Can AI capture the essence of reasoning — that is, the appreciation of distant relationships among elements distributed across multiple facts or memories? Alphabet subsidiary DeepMind sought to find out in a study published on the preprint server Arxiv.org, which proposes an architecture — MEMO — with the capacity to reason over long distances. They say that its two novel components — the…
PETA wants to replace Punxsutawney Phil with an animatronic AI
January 30, 2020
When we imagine the future of artificial intelligence, we tend to think of the technology making most human jobs obsolete. But if PETA has its way, an AI could also take over for the world’s most famous groundhog, Punxsutawney Phil. In a letter signed by PETA founder…
In what might only be perceived as a win for Facebook, OpenAI today announced that it will migrate to the social network’s PyTorch machine learning framework in future projects, eschewing Google’s long-in-the-tooth TensorFlow platform. OpenAI is the San Francisco-based…
Amazon details AI that answers questions more reliably
January 30, 2020
Might natural language models improve in their ability to answer questions on the fly? That’s what a team of Amazon researchers set out to answer in a study scheduled to be presented at the 2020 Association for the Advancement of Artificial Intelligence in New York. They posit a method for adapting models based on Google’s Transformer architecture — which is particularly good at learning…
Researchers associated with Google and the Partnership on AI have created a framework to help companies and their engineering teams audit AI systems before deploying them.
The framework, intended to add a layer of quality assurance to businesses launching AI, translates into…
IBM releases annotation tool that taps AI to label images
January 30, 2020
Data labeling is an arduous — but necessary — part of the AI model training process. Currently, it takes around 200-500 samples of annotated images for a model to learn to detect a single object. Fortunately, freely available tools help automate the most monotonous…
Aquant raises $30 million for AI that gives customer service agents mission-critical data
January 30, 2020
Organizational data is often scattered across systems, hidden within text, and locked within the minds of employees. Given the disparate channels, how might this data be unified and delivered to support agents engaged in service calls? Assaf Melochna and Shahar Chen, former colleagues at workforce management and service optimization company ClickSoftware, advocate an AI- and machine learning-based…
Robotic finger can sweat like a human to cool down
January 30, 2020
Robots can already do lots of things people can including gymnastics, but a new type of soft robot has one of the most human traits of all. Researchers have a developed a finger-like appendage that can break into sweat to prevent overheating, much like we do during hot days…
Microsoft backs AI in healthcare with a $40 million program
January 30, 2020
Microsoft’s deepening health tech strategy now includes a significant commitment to AI. The company is starting a $40 million AI for Health program that should help researchers and key organizations improve the quality of life for people around the planet. The…
OpsRamp raises $37.5 million to apply AI to DevOps processes
January 30, 2020
Ever heard of AI for IT management (AIOps)? It’s a burgeoning ecosystem of platforms and products that enhance IT operations by leveraging AI to analyze data collected from various tools and devices. OpsRamp is one of the startups leading the charge in what Research and Markets anticipates will be a $14.3 billion segment by 2025. Raju Chekuri and Varma Kunaparaju cofounded the San Jose…
