Most AI systems need to see millions of examples to learn to do a task. But using real-world data to train these algorithms means that historical and contemporary biases against marginalized groups like women, people of color and the LGBTQ community get baked into the programs. “It’s humans that are biased and the data that we generated that is training the AI to be biased,” says Andrew Bolwell, HP’s global head of tech strategy and ventures. “It’s a human problem that humans need to take ownership of.”
Smarter infrastructure, with data at its core, will play a crucial role in overcoming varied threats to our water supply. This year's Strategic Directions: Water Report finds that from precise reads of consumption rates and customer engagement to improved leak detection and climate change planning, a new culture of data science can extend our supply to drive sustainability and resilience.
We first started encouraging associates to garden on company property at our Marysville, Ohio world headquarters in 1943 in support of the World War II Victory Garden movement. During that time, Americans were encouraged to grow their own food supply, and we offered associates land on which to grow edible gardens. Flash forward 75 years. Today, our corporate gardens have flourished into 77 raised beds with over 3,000 square feet of growing space. More than 250 associates plant and tend the gardens each growing season.
Homelessness is an outcome of severe and growing economic inequality, with factors such as slow wage growth, downsizing of some industries, or skyrocketing rents. Anyone is at risk of becoming homeless: your neighbor; your colleague; your friend. While treating homelessness is helpful, Cisco believes that solving homelessness is our responsibility.
On April 22, 140 Timberland employees, business partners, consumers and members of the media spent a memorable Earth Day planting and watering trees in China’s Horqin Desert. I was privileged to pull on my yellow boots alongside these heroes, to step outside, work together, and make it better in this extremely remote area of Inner Mongolia that has a significant environmental impact on the surrounding region.
In May, Astellas celebrated its second annual Global Legal Community Advocacy, Representation and Service (CARES) Day. Globally, employees from the Legal and Intellectual Property (IP) departments gave back to their local communities through volunteerism and pro bono legal advice in a series of events throughout the month of May.
Last year, global wine production rose to near-record highs, reaching a harvest of 292.3 million hectoliters – that’s more than 7.7 billion gallons. In the U.S. alone, domestic and imported wine sales reached $70.5 billion. The world clearly loves wine.
But, few industries feel the perils of climate change more directly than the wine industry. And with temperatures expected to only become more extreme, wineries are being forced to consider the long-term risk a changing climate will have on their business.
But, few industries feel the perils of climate change more directly than the wine industry. And with temperatures expected to only become more extreme, wineries are being forced to consider the long-term risk a changing climate will have on their business.