Over the decades since it was begun, the work done in the Visible Embryo Project has led to the development of several important technological breakthroughs that have had a worldwide impact:
Spatial transcriptomics Even though spatial mapping of Omics data had been described as an initial goal of the VEP, it wasn't until 1999 that four VEP collaborators, Michael Doyle, George Michaels, Maurice Pescitelli, and Betsey Williams worked together to create a system for what they called "spatial genomics."
The cloud In 1993, Doyle became the Director of the
UCSF Center for
Knowledge Management (CKM). To create the underlying software and hardware that would provide the needed computational power for the VEP, Doyle's CKM group designed a new paradigm for performing remote client-server volume visualization over the Internet. To hide the complexity of the system from the user, they modified one of the earliest versions of the
NCSA Mosaic Web browser to allow their interactive cloud-computing applications to be automatically launched and run embedded within Web pages, so any user would need only to load a Web document from the VEP and would be able to immediately interactively explore the project's multidimensional datasets, rather than static representations of those datasets. In November 1993, the CKM's VEP research group demonstrated this system, the first
Web-based Cloud application platform, on-stage to a meeting of approximately 300 Bay Area SIGWEB members at Xerox PARC. Today, this capability is called "
the Cloud." The VEP team's work opened the door to the potential of the Web to provide rich information resources to users, regardless of where they were located and spawned a multi-trillion-dollar industry as a result.
zMap Doyle then began to focus more directly on the problem of how to navigate within these complex biomedical volume datasets and developed a system for mapping the semantic identity of morphological structures within the datasets and integrating those mappings with the hypermedia linking mechanism of the Web. This led to the creation of the first three-dimensional Web
image map system and was used to create a variety of online interactive reference systems for biomedical education and research throughout the 90s and beyond.
Blockchain One of the challenges for large collaborative knowledge bases is how to assure the integrity of data over a long period of time. Standard cryptographic methods that depend upon trusting a central validation authority are vulnerable to a variety of factors that can lead to data corruption, including hacking, data breaches, insider fraud, and the possible disappearance of the validating authority itself. To solve this problem for the VEP data collections, Doyle created a novel type of cryptographic system, called
Transient-key cryptography. This system allows the validation of
data integrity without requiring users of the system to trust any central authority, and also represented the first
decentralized blockchain system, enabling the later creation of the
Bitcoin system. In the mid-2000s, this technology was adopted as a national standard in the
ANSI ASC X9.95 Standard for
trusted timestamps.
Virtual assistants Since the mid-2000s, the VEP team has made great use of digital voice and text communications systems, to facilitate communications among geographically-distributed team members. To increase the efficiency of these communications, Michael Doyle and Steve Landers collaborated to create the Skybot system, the first AI-based mobile
virtual assistant system. Skybot used the power and flexibility of AI to dramatically expand the use of messaging systems. Using Skybot, one could create a variety of programmable responses to incoming calls and chat messages. The system incorporated a state machine that could be configured to automatically trigger automated responses to various communication and user-context events. This provided the user with a surprisingly broad and powerful set of capabilities for automating mobile communication operations and pioneered the mobile
intelligent-assistant product category that is now ubiquitous worldwide. ==Current status==