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What is Zochi?

Zochi distinguishes itself as the pioneering autonomous AI system that can navigate the complete scientific research process, from hypothesis generation to obtaining peer-reviewed publication, while producing innovative results. Unlike earlier systems that were limited to narrow, predefined tasks, Zochi excels in tackling research issues at the forefront of artificial intelligence. Its efficacy is underscored by a series of peer-reviewed publications accepted at the ICLR 2025 workshops, showcasing Zochi's ability to deliver creative and rigorously validated contributions to the field. Additionally, Zochi identified a critical challenge within AI: the phenomenon of cross-skill interference during parameter-efficient fine-tuning, where adapting models for multiple tasks may enhance one capability at the cost of others. To address this issue, Zochi proposed an innovative strategy known as CS-ReFT (Compositional Subspace Representation Fine-tuning), which focuses on modifying representations rather than changing weights. This transformative method could significantly alter the landscape of how AI systems are fine-tuned for various applications, promising to enhance their versatility and performance in real-world scenarios. The implications of Zochi's advancements may extend far beyond academia, influencing practical implementations across numerous sectors.

What is Hebbia?

Hebbia is an all-encompassing research platform that enables users to swiftly access and manage insights from a variety of unstructured data sources. With capabilities to extract information from numerous public platforms, including SEC filings, earnings calls, and expert network transcripts, as well as internal organizational data, Hebbia effectively integrates with diverse unstructured data types and APIs. This innovative tool significantly streamlines diligence and research processes, allowing users to accomplish tasks with impressive speed. Whether the focus is on analyzing financial statements, pinpointing public comparables, or transforming unstructured information into well-structured formats, achieving results is just a click away. Trusted by prominent global governments and leading financial institutions, Hebbia is dedicated to ensuring the utmost confidentiality of sensitive information. Central to its offering is a strong emphasis on security; Hebbia uniquely positions itself as the first fully encrypted search engine available, guaranteeing that your data is consistently protected. In today’s world, where data privacy holds critical importance, Hebbia not only meets research requirements with exceptional efficiency but also instills a sense of safety for its users. Furthermore, organizations can confidently leverage this platform to enhance their research capabilities while safeguarding their most valuable assets.

Media

Media

Integrations Supported

Dropbox
Google Drive
Microsoft SharePoint
Microsoft Word

Integrations Supported

Dropbox
Google Drive
Microsoft SharePoint
Microsoft Word

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Intology

Date Founded

2025

Company Location

United States

Company Website

www.intology.ai/blog/zochi-tech-report

Company Facts

Organization Name

Hebbia

Date Founded

2020

Company Location

United States

Company Website

hebbia.ai

Categories and Features

Artificial Intelligence

Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

Categories and Features

Enterprise Search

AI / Machine Learning
Faceted Search / Filtering
Full Text Search
Fuzzy Search
Indexing
Text Analytics
eDiscovery

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