Artificial intelligence is rapidly conquering agriculture and the food industry. To feed billions of people, you need a lot of lands. It is impossible to cultivate it manually these days. At the same time, plant diseases and insect invasions often lead to crop failures. With the modern scale of agriculture business, such invasions are difficult to identify and neutralize in the bud in time.

We are excited to bring Transform 2022 back in-person July 19 and virtually July 20 - 28. Join AI and data leaders for insightful talks and exciting networking opportunities. Organizations are increasingly adopting AI-enabled technologies to address existing and emerging problems within the enterprise ecosystem, meet changing market demands and deliver business outcomes at scale. Shubhangi Vashisth, senior principal research analyst at Gartner, said that AI innovation is happening at a rapid pace. Vashisth further noted that innovations including edge AI, computer vision, decision intelligence and machine learning will have a transformational impact on the market in coming years. However, while AI-powered technologies are helping to build more agile and effective enterprise systems, they usher in new challenges. For example, Gartner notes that AI-based approaches if left unchecked can perpetuate bias, leading to issues, loss of productivity and revenue.

Science fiction is a genre very much associated with technological marvels, innovations, and visions of the future. So it may be surprising to find so many of its writers are drawn to Shakespeare – he's a figure associated with tradition and the past. Sometimes his plays are reworked in a science fiction setting. The 1956 film Forbidden Planet is just one of many variations on a "Tempest in space" theme. Sometimes the playwright appears as a character caught up in a time travel adventure.

When their inventor the aptly named Dr Capek dies, the robot who plays Hamlet determines to find out the truth and just like Shakespeares original prince avenge the murder of his creator.This is just one example of a strange apparent association between Hamlet and robots.

Science fiction is a genre very much associated with technological marvels, innovations, and visions of the future. So it may be surprising to find so many of its writers are drawn to Shakespeare – he's a figure associated with tradition and the past. Sometimes his plays are reworked in a science fiction setting. The 1956 film Forbidden Planet is just one of many variations on a "Tempest in space" theme. Sometimes the playwright appears as a character caught up in a time travel adventure.

Science fiction is a genre very much associated with technological marvels, innovations, and visions of the future. So it may be surprising to find so many of its writers are drawn to Shakespeare – he's a figure associated with tradition and the past. Sometimes his plays are reworked in a science fiction setting. The 1956 film Forbidden Planet is just one of many variations on a "Tempest in space" theme. Sometimes the playwright appears as a character caught up in a time travel adventure.

In this special issue we are reprinting our top stories of the past year. This article first appeared online in our "Hidden Truths" issue in June, 2021. If you could soar high in the sky, as red kites often do in search of prey, and look down at the domain of all things known and yet to be known, you would see something very curious: a vast class of things that science has so far almost entirely neglected. These things are central to our understanding of physical reality, both at the everyday level and at the level of the most fundamental phenomena in physics--yet they have traditionally been regarded as impossible to incorporate into fundamental scientific explanations. They are facts not about what is--"the actual"--but about what could or could not be. In order to distinguish them from the actual, they are called counterfactuals. Suppose that some future space mission visited a remote planet in another solar system, and that they left a stainless-steel box there, containing among other things the critical edition of, say, William Blake's poems.

If you could soar high in the sky, as red kites often do in search of prey, and look down at the domain of all things known and yet to be known, you would see something very curious: a vast class of things that science has so far almost entirely neglected. These things are central to our understanding of physical reality, both at the everyday level and at the level of the most fundamental phenomena in physics--yet they have traditionally been regarded as impossible to incorporate into fundamental scientific explanations. They are facts not about what is--"the actual"--but about what could or could not be. In order to distinguish them from the actual, they are called counterfactuals. Suppose that some future space mission visited a remote planet in another solar system, and that they left a stainless-steel box there, containing among other things the critical edition of, say, William Blake's poems. That the poetry book is subsequently sitting somewhere on that planet is a factual property of it. That the words in it could be read is a counterfactual property, which is true regardless of whether those words will ever be read by anyone.

For the four-hundredth anniversary of Shakespeare's death, Gregory Doran, the artistic director of the Royal Shakespeare Company, wanted to dazzle. He turned to "The Tempest," the late romance that includes flying spirits, a shipwreck, a vanishing banquet, and a masque-like pageant that the magician Prospero stages to celebrate his daughter's marriage. "The Tempest" was performed at the court of King James I, and it may have been intended in part to showcase the multimedia marvels of Jacobean court masques. "Shakespeare was touching on that new form of theatre," Doran told me recently, over the phone. "So we wanted to think about what the cutting-edge technology is today that Shakespeare, if he were alive now, would be saying, 'Let's use some of that.' " The politics behind Shakespeare and stage illusion are more fraught than usual these days.

Agriculture is considered a prime area of potential growth in the drone industry because of the technology's ability to help survey crops and gather real-time information on farmland. Crop-spraying drones or easy-to-fly devices that are designed to spray pesticides on crops, can also capture high resolution images of whole field for further analysis. Effect of crop-spraying drone usage is massive. Drones can take off and land vertically which means unmanned aerial vehicle (UAV) sprayer does not need a runway. They are suitable for all kinds of complex terrain, crops and plantations of varying heights.