What is RECALL: Understanding the Key Metric in Machine Learning Evaluation

11/16/2025, 1:41:10 PM
The article delves into RECALL, a key metric in machine learning evaluation, and introduces its role as a decentralized AI skill market launched in 2025. It explores RECALL's origins, technological framework, and market performance, highlighting its impact on the AI-blockchain integration space. Targeting technology enthusiasts and crypto investors, the article addresses issues like market volatility and adoption hurdles, while showcasing RECALL's community engagement and strategic collaborations. With a focus on ecosystem expansion and a robust roadmap, the piece serves as a comprehensive guide to understanding RECALL's potential in revolutionizing AI skill development.

Recall's Positioning and Significance

In 2025, Recall (RECALL) was launched to address the need for a decentralized AI skill market. As a pioneering platform in the AI and blockchain intersection, Recall plays a crucial role in the development and utilization of AI skills.

As of 2025, Recall has become an important player in the AI-blockchain integration space, with a market cap ranking of 390. It boasts an active community of 20,118 holders and is listed on 20 exchanges, indicating growing adoption and interest in its unique approach to AI skill development and utilization.

Origins and Development History

Background of Creation

Recall was created in 2025 with the goal of revolutionizing how AI skills are developed, funded, and utilized. It emerged during a period of rapid advancement in both AI and blockchain technologies, aiming to create a decentralized marketplace where communities could fund, crowdsource, and rank AI skills.

Important Milestones

  • 2025: Launch of the Recall network, introducing a novel concept of decentralized AI skill markets.
  • October 18, 2025: Recall reached its all-time high price of $0.6255, marking a significant milestone in its market performance.
  • November 14, 2025: Recall experienced its all-time low price of $0.1419, demonstrating the volatility typical of emerging crypto projects.

Supported by its community and development team, Recall continues to optimize its technology, security, and real-world applications in the AI skill marketplace.

How Does Recall Work?

Decentralized Control

Recall operates on a decentralized network of computers (nodes) spread across the globe, free from control by any single entity. These nodes collaborate to validate transactions, ensuring system transparency and attack resistance, thus empowering users with greater autonomy and enhancing network resilience.

Blockchain Core

Recall's blockchain serves as a public, immutable digital ledger that records every transaction. Transactions are grouped into blocks and linked through cryptographic hashes, forming a secure chain. Anyone can view the records, establishing trust without intermediaries.

Ensuring Fairness

Recall uses a consensus mechanism to validate transactions and prevent fraudulent activities such as double-spending. Participants maintain network security through various activities and are rewarded with RECALL tokens. The innovative aspect of Recall lies in its unique approach to creating a decentralized marketplace for AI skills.

Secure Transactions

Recall employs public-private key encryption to protect transactions:

  • Private keys (like secret passwords) are used to sign transactions
  • Public keys (like account numbers) are used to verify ownership

This mechanism ensures fund security while maintaining a certain level of transaction privacy. The BASE blockchain, on which Recall operates, provides additional security features inherent to its infrastructure.

RECALL's Market Performance

Circulation Overview

As of November 16, 2025, RECALL's circulating supply is 656,284,273.0254 tokens, with a total supply of 1,000,000,000 tokens.

Price Fluctuations

RECALL reached its all-time high of $0.6255 on October 18, 2025. Its lowest price was $0.1419, occurring on November 14, 2025. These fluctuations reflect market sentiment, adoption trends, and external factors.

Click to view the current RECALL market price

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On-Chain Metrics

  • Daily Trading Volume: $697,172.97952 (indicating network activity)
  • Active Addresses: 20,118 (reflecting user engagement)

RECALL Ecosystem Applications and Partnerships

Core Use Cases

RECALL's ecosystem supports various applications:

  • AI Skill Market: Communities can fund needed skills and crowdsource AI with those capabilities.
  • Performance Ranking: Top-performing AI models are ranked within the ecosystem.

Strategic Collaborations

RECALL has established a decentralized platform for AI skills, laying a solid foundation for ecosystem expansion.

Controversies and Challenges

RECALL faces the following challenges:

  • Market Volatility: The token has experienced significant price fluctuations.
  • Competitive Pressure: Other AI and blockchain projects may pose competition.
  • Adoption Hurdles: Widespread acceptance of the decentralized AI skill market concept.

These issues have sparked discussions within the community and market, driving continuous innovation for RECALL.

RECALL Community and Social Media Atmosphere

Fan Enthusiasm

RECALL's community shows vitality, with 20,118 holders as of November 16, 2025. On X (formerly Twitter), posts and hashtags related to RECALL often trend, reflecting community engagement.

Social Media Sentiment

Sentiment on X presents a mixed picture:

  • Supporters praise RECALL's innovative approach to AI skill markets and decentralization.
  • Critics may focus on price volatility and the project's relatively new status.

Recent trends show a challenging market sentiment with a 24-hour price decrease of 12.5%.

Hot Topics

X users discuss RECALL's potential in revolutionizing AI skill markets and its role in decentralized technology.


More Information Sources for RECALL

  • Official Website: Visit RECALL's official website for features, use cases, and latest updates.
  • Whitepaper: RECALL whitepaper details its technical architecture, goals, and vision.
  • X Updates: On X platform, RECALL uses @recallnet, covering topics such as technical upgrades, community activities, and partnership news.

RECALL Future Roadmap

  • Ecosystem Goal: Expand the decentralized AI skill market
  • Long-term Vision: Become a leading platform for AI skill sourcing and ranking

How to Participate in RECALL?

  1. Purchase Channels: Buy RECALL on Gate.com
  2. Storage Solutions: Use secure wallet solutions for storage
  3. Participate in Governance: Join community decisions through provided platforms
  4. Build the Ecosystem: Visit developer documentation to contribute or develop on the platform

Summary

RECALL is redefining the intersection of AI and blockchain, offering a decentralized marketplace for AI skills. Its active community, rich resources, and innovative concept make it stand out in the cryptocurrency field. Despite facing challenges such as market volatility and competition, RECALL's innovative spirit and clear vision position it as a notable project in the future of decentralized AI technology. Whether you're a newcomer or an experienced player, RECALL is worth watching and participating in.

FAQ

What does recall it mean?

Recall refers to the ability to retrieve or remember information. In crypto, it may relate to recalling tokens or smart contract functions.

What does it mean to be recalled?

In crypto, being recalled means a token or asset is withdrawn from circulation, often due to issues or upgrades. It can impact value and availability.

What is recall in psychology?

Recall in psychology is the ability to retrieve stored information from memory without external cues. It involves actively recollecting past experiences or learned knowledge.

What is a recall in AI?

Recall in AI measures the ability to identify all relevant instances. It's the ratio of correctly identified positive cases to all actual positive cases, crucial for evaluating model performance.

* The information is not intended to be and does not constitute financial advice or any other recommendation of any sort offered or endorsed by Gate.