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| natural language prompting interface | ○Unverified | High | Fresh | 1 |
license type
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| research concept - not software licensed | ○Unverified | Moderate | Fresh | 1 |
| research methodology | ○Unverified | Moderate | Fresh | 1 |