The Limits of Human Intelligence
Humans are vulnerable to collective mania, a single idea can spark a catalog of irrational behavior. We examine whether there is any way to predict the unpredictable?Read More
Filter bots and self-promotion from user-generated content to surface authentically engaged audiences and influencers. Capitalize on emerging trends before competitors.
Identify influential nodes in dynamically changing networks. Not all likes and followers are created equally and an endorsement from an influential user causes content to go viral.
Continuously monitor vast volumes of dynamically changing language around key topics and spot anomalies in topical sentiment. Identifying shifts in topical sentiment can help surface important narratives and trends.
Accrete enables organizations to tackle a new class of information complexity problems involving dynamically changing unstructured data. Much of what is marketed as “AI” is static machine learning. The problem with static machine learning is that it fails to scale human expertise in dynamically changing environments. Static models require inordinate amounts of human effort to constantly retrain. Static approaches require humans to perform the impossible task of reducing tacit knowledge into explicit rules for machines to follow. On the contrary, Accrete understands that it’s not easy for humans to explain intuition and expertise.
For example, while it is intuitive for humans to recognize a familiar face, it’s difficult for humans to explain how they are able to recognize faces. At Accrete, we are focused on teaching machines how to read, understand and learn at scale implicitly from a relatively small number of examples as opposed to explicitly from an incomplete set of instructions. We create latent mathematical representations of tacit knowledge that seed models that automatically recalibrate neural architectures on the fly with decreasing amounts of human feedback. The result is greater accuracy and predictive value, thus creating a force multiplier in terms of workflow efficiency and analytical productivity.
The Accrete architecture is purposely designed to enable the rapid development of robust enterprise AI solutions. We have developed core ‘knowledge functions’ that can be interconnected to automate analytical tasks with human-like accuracy. Working closely with our clients, Accrete builds applications that are continuously learning and adapting to dynamic environments. By scaling human expertise and adapting to dynamic information, we can provide accurate predictions needed for important decision making.