What is RECALL: A Comprehensive Guide to Understanding Information Retrieval and Memory Performance Metrics

12-17-2025, 10:41:40 PM
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"Recall: A Comprehensive Guide to Understanding Information Retrieval and Memory Performance Metrics" explores Recall's role as a decentralized AI skill marketplace, highlighting its alignment of community needs with AI capabilities. The article addresses challenges in AI development, emphasizing performance-based evaluation and communal governance, suitable for developers and investors interested in decentralized AI platforms operating on the BASE blockchain. Structured around Recall's genesis, market position, technical architecture, and community engagement, it offers insights into market performance and ecosystem dynamics while ensuring optimized keyword density for enhanced readability.
What is RECALL: A Comprehensive Guide to Understanding Information Retrieval and Memory Performance Metrics

Recall (RECALL) - Decentralized AI Skill Market Report

Recall's Positioning and Significance

Recall (RECALL) is a decentralized skill market for AI where communities fund the skills they need, crowdsource AI with those skills, and rank top performers. As an innovative platform operating on the BASE blockchain, Recall addresses the critical challenge of aligning AI development with community-driven demands and quality assessment.

As of December 2025, Recall has established itself as an emerging player in the AI and blockchain sectors, with a market capitalization of approximately $91.55 million USD. The platform maintains an active holder community of 25,944 token holders and operates across 21 cryptocurrency exchanges, including Gate.com, demonstrating growing market adoption and accessibility.

This report provides a comprehensive analysis of Recall's technical architecture, market performance, and operational mechanisms.


Origin and Development History

Genesis and Background

Recall emerged to address a fundamental problem in the AI development landscape: the gap between communities needing specific AI capabilities and developers possessing those skills. By introducing a decentralized marketplace model, Recall empowers communities to directly fund and crowdsource AI solutions while establishing transparent performance-based ranking systems.

The platform leverages blockchain technology to create an open, permissionless environment where skill demands are matched with capable AI providers, eliminating intermediaries and enabling direct community participation in AI development priorities.

Market Position and Adoption

  • Current Ranking: #432 in global cryptocurrency market capitalization
  • Total Supply: 1,000,000,000 RECALL tokens
  • Circulating Supply: 722,705,108.7322 RECALL tokens (72.27% circulating ratio)
  • Market Capitalization: $66,163,652.70 USD
  • Fully Diluted Valuation: $91,550,000 USD
  • Active Holders: 25,944 addresses
  • Trading Venues: 21 exchanges globally

Price Performance Metrics

Current Price: $0.09155 USD (as of December 18, 2025)

Price Movement Summary:

  • 1 Hour: +0.44% ($0.000401 change)
  • 24 Hours: +5.3% ($0.004608 change)
  • 7 Days: -22.47% ($0.026533 decline)
  • 30 Days: -27.68% ($0.035040 decline)
  • 1 Year: -74.88% ($0.272901 decline)

Historical Milestones:

  • All-Time High (ATH): $0.6255 USD (October 18, 2025)
  • All-Time Low (ATL): $0.08336 USD (December 1, 2025)
  • 24-Hour Range: $0.08456 - $0.10452 USD

Trading Metrics:

  • 24-Hour Volume: $1,685,807.34 USD
  • Market Dominance: 0.0029%

How Recall Operates?

Decentralized Architecture

Recall operates on a distributed network utilizing the BASE blockchain, eliminating dependence on centralized authorities. The platform's infrastructure relies on a global network of nodes that collectively validate transactions and maintain the integrity of the skill marketplace ecosystem.

This decentralized structure grants participants complete autonomy over their contributions and earnings while ensuring the system remains resistant to censorship and single points of failure. Users maintain direct control over their digital assets and marketplace activities without intermediary oversight.

Blockchain Foundation

Recall's blockchain layer serves as an immutable, transparent ledger recording all skill marketplace activities, transactions, and performance rankings. Each transaction is cryptographically secured and permanently recorded across the distributed network.

The platform operates on the BASE blockchain, a Layer 2 solution that provides enhanced scalability and efficiency while maintaining security through cryptographic verification. This architecture enables rapid settlement times and reduced transaction costs compared to traditional mainchain operations.

Community-Driven Skill Matching

Recall's distinctive mechanism allows communities to collectively identify needed AI skills, funding these requirements through the platform. The crowdsourcing component enables developers and AI providers to contribute their capabilities, competing to deliver the demanded solutions.

Performance-based ranking systems ensure transparency and quality assessment. Communities evaluate and rank AI providers based on demonstrated capability and results, creating a merit-based ecosystem where superior performers gain visibility and opportunity.

Security and Trust Mechanisms

Recall employs advanced cryptographic protocols to secure all marketplace transactions:

  • Private Key Cryptography: Each participant maintains a private key for authenticating transactions and establishing ownership
  • Public Key Infrastructure: Public keys enable verification of claims and asset ownership without revealing sensitive information
  • Transaction Verification: All activities undergo cryptographic validation across the distributed network
  • Immutable Records: Blockchain technology ensures transaction histories cannot be altered or disputed retroactively

These security layers establish trustless interactions within the marketplace, allowing communities and AI providers to transact confidently without relying on traditional trust intermediaries.



Conclusion

Recall represents an innovative approach to AI development by introducing decentralized community governance into skill funding and talent allocation. Through its blockchain-based marketplace, the platform enables direct alignment between community needs and AI developer capabilities while maintaining transparent, performance-based evaluation systems.

As the cryptocurrency market evolves and AI integration deepens, Recall's positioning as a decentralized skill marketplace offers unique value in democratizing AI development priorities and removing intermediaries from the talent acquisition process. Token holders participate in an emerging ecosystem that addresses genuine inefficiencies in how AI capabilities are currently matched with demand.

Investors and participants should monitor Recall's ecosystem development, community growth, and marketplace adoption as key indicators of long-term viability and value appreciation potential.

Recall Market Performance Report

Recall's Market Performance

Circulation Overview

As of December 18, 2025, Recall (RECALL) has a circulating supply of 722,705,108.73 tokens, with a total supply capped at 1,000,000,000 tokens. The circulating supply represents 72.27% of the total supply, indicating a fixed supply model with no inflation mechanism.

Price Volatility

Recall reached its all-time high of $0.6255 on October 18, 2025, reflecting strong market momentum and investor confidence during the period. Conversely, the token hit its all-time low of $0.08336 on December 1, 2025, marking a significant correction phase.

Currently trading at $0.09155 as of December 18, 2025, Recall has experienced considerable volatility over various timeframes:

  • 1 Hour: +0.44% ($0.000401)
  • 24 Hours: +5.30% ($0.004608)
  • 7 Days: -22.47% ($0.026533)
  • 30 Days: -27.68% ($0.035040)
  • 1 Year: -74.88% ($0.272901)

The substantial year-over-year decline reflects broader market adjustments and price discovery in the AI-focused cryptocurrency segment.

Click to view current RECALL market price

Market Capitalization

  • Market Cap: $66,163,652.70
  • Fully Diluted Valuation (FDV): $91,550,000.00
  • 24-Hour Trading Volume: $1,685,807.34
  • Market Dominance: 0.0029%

The token ranks #432 by market capitalization, indicating a mid-tier position within the broader cryptocurrency ecosystem. The ratio of market cap to FDV (72.27%) suggests moderate distribution of available supply.

Trading Activity

With 21 exchange listings and 25,944 token holders, Recall maintains reasonable liquidity and decentralization across a distributed user base. The daily trading volume reflects ongoing market interest in this decentralized AI skill market platform.

Recall (RECALL) Comprehensive Analysis Report

Overview

Recall is a decentralized skill market for AI where communities fund the skills they need, crowdsource AI with those skills, and rank top performers. As of December 18, 2025, RECALL is ranked #432 in the cryptocurrency market with a current price of $0.09155.

Key Market Metrics

Metric Value
Current Price $0.09155
Market Cap $66,163,652.70
Fully Diluted Valuation $91,550,000.00
24H Volume $1,685,807.34
Circulating Supply 722,705,108.73 RECALL
Total Supply 1,000,000,000 RECALL
Market Share 0.0029%
Token Holders 25,944

Price Performance

Timeframe Change Absolute Change
1 Hour +0.44% +$0.0004
24 Hours +5.3% +$0.0046
7 Days -22.47% -$0.0265
30 Days -27.68% -$0.0350
1 Year -74.88% -$0.2729

All-Time High: $0.6255 (October 18, 2025)
All-Time Low: $0.08336 (December 1, 2025)


Recall Ecosystem and Applications

Core Use Case

Recall operates as a decentralized AI skill marketplace with the following fundamental mechanisms:

  • AI Skill Development: Communities collectively fund the development and improvement of specific AI skills they require, creating a crowdsourced approach to AI training and deployment.

  • Performance-Based Ranking: The platform implements a ranking system that evaluates AI performers based on their effectiveness in executing funded skills, creating transparent meritocratic structures within the ecosystem.

  • Community Governance: Participants have direct influence over which skills receive funding, enabling democratic decision-making within the Recall network.


Market Position and Distribution

Recall operates on the BASE EVM blockchain, ensuring compatibility with the Base network ecosystem. The token distribution shows a healthy market structure with 72.27% circulating supply against total supply, indicating a measured release schedule.

With 21 trading pairs across various exchanges including Gate.com, RECALL maintains reasonable liquidity for trading activities.


Community and Social Media Presence

Official Channels

Recall maintains an active online presence through multiple platforms:

Community Engagement

Recall has built a community of 25,944 token holders, demonstrating growing interest in the decentralized AI skill marketplace concept. The community actively engages through Discord and X, discussing protocol developments, skill funding proposals, and performance metrics of various AI models.


Challenges and Considerations

As an emerging decentralized AI platform, Recall faces several challenges:

  • Market Volatility: The token has experienced significant price fluctuations, with a -74.88% decline over the past year, reflecting broader cryptocurrency market dynamics and the speculative nature of emerging AI projects.

  • Competitive Landscape: Recall operates within an increasingly competitive space as various projects pursue decentralized AI solutions and infrastructure development.

  • Adoption and Scaling: Success depends on achieving meaningful adoption of the AI skill marketplace by communities and developers, requiring substantial network effects.

  • Technical Execution: Delivering on the vision of a functional, efficient decentralized AI coordination platform presents ongoing technical challenges.


How to Participate in Recall

Purchase Channels

RECALL tokens are available on Gate.com and 20 other trading exchanges, providing multiple avenues for acquisition.

Network Interaction

Users can interact with the Recall ecosystem through:

  1. Direct Participation: Engage with the community on Discord and X to understand skill funding proposals and network developments.

  2. Token Management: Store RECALL tokens securely and manage holdings through BASE-compatible wallets.

  3. Community Governance: Participate in discussions regarding which AI skills should receive community funding and support.

Development Integration

Developers interested in contributing to the Recall ecosystem can access technical documentation through the official website and vision document to understand the protocol architecture and integration opportunities.


Additional Resources

  • Official Website: Visit Recall.network for comprehensive information about the platform, features, and latest developments.

  • Vision Document: The Recall Vision Paper provides detailed technical architecture, project objectives, and long-term goals.

  • Community Channels: Follow @recallnet on X for protocol updates, community announcements, and ecosystem news. Join the Discord community for real-time discussion and support.


Summary

Recall represents an innovative approach to decentralized AI coordination, addressing the challenge of scaling AI development through community-driven funding and performance-based ranking mechanisms. The platform operates on the efficient BASE blockchain, providing a technical foundation for its marketplace operations.

With a market cap of approximately $66 million and active community engagement across multiple platforms, Recall has established a foundation for its vision of democratized AI skill development. The project benefits from clear positioning within the broader AI and blockchain landscape.

While facing market headwinds reflected in recent price performance and the inherent challenges of emerging technology platforms, Recall's unique approach to AI skill markets and its active development roadmap position it as a notable participant in the intersection of decentralized technology and artificial intelligence.

Whether you are exploring emerging AI blockchain projects or seeking to understand decentralized skill marketplaces, Recall warrants attention as part of the evolving Web3 infrastructure landscape.

FAQ

What does recall it mean?

Recall is a government-issued notice informing consumers about defective products. It ensures public safety by urging users to stop using the product and offering reimbursement. This process prevents potential harm from unsafe goods.

What is a recall in AI?

Recall in AI measures how well a model identifies all relevant positive instances from a dataset. Higher recall means fewer missed positives, indicating better model completeness. It's commonly used alongside other metrics to evaluate overall model performance and accuracy.

What is recall in psychology?

Recall is a cognitive process where you retrieve information from memory without external prompts or cues. It contrasts with recognition and is a fundamental component of memory, testing your ability to access stored information directly.

What does recall mean in law?

In law, recall is a democratic process allowing citizens to remove an elected official from office through voting. It serves as an accountability mechanism, ensuring public officials remain responsive to constituents. Recall can also mean canceling or nullifying legal decisions, or a manufacturer requesting product returns due to defects or safety concerns.

* 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.
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