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What is Span-01?

Span-01 represents a cutting-edge hyper-parallel reasoning classifier designed to detect complex patterns within large production traces in a single forward pass. Rather than generating tokens sequentially, it evaluates natural-language behavior definitions and outputs direct probabilities that indicate whether a specific behavior is present, absent, or unobservable. The model begins with a foundational training phase focused on general classification reasoning through Reinforcement Learning with Human Feedback (RLAIF), which is followed by fine-tuning aimed explicitly at behavior detection. This training methodology empowers Span-01 to effectively leverage previously unseen definitions for both new behaviors and diverse domains, thereby circumventing the constraints of a fixed taxonomy. During inference, its hyper-parallel definition branches are capable of assessing multiple behaviors at once against the same trace context. Additionally, the use of hybrid attention enhances its ability to reason over lengthy and complex inputs. Engineered for the scrutiny of production environments, Span-01 emphasizes safety, reliability, grounding, agent behavior, and response quality while tackling challenges like jailbreak and prompt injection detection alongside privacy and confidentiality issues. This innovative methodology not only makes Span-01 a noteworthy milestone in the domain but also paves the way for more efficient and thorough investigations into intricate behaviors, ultimately leading to improved decision-making processes. As a result, its deployment could significantly enhance operational standards across various industries.

What is Sage2?

Sage2 is an AI model and API hosted in the cloud, specifically designed for developers focused on building software agents and automating various workflows. It interprets structured task instructions to produce decisions or data outputs that machines can easily understand, which allows applications to delegate tasks such as classification, routing, evaluation, and data extraction to a model optimized for tool-utilizing agents. Developers can engage with Sage through its API, explore its capabilities using browser-based demos, and incorporate it into their development environments like Cursor and Claude Code. The service offers a flexible pricing model for API access, featuring a free tier as well as several paid monthly plans, with the costs and included credits varying according to the chosen option. Primarily aimed at individual developers and software teams, Sage enables them to enhance their applications with sophisticated decision-making and data extraction features without the burden of independently managing the underlying model. This adaptability ensures that it can seamlessly fit into existing workflows, making it an attractive solution for those eager to harness the power of AI effectively. Additionally, Sage2's user-friendly interface and comprehensive support resources further enhance its appeal for developers at all skill levels.

Media

Media

No images available

Integrations Supported

AssemblyAI
Cognee
Google GenAI SDK
JavaScript
LangChain
LinkUp
LlamaIndex
Mastra
Mem0
OpenAI
OpenAI Agents API
PostHog
Python
TypeScript
Vercel

Integrations Supported

Claude Code
Cursor

API Availability

Has API

API Availability

Has API

Pricing Information

$199 per month
Free Version
Free Trial Offered?

Pricing Information

$0
The Free plan costs $0/month and includes $0.20 in usage. The Developer plan costs $14/month and includes $14 in usage. Additional usage is charged by token and web-search rates shown on the pricing page.
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Not specified

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub

Company Facts

Organization Name

Respan

Date Founded

2023

Company Location

United States

Company Website

www.respan.ai/blog/introducing-span-1

Company Facts

Organization Name

Levanto Labs

Date Founded

2026

Company Location

United States

Company Website

levanto.ai/model

Categories and Features

AI Decision Models

Not specified

Categories and Features

AI Decision Models

Not specified

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