NVIDIA breakthrough emulates images from small datasets for groundbreaking AI training

NVIDIA’s latest breakthrough emulates new images from existing small datasets with truly groundbreaking potential for AI training.

The company demonstrated its latest AI model using a small dataset – just a fraction of the size typically used for a Generative Adversarial Network (GAN) – of artwork from the Metropolitan Museum of Art.

From the dataset, NVIDIA’s AI was able to create new images which replicate the style of the original artist’s work. These images...

Google fires ethical AI researcher Timnit Gebru after critical email

A leading figure in ethical AI development has been fired by Google after criticising the company.

Timnit Gebru is considered a pioneer in the field and researched the risks and inequalities found in large language models.

Gebru claims she was fired by Google over an unpublished paper and sending an email critical of the company’s practices.

The paper questions whether language models can be too big, who benefits from them, and whether they can increase...

CDEI launches a ‘roadmap’ for tackling algorithmic bias

A review from the Centre for Data Ethics and Innovation (CDEI) has led to the creation of a “roadmap” for tackling algorithmic bias.

The analysis was commissioned by the UK government in October 2018 and will receive a formal response.

Algorithms bring substantial benefits to businesses and individuals able to use them effectively. However, increasing evidence suggests biases are – often unconsciously – making their way into algorithms and creating an uneven...

Salesforce-backed AI project SharkEye aims to protect beachgoers

Salesforce is backing an AI project called SharkEye which aims to save the lives of beachgoers from one of the sea’s deadliest predators.

Shark attacks are, fortunately, quite rare. However, they do happen and most cases are either fatal or cause life-changing injuries.

Just last week, a fatal shark attack in Australia marked the eighth of the year—an almost 100-year record for the highest annual death toll. Once rare sightings in Southern California beaches are now...

TensorFlow is now available for those shiny new ARM-based Macs

A new version of machine learning library TensorFlow has been released with optimisations for Apple’s new ARM-based Macs.

While still technically in pre-release, the Mac-optimised TensorFlow fork supports native hardware acceleration on Mac devices with M1 or Intel chips through Apple’s ML Compute framework.

The new TensorFlow release boasts of an over 10x speed improvement for common training tasks. While impressive, it has to be taken in the context that the GPU...

AI helps patients to get more rest while reducing staff workload

A team from Feinstein Institutes for Research thinks AI could be key to helping patients get more rest while reducing the burden on healthcare staff.

Everyone knows how important adequate sleep is for recovery. However, patients in pain – or just insomniacs like me – can struggle to get the sleep they need.

"Rest is a critical element to a patient's care, and it has been well-documented that disrupted sleep is a common complaint that could delay discharge and...

NVIDIA DGX Station A100 is an ‘AI data-centre-in-a-box’

NVIDIA has unveiled its DGX Station A100, an “AI data-centre-in-a-box” powered by up to four 80GB versions of the company’s record-setting GPU.

The A100 Tensor Core GPU set new MLPerf benchmark records last month—outperforming CPUs by up to 237x in data centre inference. In November, Amazon Web Services made eight A100 GPUs available in each of its P4d instances.

For those who prefer their hardware local, the DGX Station A100 is available in either four 80GB A100...

Synthesized’s free tool aims to detect and remove algorithmic biases

Synthesized has launched a free tool which aims to quickly identify and remove dangerous biases in algorithms.

As humans, we all have biases. These biases, often unconsciously, end up in algorithms which are designed to be used across society.

In practice, this could mean anything from a news app serving more left-wing or right-wing content—through to facial recognition systems which flag some races and genders more than others.

A 2010 study (PDF) by...

Sony has a new ‘AI robotics’ drone division called Airpeak

Sony’s latest division, Airpeak, is described as being “in the field of AI robotics” and will focus on next-generation drones.

Despite incidents of reckless flying, drones unlock huge opportunities. We regularly see beautiful photography and videography shot using drones—but, of course, they can do so much more.

Sony has built a stellar reputation in media capture. The company builds great cameras – both for itself and sensors it supplies to other manufacturers...

Algorithmia announces Insights for ML model performance monitoring

Seattle-based Algorithmia has announced Insights, a solution for monitoring the performance of machine learning models.

Algorithmia specialises in artificial intelligence operations and management. The company is backed by Google LLC and focuses on simplifying AI projects for enterprises just getting started.

Diego Oppenheimer, CEO of Algorithmia, says:

“Organisations have specific needs when it comes to ML model monitoring and reporting.

For example,...