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What is Holo3?

Holo3 is a cutting-edge multimodal AI system developed by H Company, intended to operate computers and execute functions within graphical user interfaces (GUIs) across a range of platforms such as web, desktop, and mobile devices. Unlike traditional language models that mainly emphasize text generation, Holo3 functions as a "computer-use" model; it examines system screenshots, decodes visual components, and carries out specific actions like clicking, typing, and scrolling in a sequential manner to achieve real-world tasks. Leveraging a Mixture-of-Experts architecture, this model skillfully navigates complex, multi-step operations while reducing computational costs by activating only a subset of its parameters for each individual task. Designed for practical application, Holo3 integrates smoothly into business environments via an agent-based platform, which allows organizations to set up, initiate, and manage automated workflows in a comprehensive manner. This groundbreaking methodology not only optimizes operational efficiency but also boosts productivity by freeing users to concentrate on more strategic decision-making efforts. As a result, Holo3 represents a significant advancement in the field of AI, paving the way for enhanced automation in various sectors.

What is Beam?

Beam marks the launch of Reflection’s first open-weight model, distinguished by its sparse Mixture-of-Experts architecture, which boasts an impressive 501 billion parameters, with 23 billion actively engaged, specifically designed for tasks related to coding, reasoning, and agentic functions. This model's capabilities stem from rigorous pretraining and reinforcement learning, built upon a massive dataset of 23.8 trillion diverse, high-quality tokens obtained from various sources, including the internet, public domains, and proprietary licenses. By focusing on optimizing coding and agentic functionalities, Beam aims to deliver competitive performance in the open-weight space while prioritizing efficient inference computation. It is proficient in managing a diverse range of tasks, such as complex software development, terminal commands, STEM-related activities, web searches, tool application, and general knowledge queries. Utilizing reinforcement learning methods enhances its proficiency in multi-step reasoning, effective tool use, and adaptability to environmental cues. Furthermore, users can customize the model's output by adjusting a reasoning effort parameter, allowing for a tailored balance between efficiency and performance to meet their individual requirements. In essence, Beam is not only a technological advancement but also a versatile tool that empowers users to navigate complex tasks with precision.

Media

Media

Integrations Supported

Hugging Face

Integrations Supported

API Availability

Has API

API Availability

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS
Windows
Mac
On-Prem
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub
Online Training

Company Facts

Organization Name

H Company

Company Location

France

Company Website

hcompany.ai/holo3

Company Facts

Organization Name

Reflection

Company Location

United States

Company Website

reflection.ai/blog/introducing-beam

Categories and Features

AI Models

Not specified

Categories and Features

AI Models

Not specified

AI Reasoning Models

Not specified

Large Language Models

Not specified

Open-Weight AI Models

Not specified

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