xAI
1. Summary
- Description
-
xAI (Explainable AI) is a rapidly growing field that focuses on developing artificial intelligence models that are transparent, interpretable, and understandable by human beings. It combines machine learning algorithms with techniques that provide clear explanations of how decisions are made, enhancing trust, and user experience in applications fro...
xAI (Explainable AI) is a rapidly growing field that focuses on developing artificial intelligence models that are transparent, interpretable, and understandable by human beings. It combines machine learning algorithms with techniques that provide clear explanations of how decisions are made, enhancing trust, and user experience in applications from healthcare to finance.
Key Aspects
Understanding and Interpretability
xAI emphasizes the importance of enabling humans to comprehend the decision-making processes of machine learning models. This includes interpretability methods such as Local Interpretable Model-Agnostic Explanations (LIME) and Deep Learning Important FeaTures (DeepLIFT), which explain model behavior by comparing inputs and outputs. Strategies like decision trees and concept bottleneck models also help elicit human understanding.
Transparency and Methods
The field of xAI addresses the challenge of complex models being opaque in their decision-making processes. Techniques like DeepLIFT analyze how each neuron contributes to the model's outcome, providing a clear, traceable link between inputs and outputs. Other methods, such as heat maps and SHAP values, provide local and global explanations for data.
Critical Role in User Experience
xAI significantly enhances user trust by making AI models explainable and transparent. Users need to understand how AI models work to trust them, especially in high-stakes applications. This trust is crucial for widespread adoption and ethical use of AI in industries.
| Price | |
| 52W High price | $0.000000006000 |
| 52W High date | 8th Nov 2023 (1 year ago) |
| All Time High (ATH) Date | 10th Dec 2024 (2 months ago) |
| All Time Low (ATL) Date | 10th Dec 2024 (2 months ago) |
| Supply & Trading Volume | |
| Trading Volume (24h) | $8.00 |
How does xAI's () performance compare to the median performance for assets of a similar market capitalization?
30 Day Return
%
51,640.9%
Similar Market Cap
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Historic data is only available from 22nd April 2022
Total Followers
| Reddit Subscribers | |
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| Active Reddit Users (past 24h) | |
| Discord users | |
| Active Discord Users | |
| Telegram Users | 2,030 |
| Twitter followers | 1,537 |
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| Website | https://xai.gd |
|---|---|
| Explorer | https://bscscan.com/token/0x8ea43e15b1a616a19903f6... |
| @xai_gd |
What is the correct contract address for xAI?
| Binance-smart-chain | 0x8ea43e15b1a616a19903f6a87498f7dca1efae0f |
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Has xAI been audited for security?
No security audits found for this project.
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