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Description
FutureHouse is a nonprofit research organization dedicated to harnessing AI for the advancement of scientific discovery in biology and other intricate disciplines. This innovative lab boasts advanced AI agents that support researchers by speeding up various phases of the research process. Specifically, FutureHouse excels in extracting and summarizing data from scientific publications, demonstrating top-tier performance on assessments like the RAG-QA Arena's science benchmark. By utilizing an agentic methodology, it facilitates ongoing query refinement, re-ranking of language models, contextual summarization, and exploration of document citations to improve retrieval precision. In addition, FutureHouse provides a robust framework for training language agents on demanding scientific challenges, which empowers these agents to undertake tasks such as protein engineering, summarizing literature, and executing molecular cloning. To further validate its efficacy, the organization has developed the LAB-Bench benchmark, which measures language models against various biology research assignments, including information extraction and database retrieval, thus contributing to the broader scientific community. FutureHouse not only enhances research capabilities but also fosters collaboration among scientists and AI specialists to push the boundaries of knowledge.
Description
Kosmos is introduced as an advanced "AI Scientist" designed to autonomously engage in discovery by analyzing extensive scientific writings and running code to arrive at innovative insights. By employing structured world models, it effectively integrates knowledge acquired from numerous agent trajectories while ensuring consistency across tens of millions of tokens, thus overcoming the limitations in context length that previous language model-based systems faced. In a typical operational cycle, Kosmos can review around 1,500 research papers and execute 42,000 lines of analytical code, achieving in a single day what beta testers believe would require a human researcher six months to accomplish. Furthermore, the outputs generated by Kosmos are entirely traceable; every conclusion drawn in its reports can be directly linked to the exact lines of code and relevant literature excerpts that contributed to it, facilitating comprehensive scrutiny of its reasoning process. This level of transparency not only enhances credibility but also allows for deeper insights into the research methodology employed by Kosmos.
API Access
Has API
No
API Access
Has API
No
Integrations
Edison Analysis
No
GPT-5
No
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
$50 per month
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
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
Yes
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
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
Yes
In Person
No
Vendor Details
Company Name
FutureHouse
Founded
2023
Country
United States
Website
www.futurehouse.org
Vendor Details
Company Name
Edison Scientific
Founded
2025
Country
United States
Website
edisonscientific.com/articles/announcing-kosmos