From Seed to Shelf: How IBM Innovations Will Transform Every Stage of the Food Supply Chain Within the Next Five Years
The annual 5 in 5 – five breakthroughs out of IBM's global labs that stand to help improve our lives in the next five years.
IFI CLAIMS Patent Services today announced that for the 26th year, IBM is the top recipient of U.S. patents – a record 9,100, including more than 3,000 patents related to work in artificial intelligence, cloud and quantum computing. Our work in these areas, and others, began long before there were practical enterprise uses for the […]
NeuNetS uses AI to automatically synthesize deep neural networks faster and more easily than ever before, scaling up the deployment and adoption of AI.
Here I describe an approach to efficiently train deep learning models on machine learning cloud platforms (e.g., IBM Watson Machine Learning) when the training dataset consists of a large number of small files (e.g., JPEG format) and is stored in an object store like IBM Cloud Object Storage (COS). As an example, I train a […]
Building resiliency to help communities attain water self-sufficiency, combat extreme drought conditions With a population of 46 million, a staggering 41 percent of Kenyans rely on unimproved water sources such as ponds, shallow wells and rivers, a challenge especially great in rural areas. Only nine out of 55 public water service providers in Kenya provide […]
This week, my team from IBM Research will debut a massively scalable document ingestion system, the Corpus Conversion Service, at the prestigious ACM Conference on Knowledge Discovery and Data Mining (KDD 2018) in London. Our AI-based cloud system can ingest 100,000 PDF pages per day (even of scanned documents) on a single blade server with […]
TRAPPIST-1 is a planetary system located 12 parsecs (39 light years) away from the Solar system, near the ecliptic, within the constellation of Aquarius. Around a star which is 12 times smaller than the Sun and only slightly larger than Jupiter, there are at least seven planets in orbit. The first interplanetary listening observation made […]
IBM Sets Tera-scale Machine Learning Benchmark Record with POWER9 and NVIDIA GPUs; Available Soon in PowerAI
Today, at IBM THINK in Las Vegas, we are reporting a breakthrough in AI performance using new software and algorithms on optimized hardware, including POWER9 with NVIDIA® V100™ GPUs. In a newly published benchmark, using an online advertising dataset released by Criteo Labs with over 4 billion training examples, we train a logistic regression classifier […]