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What is World ID?

World ID functions as a privacy-centric protocol that empowers individuals to authenticate their personal information online while ensuring that unrelated data remains private. Accompanying this protocol is the World ID app, which allows users to claim, manage, and present cryptographic proofs, including Proof of Human, Proof of Presence, and Proof of Attributes like age or nationality. To gain Proof of Human, users must undergo a verification process via Orb, while the other types of proofs can be obtained through various supported verification methods. Users utilize World ID in conjunction with affiliated applications and services for authenticating their human identity and performing access validations. Developers can also integrate World ID into web, mobile, and decentralized applications, which helps mitigate bot activity and prevents the creation of duplicate accounts while verifying authentic human participation. This open-source protocol is designed to enhance digital identity verification, and it is essential to recognize that the availability of proofs, integrations, and verification techniques may vary depending on location and specific implementation. As the digital landscape evolves, World ID represents a pivotal advancement in establishing secure online identities. With its potential to foster trust and security in digital interactions, it could reshape how individuals engage with online platforms.

What is Leanstral 1.5?

Leanstral 1.5 is a model under the Apache-2.0 license, crafted for proficient proof engineering within Lean 4, with the goal of improving both the functionality and accessibility of formal verification. This model features a remarkable total of 119 billion parameters, of which 6 billion are actively utilized, representing a major leap in efficiency for tasks related to theorem proving, agent-based proof engineering, and practical code verification. The evolution of Leanstral 1.5 included an extensive three-phase training regimen, which encompassed mid-training, supervised fine-tuning, and reinforcement learning through CISPO. In a multiturn environment, the model is designed to accept a theorem statement, propose a proof, and iteratively adjust its strategy based on input from the Lean compiler until the proof compiles successfully or resources run out. Operating in the code agent framework, Leanstral acts similarly to a developer navigating through a file system, enabling it to modify files, run bash commands, and engage with the Lean language server to track goals, errors, and type information in real time. This cutting-edge methodology not only simplifies the proof engineering workflow but also significantly enriches the overall user experience in formal verification tasks, making the process both more efficient and user-friendly. Furthermore, the integration of these capabilities positions Leanstral 1.5 as a transformative tool in the landscape of formal verification.

Media

Media

Integrations Supported

Browserbase
Exa
Vercel
Zoom

Integrations Supported

API Availability

Has API

API Availability

Has API

Pricing Information

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 Version

Pricing Information

Free
Free Version

Supported Platforms

SaaS
Android
iPhone

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

World Foundation

Date Founded

2022

Company Location

Cayman Islands

Company Website

world.org/world-id

Company Facts

Organization Name

Mistral AI

Date Founded

2023

Company Location

France

Company Website

mistral.ai/news/leanstral-1-5/

Categories and Features

Categories and Features

AI Models

Not specified

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