Tag Archives: Artificial intelligence
2016 was an incredible year for technology, and for humanity.
Despite all the negative political-related news, there were 10 tech trends this year that positively transformed humanity.
For this “2017 Kick-Off” post, I reviewed 52 weeks of science and technology breakthroughs, and categorized them into the top 10 tech trends changing our world.
I’m blown away by how palpable the feeling of exponential change has become.
I’m also certain that 99.99% of humanity doesn’t understand or appreciate the ramifications of what is coming.
In this post, enjoy the top 10 tech trends of the past 12 months and why they are important to you.
Let’s dive in…
1. We Are Hyper-Connecting the World
In 2010, 1.8 billion people were connected. Today, that number is about 3 billion, and by 2022 – 2025, that number will expand to include every human on the planet, approaching 8 billion humans.
Unlike when I was connected 20 years ago at 9,600 baud via AOL, the world today is coming online at one megabit per second or greater, with access to the world’s information on Google, access to the world’s products on Amazon, access to massive computing power on AWS and artificial intelligence with Watson… not to mention crowdfunding for capital and crowdsourcing for expertise.
Looking back at 2016, you can feel the acceleration. Here are seven stories that highlight the major advances in our race for global connectivity:
a) Google’s 5G Solar Drones Internet Service: Project Skybender is Google's secretive 5G Internet drone initiative. News broke this year that they have been testing these solar-powered drones at Spaceport America in New Mexico to explore ways to deliver high-speed Internet from the air. Their purported millimeter wave technology could deliver data from drones up to 40 times faster than 4G.
b) Facebook’s Solar Drone Internet Service: Even before Google, Facebook has been experimenting with a solar-powered drone, also for the express purpose of providing Internet to billions. The drone has the wingspan of an airliner and flies with roughly the power of three blowdryers.
c) ViaSat Plans 1 Terabit Internet Service: ViaSat, a U.S.-based satellite company, has teamed up with Boeing to launch three satellites to provide 1 terabit-per-second Internet connections to remote areas, aircraft and maritime vehicles. ViaSat is scheduled to launch its satellite ViaSat2 in early 2017.
d) OneWeb Raises $1.2B for 900 Satellite Constellation: An ambitious low-Earth orbit satellite system proposed by my friends Greg Wyler, Paul Jacobs and Richard Branson just closed $1.2 billion in financing. This 900-satellite system will offer global internet services as soon as 2019.
e) Musk Announces 4,425 Internet Satellite System: Perhaps the most ambitious plan for global internet domination was proposed this year by SpaceX founder Elon Musk, with plans for SpaceX to deploy a 4,425 low-Earth orbit satellite system to blanket the entire planet in broadband.
2. Solar/Renewables Cheaper Than Coal
We’ve just exceeded a historic inflection point. 2016 was the year solar and renewable energy became cheaper than coal.
In December, the World Economic Forum reported that solar and wind energy is now the same price or cheaper than new fossil fuel capacity in more than 30 countries.
“As prices for solar and wind power continue their precipitous fall, two-thirds of all nations will reach the point known as 'grid parity' within a few years, even without subsidies,” they added.
This is one of the most important developments in the history of humanity, and this year marked a number of major milestones for renewable energy.
Here’s 10 data points (stories) I’ve hand-picked to hammer home the historic nature of this 2016 achievement.
a) 25 percent of the World’s Power Comes From Renewables: REN21, a global renewable energy policy network, published a report showing that a quarter of the world’s power now comes from renewable energy. International investment in renewable energy reached $286 billion last year (with solar accounting for over $160b of this), and it’s accelerating.
b) In India, Solar Is Now Cheaper Than Coal: An amazing milestone indeed, and India is now on track to deploy >100 gigawatts of solar power by 2022.
c) The UK Is Generating More Energy From Solar Than Coal: For the first time in history, this year the U.K. has produced an estimated 6,964 GWh of electricity from solar cells, 10% higher than the 6,342 GWh generated by coal.
d) Coal Plants Being Replaced by Solar Farms: The Nanticoke Generating Station in Ontario, once North America's largest coal plant, will be turned into a solar farm.
e) Coal Will Never Recover: The coal industry, once the backbone of U.S. energy, is fading fast on account of renewables like solar and wind. Official and expert reports now state that it will never recover (e.g., coal power generation in Texas is down from 39% in early 2015 to 24.8% in May 2016).
f) Scotland Generated 106% Energy From Wind: This year, high winds boosted renewable energy output to provide 106% of Scotland’s electricity needs for a day.
g) Costa Rica Ran on Renewables for 2+ Months: The country ran on 100% renewable energy for 76 days.
h) Google to Run 100% on Renewable Energy: Google has announced its entire global business will be powered by renewable energy in 2017.
i) Las Vegas' City Government Meets Goal of 100% Power by Renewables: Las Vegas is now the largest city government in the country to run entirely on renewable energy.
j) Tesla’s Gigafactory: Tesla’s $5 billion structure in Nevada will produce 500,000 lithium ion batteries annually and Tesla’s Model III vehicle. It is now over 30 percent complete… the 10 million square foot structure is set to be done by 2020. Musk projected that a total of 100 Gigafactories could provide enough storage capacity to run the entire planet on renewables.
3. Glimpsing the End of Cancer and Disease
Though it may seem hard to believe, the end of cancer and disease is near.
Scientists and researchers have been working diligently to find novel approaches to combating these diseases, and 2016 saw some extraordinary progress in this regard.
Here’re my top 10 picks that give me great faith about our abilities to cure cancer and most diseases:
a) Cancer Immunotherapy Makes Strides (Extraordinary Results): Immunotherapy involves using a patient’s own immune system (in this case, T cells) to fight cancer. Doctors remove immune cells from patients, tag them with “receptor” molecules that target the specific cancer, and then infuse the cells back in the body. During the study, 94% of patients with acute lymphoblastic leukemia (ALL) saw symptoms vanish completely. Patients with other blood cancers had response rates greater than 80%, and more than half experienced complete remission.
b) In China, CRISPR/Cas9 used in First Human Trial: A team of scientists in China (Sichuan University) became the first to treat a human patient with an aggressive form of lung cancer with the groundbreaking CRISPR-Cas9 gene-editing technique.
c) NIH Approves Human Trials Using CRISPR: A team of physicians at the University of Pennsylvania's School of Medicine had their project of modifying the immune cells of 18 different cancer patients with the CRISPR-Cas9 system approved by the National Institute of Health. Results are TBD.
d) Giant Leap in Treatment of Diabetes from Harvard: For the first time, Harvard stem cell researchers created “insulin producing” islet cells to cure diabetes in mice. This offers a promising cure in humans as well.
e) HIV Genes Cut Out of Live Animals Using CRISPR: Scientists at the Comprehensive NeuroAIDS Center at Temple University were able to successfully cut out the HIV genes from live animals, and they had over a 50% success rate.
f) New Treatment Causes HIV Infected Cells to Vanish: A team of scientists in the U.K. discovered a new treatment for HIV. The patient was treated with vaccines that helped the body recognize the HIV-infected cells. Then, the drug Vorinostat was administered to activate the dormant cells so they could be spotted by the immune system.
g) CRISPR Cures Mice of Sickle Cell Disease: CRISPR was used to completely cure sickle cell by editing the errant DNA sequence in mice. The treatment may soon be used to cure this disease, which affects about 100,000 Americans.
h) Eradicating Measles (in the U.S.): The World Health Organization (WHO) announced that after 50 years, they have successfully eradicated measles in the U.S. This is one of the most contagious diseases around the world.
i) New Ebola Vaccine Proved to be 100% Effective: None of the nearly 6,000 individuals vaccinated with rVSV-ZEBOV in Guinea, a country with more than 3,000 confirmed cases of Ebola, showed any signs of contracting the disease.
j) Eradicating Polio: The World Health Organization has announced that it expects to fully eradicate polio worldwide by Early 2017.
4. Progress on Extending Human Life
I am personally convinced that we are on the verge of significantly impacting human longevity. At a minimum, making “100 years old the new 60,” as we say at Human Longevity Inc.
This year, hundreds of millions of dollars were poured into research initiatives and companies focused on extending life.
Here are five of the top stories from 2016 in longevity research:
a) 500-Year-Old Shark Discovered: A Greenland shark that could have been over 500 years old was discovered this year, making the species the longest-lived vertebrate in the world.
b) Genetically Reversing Aging: With an experiment that replicated stem cell-like conditions, Salk Institute researchers made human skin cells in a dish look and behave young again, and mice with premature aging disease were rejuvenated with a 30% increase in lifespan. The Salk Institute expects to see this work in human trials in less than 10 years.
c) 25% Life Extension Based on Removal of Senescent Cells: Published in the medical journal Nature, cell biologists Darren Baker and Jan van Deursen have found that systematically removing a category of living, stagnant cells can extend the life of mice by 25 percent.
d) Funding for Anti-Aging Startups: Jeff Bezos and the Mayo Clinic-backed Anti-Aging Startup Unity Biotechnology with $116 million. The company will focus on medicines to slow the effects of age-related diseases by removing senescent cells (as mentioned in the article above).
e) Young Blood Experiments Show Promising Results for Longevity: Sakura Minami and her colleagues at Alkahest, a company specializing in blood-derived therapies for neurodegenerative diseases, have found that simply injecting older mice with the plasma of young humans twice a week improved the mice’s cognitive functions as well as their physical performance. This practice has seen a 30% increase in lifespan, and increase in muscle tissue and cognitive function.
5. Amazing Successes With Stem Cells
I’ve increasingly become confident and passionate about stem cells, the regenerative engine of the body, to help cure disease and extend the healthy human lifespan. I previously wrote about stem cells and the incredible work from Dr. Robert (Bob) Hariri here.
Below are my top three stories demonstrating the incredible research and implications for stem cells in 2016:
a) Stem Cells Able to Grow New Human Eyes: Biologists led by Kohji Nishida at Osaka University in Japan have discovered a new way to nurture and grow the tissues that make up the human eyeball. The scientists are able to grow retinas, corneas, the eye’s lens, and more using only a small sample of adult skin.
b) Stem Cell Injections Help Stroke Victims Walk Again: In a study out of Stanford, of 18 stroke victims who agreed to stem cells treatments, seven of them showed remarkable motor function improvements. This treatment could work for other neurodegenerative conditions such as Alzheimer’s disease, Parkinson’s and Lou Gehrig’s disease.
c) Stem Cells Help Paralyzed Victim Gain Use of Arms: Doctors from the USC Neurorestoration Center and Keck Medicine of USC injected stem cells into the damaged cervical spine of a recently paralyzed 21-year-old man. Three months later, he showed dramatic improvement in sensation and movement of both arms.
6. The Year of Autonomous Vehicles
2016 was definitely “the year of the autonomous vehicle.”
As Google, Tesla and Uber lead the charge, almost every major car company is investing heavily in autonomy.
This will be one of the defining technology developments of the decade — soon we may well look back in shock that we ever let humans drive cars on their own…
Here are the top nine developments in self-driving cars from the last 12 months:
a) Autonomous Uber Operational in Pittsburgh: Uber's self-driving autonomous cars began picking up passengers in Pittsburgh this year. They also attempted a rollout in San Francisco.
b) Uber’s Self-Driving Trucks Made a Delivery of 50,000 Beers: This year, Uber acquired autonomous truck company Otto, and the retrofitted 18-wheeler made its first delivery… 50,000 cans of Budweiser.
c) Every Tesla Will Be Fully Autonomous in 2017: Elon Musk announced that all new Tesla cars will have the hardware for Level 5 autonomy. Next steps toward fully autonomous driving on public roads include refining the software and gaining regulatory approval.
d) Ford Targets 2021 for Autonomous Vehicle Release: Ford announces intention to deliver high-volume, fully autonomous vehicle for ridesharing in 2021.
e) GM’s First Fully Autonomous Car: The company plans to bring its fully electric self-driving cars to the masses by launching its first driverless cars on Lyft.
f) Google Creates Waymo to Support Self-Driving Car Technology: Google spun out its self-driving car unit as its own separate entity called Waymo.
g) Google Plans Ride-Sharing Service with Chrysler: Google will deploy a semi-autonomous version of the Chrysler Pacifica minivan by as soon as the end of 2017.
h) Autonomy Will Kill Car Ownership: A former Tesla and BMW exec said that self-driving cars would start to kill car ownership in just five years. John Zimmer, the cofounder and president of Lyft, said in September that car ownership would "all but end" in cities by 2025.
i) Self-Driving Tractors Hit Farms: The self-driving tractors can deliver faster, more precise results than their human-controlled counterparts.
7. Here Come Drones and Flying Cars
Quadcopters and multicopters big and small made huge strides in 2016.
We are headed towards a world where autonomous drones will image the world at millimeter resolution, deliver products and packages, and transport humans to remote areas that were previously inaccessible by roads.
Here were the top six drone and “flying car” developments this year:
a) Amazon Prime Air Made Its First Delivery: Amazon’s drone delivery program “Prime Air” made its first delivery in the U.K. this year. Expect a much bigger rollout in 2017.
b) The 7-11 Convenience Store Leads: Convenience store 7-11 made 77 drone deliveries this year, beating Amazon by a long shot.
c) Mercedes Commits $500M to Drone Delivery: Mercedes-Benz vans and drone tech startup Matternet have created a concept car called a Vision Van. The van’s rooftop serves as a launch and landing pad for Matternet’s new M2 drones.
d) Larry Page Funding Flying Cars: Reports this year suggest Google cofounder Larry Page has been personally funding a pair of startups devoted to creating flying cars. He has purportedly put over $100 million into the ventures.
e) 1,000 Organ Transplant Deliveries from Drone Ordered: Last year we saw Chinese company eHang announce the first human-carrying drone. Recently, United Therapeutics CEO Martine Rothblatt announced a deal to fund 1,000 retrofitted eHang drones to provide organ deliveries to transplant patients, as part of Rothblatt’s Manufactured Organ Transport Helicopter (MOTH) system.
f) Uber Launched Its Elevate Program: Global transportation giant Uber announced its plans to enter the “flying car” service arena by publishing a massive whitepaper this year detailing its plan to launch an “on demand aviation” service called Uber Elevate.
8. The March of Artificial Intelligence
Artificial Intelligence (AI) is the most important technology humanity will ever develop. I believe AI is a massive opportunity for humanity, not a threat.
Broadly, AI is the ability of a computer to understand your question, to search its vast memory banks, and to give you the best, most accurate answer.
AI will also help humanity fundamentally solve its grandest challenges.
You may think of early versions of AI as Siri on your iPhone, or IBM’s Watson supercomputer, but what is coming is truly awesome.
Here are 10 of the most important stories for the past year:
a) NVIDIA Revealed a Deep-Learning Computer Chipset: The Tesla P100, Nvidia’s newly announced 15-billion-transistor chip, is designed specifically for deep-learning A.I. technology. Hardware advances like this are rapidly accelerating AI developments.
b) $5M IBM Watson AI XPRIZE: The XPRIZE Foundation and IBM Watson, in partnership with TED, announced a $5M purse for the team able to develop an AI that can collaborate with humans to solve grand challenges. The top three teams will compete on the TED stage in the spring of 2020.
c) AIs Can Read Your Lips: A new AI lip reader out of Oxford called LipNet was built to process whole sentences at a time. LipNet was 1.78 times more accurate than human lip readers in translating the same sentences.
d) AI’s Predict Election Better Than Humans: MogIA, an AI system developed by an Indian startup, correctly predicted the outcome of this year’s elections. It based its analysis on 20 million data points from platforms such as Google, Twitter and YouTube.
e) AI System Beats 500-to-1 Odds, Predicts the Kentucky Derby Trifecta: A startup called Unanimous AI built a swarm system in which individuals within a group influence each other’s decision making. The swarm correctly predicted the top four finishers—known as a superfecta—beating 540 to 1 odds.
f) Microsoft Speech Recognition Tech Scores Better Than Humans: Microsoft's new speech recognition technology is able to transcribe conversational speech as well as (or even better than) humans. The technology scored a word error rate (WER) of 5.9%.
g) AI-Written Novel Passes 1st Round of Literary Award: Titled ‘The Day A Computer Writes A Novel,’ the short story was a team effort between human authors, led by Hitoshi Matsubara from the Future University Hakodate, and, well, a computer.
h) AI Saves Woman’s Life: Reports assert that Japanese doctors have, for the first time in history, used artificial intelligence from IBM’s Watson system to detect a rare type of leukemia, helping to save a patient's life.
i) AIs Beat Human Pilot in Air Combat: Retired United States Air Force Colonel Gene Lee recently went up against ALPHA, an artificial intelligence developed by a University of Cincinnati doctoral graduate in a high-fidelity air combat simulator. The colonel lost to the AI.
j) Deep Mind Beats World’s Go Champion: The Go-playing AI “AlphaGo” from Google’s DeepMind beat the reigning Go world champion, winning the five-game series 4-1 overall. This is a major achievement in the field of AI and deep learning.
9. Physics and Exploration
This year saw a number of fundamental achievements in physics, as well as a number of notable discoveries in our quest to explore the cosmos.
Here are the top three stories for your consideration:
a) Gravitational Waves Confirmed: After decades of searching, scientists have succeeded in detecting gravitational waves from the violent merger of two massive black holes.
b) Evidence Found for Planet Nine: This year, more evidence arose suggesting there is, in fact, another giant, icy planet circling at the edges of our solar system.
c) Earth-Size Planet Around Proxima Centauri: A new planet that bears striking similarities to our own planet prompts remarkable inroads into the study of space. This also brings a new area to search for the possibility of extraterrestrial life.
10. Conquest of Commercial Space
We are living during the birth of the commercial space era, driven by passionate billionaire backers.
Companies like SpaceX, Blue Origin, Planetary Resources and various teams competing for the Google Lunar XPRIZE are building commercial rockets and spacecraft to explore the cosmos.
It is an incredibly exciting time for commercial space—here are the top four developments from the past 12 months.
a) Bezos Announced ‘New Glenn’: Jeff Bezos announced a massive new reusable rocket family in development for his private spaceflight company Blue Origin. The rocket, called New Glenn, will be used to launch satellites and people into space, according to Bezos.
b) Four Companies Sign Private Contracts to Fly to Moon In 2017: The teams are competing to win the $20 million Google Lunar XPRIZE to become to the first private team to land a spacecraft on the moon. The companies are: Moon Express, SpaceIL, Synergy Moon and Team-Indus.
c) Musk Announces Mars Plans: SpaceX founder Elon Musk said he will put a person on Mars by 2025. There are four key things we will need to get there: full reusability, refueling in orbit, propellant production on Mars, and a propellant that works.
d) Breakthrough Starshot Project Targets Interstellar Travel: Theoretical physicist Stephen Hawking and Russian billionaire Yuri Milner announced their collaborative venture “Breakthrough Starshot” — a $100 million attempt to make an interstellar starship.
What a past 12 months!
Image Credit: NASA Earth Observatory Continue reading
A Bosch-backed startup introduces a cute little mobile robot Continue reading
Everyone wants to know what’s coming.
At Singularity University, faculty are constantly bombarded with questions about what’s next. At Singularity Hub, we’re trying to keep our wits about us as our staff, editors, contributors, faculty, and Peter Diamandis himself show us what might be over the horizon. We’re ever-optimistic about the impact of exponential technologies, of course, but the times they are a-changing in very big ways.
Our seven most viral hits of 2016 is a curation of what resonated with our readers on social media, and every single story is not about an amazing new technology of today, but what’s coming next. Not only that, but in an unusual break from content that spreads online, the articles were almost entirely about why what’s coming next is really freaking awesome.
How could you not crave more context? The predictions! The promises! The hell with self-driving cars, just cure our diseases and make everything free already.
Here are the stories you spread far and wide on social media in 2016.
1. Why the World Is Better Than You Think in 10 Powerful Charts
By Peter Diamandis
If 2016 was not your year, Peter Diamandis gives us all reason to look past today’s individual tragedies and toward the greater trends. Almost universally, humanity is on the up and up.
2. The End of Meaningless Jobs Will Unleash the World’s Creativity
By S. Vollie Osborn
There is a lot of uneasiness about the future of work. Probably because “work” is the basis of our livelihoods, economic systems, and every company’s reason for being. Still, some futurists—most notably Ray Kurzweil himself—tend to be exceedingly excited about automation and the various new ways in which technology is encroaching on our jobs.
"As technology has replaced jobs requiring repetitive labor, we’ve seen an explosion in the diversity of creative output in the world."
3. Why the Cost of Living Is Poised to Plummet in the Next 20 Years
By Peter Diamandis
Seventy-five percent of the average American’s expenditures go toward housing, transportation, food, healthcare, and entertainment. In this post, Peter Diamandis laid out how the costs contained within all of those categories (and then some) are trending toward zero.
4. Ray Kurzweil Predicts Three Technologies Will Define Our Future
By Sveta McShane and Jason Dorrier
Any one of the revolutions in genetics, nanotechnology, or robotics is enough to make the head spin. Start thinking practically about what happens when those revolutions converge and it becomes pretty clear that we need to better prepare for some very big changes in the way we do things as humans and societies.
"The genetics revolution will allow us to reprogram our own biology. The nanotechnology revolution will allow us to manipulate matter at the molecular and atomic scale. The robotics revolution will allow us to create a greater than human non-biological intelligence."
5. See a Vision of the Jobless Future in This Beautiful Short Film
By Andrew J. O’Keefe II
We love reading about the future, but even better is seeing it. Futuristic shorts resonate with us for the same reason we love sci-fi generally here at Hub: we want to accumulate as many varied views of the future as possible. Sci-fi is an incredibly powerful tool for the human psyche; these stories give us imagined contexts to compare our present to every time we’re caught off guard by a new technological development.
6. Medicine Will Advance More in the Next 10 Years Than It Did in the Last 100
By Vivek Wadhwa
Human longevity is a new frontier for science and private businesses alike. With ridiculously swift advances in everything from cheap home genetics kits to bionic exoskeletons, there has never been a better time to be alive. And soon we will pass the need to simply solve for existing problems in medicine and focus on augmenting ourselves to perform better and last longer than ever before possible.
"Within a few years, our genome, microbiome, behavior and environment will all be mapped and measured, and prescriptive-medicine systems based on artificial intelligence will help us feel better and live longer."
7. We Might Live in a Virtual Universe — But It Doesn’t Really Matter
By Maxim Roubintchik
The philosophical intelligentsia of Silicon Valley have long loved the idea that our very existence has possibly always been virtual (and the idea has gained some popularity after the king sophist Elon Musk mused on it earlier this year). In a logic train loved by many, contributing writer Maxim Roubintchik made the following point:
"Our perception of reality is already different from reality itself. What we call reality is our brains’ attempt to process the incoming flood of sensory data."
Debates about virtual or “real” existence are just as fun as debates about human and machine consciousness precisely because reality and consciousness are both pretty damn difficult to define.
Don’t wait until the end of next year to catch the most popular posts. Sign up for the Singularity Hub newsletter to catch our best.
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New advances in technology constantly push humanity into uncharted territory.
Sometimes this territory brings us questions we might not have imagined needing answers so soon, like, "Is editing the DNA of human embryos moral?"
Other questions are more familiar, only with an updated context. For example, the question of choosing which life to save in a life-or-death scenario is nothing new in philosophy, but now we're trying to find a more concrete answer so we can ethically program self-driving cars.
These ethical questions technology presents us are not just fascinating, but increasingly, they're practical and urgent too. Exploring them in detail and landing on some kind of consensus can help us chart a course in our rapidly accelerating and evolving world.
After yet another year of breakthroughs in science and technology, here are a few of the unanswered ethical conundrums kicked up in 2016 and a collection of articles exploring their answers.
Artificial intelligence is biased.
Artificial Intelligence's White Guy ProblemKate Crawford | The New York Times
It's Too Late—We've Already Taught AI to Be Racist and SexistJordan Pearson | Motherboard
Artificial Intelligence Will Be as Biased and Prejudiced as Its Human CreatorsNathan Collins | Pacific Standard
Everyone is still fretting robots taking our jobs.
Robots, Jobs and the Human Fear of ChangeSteve Cousins | TechCrunch
Our Automated Future Elizabeth Kolbert | The New Yorker
Technology is making it harder to separate fact from fiction.
How Technology Disrupted the TruthKatharine Viner | The Guardian
New Digital Face Manipulation Means You Can't Trust Video AnymoreAndrew O'Keefe | Singularity Hub
Gene editing could be the end of disease, but for those in opposition, it feels like the end of morality.
The Ethical Dilemma of Gene SequencingGrace Wilson | Mother Jones
The Coming Genetic Editing Age of Humans Won't Be Easy to StomachZoltan Istvan | Motherboard
Self-driving cars will face an old moral dilemma if forced to choose which lives to save.
Should a Driverless Car Kill the Kid or the Retiree?Jacopo Barigazzi | Politico
Self-Driving Cars Will Teach Themselves to Save Lives—but Also Take ThemCade Metz | Wired
Autonomous Cars and Their Ethical ConundrumTim Bajarin | Recode
Putting artificial intelligence on an altruistic path is going to take a lot of collective effort, and we're just getting started.
Tech Titans Join Forces to Stop AI From Behaving BadlyWill Knight | MIT Technology Review
New Research Center to Explore Ethics of Artificial IntelligenceJohn Markoff | The New York Times
Do No Harm, Don't Discriminate: Official Guidance Issued on Robot EthicsHannah Devlin | The Guardian
We're unsure whether technology is an equalizer or polarizer.
Hell Is Silicon Valley People Who Won't Grow UpKara Swisher | Recode
A Big Shift Is Coming, and It Could Uber-ize Entire IndustriesJason Dorrier | Singularity Hub
2016: The Year Facebook Became the Bad GuyOlivia Solon | The Guardian
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Harvest CROO (Computerized Robotic Optimized Obtainer) began in 2012 on Gary Wishnatzki’s vision of creating a solution to the dwindling labor force in agriculture. With the expertise of co-founder and Chief Technical Officer, Bob Pitzer, they began developing the first Harvest CROO machines. In Previous rounds, $1.8 million was raised through qualified investors. Many of these investors are members of the strawberry industry, including Sweet Life Farms, Sam Astin III, California Giant, Inc., Main Street Produce, Inc., Sweet Darling Sales, Inc. Innovative Produce Inc., DG Berry, Inc., Central West, and Naturipe Berry Growers. In Round C, Harvest CROO is seeking to raise $3 million to build the next version, the Alpha unit, which will be the predecessor to a production model. To learn more about Harvest CROO, including current career opportunities for experienced engineers, contact email@example.com or visit www.harvestcroorobotics.com
The post Strawberry Picking Robot by Harvest CROO Robotics appeared first on Roboticmagazine. Continue reading