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Description
Leanstral is an open-source AI code agent created by Mistral AI to support formal software verification and mathematical proof development using Lean 4. The system is designed to generate code while simultaneously validating its correctness through formal proof mechanisms. Unlike many AI coding assistants that rely on general-purpose language models, Leanstral is specifically optimized for proof engineering tasks within structured repositories. The model operates using a sparse architecture with efficient active parameters, allowing it to deliver strong performance without requiring extremely large computational resources. Leanstral integrates closely with the Lean proof assistant, which acts as a strict verifier for mathematical reasoning and software specifications. Developers and researchers can use the model to build verified implementations, reducing the need for time-consuming manual debugging and validation. The project is released under the Apache 2.0 open-source license, ensuring accessibility and flexibility for customization. Leanstral also supports integration with model communication protocols, enabling compatibility with development tools and extensions. Benchmarks show that the system can compete with larger closed-source coding agents while maintaining significantly lower operational costs. By combining automated reasoning, code generation, and formal proof verification, Leanstral introduces a new approach to building trustworthy AI-assisted software systems.
Description
World ID serves as a privacy-focused protocol, enabling individuals to validate personal details online while keeping unrelated information confidential. The accompanying World ID application allows users to claim, manage, and showcase cryptographic proofs, which include Proof of Human, Proof of Presence, and Proof of Attributes such as age or nationality. To obtain Proof of Human, users undergo verification through Orb, whereas other proofs can be acquired using various supported verification techniques. Individuals leverage World ID alongside participating applications and services for authenticating human identity and conducting access verifications. Additionally, developers have the capability to incorporate World ID into web, mobile, and decentralized applications, aiding in the prevention of bot activity and the creation of duplicate accounts, while also confirming genuine human engagement. This protocol is open source, and it’s important to note that the availability of proofs, integrations, and verification methods may differ based on geographic location and specific implementation. Ultimately, World ID stands as a significant innovation in the realm of digital identity verification.
API Access
Has API
No
API Access
Has API
Yes
Integrations
Browserbase
No
Exa
No
Mistral AI
Yes
Mistral AI Studio
Yes
Mistral Vibe
Yes
Vercel
No
Zoom
No
Integrations
Browserbase
Yes
Exa
Yes
Mistral AI
No
Mistral AI Studio
No
Mistral Vibe
No
Vercel
Yes
Zoom
Yes
Pricing Details
Free
Open source
Free Trial
No
Free Version
Yes
Pricing Details
World ID use is free for end users. The announced fee model expects applications to pay protocol and credential fees in WLD; fee components may depend on the credential issuer and protocol fee policy.
Free Trial
No
Free Version
Yes
Deployment
Web-Based
No
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
Yes
iPad App
No
Android App
Yes
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Mistral AI
Founded
2023
Country
France
Website
mistral.ai
Vendor Details
Company Name
World Foundation
Founded
2022
Country
Cayman Islands
Website
world.org/world-id
