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Description

Leanstral 1.5 is a model licensed under Apache-2.0, designed for effective proof engineering in Lean 4, aimed at enhancing the capabilities and accessibility of formal verification. It boasts a total of 119 billion parameters, with 6 billion of them being active, marking a significant improvement in performance for tasks such as theorem proving, agent-based proof engineering, and the verification of practical code. The development of Leanstral 1.5 involved a comprehensive three-stage training process, which included mid-training, supervised fine-tuning, and reinforcement learning utilizing CISPO. In a multiturn environment, the model is tasked with receiving a theorem statement, submitting a proof, and refining its approach based on feedback from the Lean compiler until the proof is either successfully compiled or the available resources are depleted. In the code agent setting, Leanstral functions similarly to a developer navigating a raw filesystem, allowing it to edit files, execute bash commands, and interact with the Lean language server to monitor goals, errors, and type information in real time. This innovative approach not only streamlines the proof engineering process but also significantly enhances the user experience in formal verification tasks.

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 Yes 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Browserbase No 
Exa No 
Vercel No 
Zoom No 

Integrations

Browserbase Yes 
Exa Yes 
Vercel Yes 
Zoom Yes 

Pricing Details

Free
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 Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
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 Yes 

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/news/leanstral-1-5/

Vendor Details

Company Name

World Foundation

Founded

2022

Country

Cayman Islands

Website

world.org/world-id

Product Features

Product Features

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