In looking into the topics of AI, computers, software,
and future, I found that many articles could be placed in several of these
categories.
AI/software
Artificial intelligence (AI) is a booming field right
now. Machines are gradually beginning to gain the ability to perform tasks
that, up until this point, only humans could complete. A recent AI advancement
was announced by General Electric (GE) in 2013. They announced software for the
“Industrial internet”, which uses sensors, networking technology, and data
analysis to better understand and perform large industrial processes. They’re
utilizing data-driven tools to improve operative efficiency in industry. The
process is fairly straightforward: install as any sensors as possible to gather
as much data as possible, and from this data extract useful information to
optimize industrial processes. This data utilization is already being used in
many fields and I think this optimization really is the way of the future, as
long as this data is protected. Some blogs have noted that all of this data
could present privacy and advertisement issues.
Hardy, Quentin. “General Electric Adds to Its ‘Industrial Internet.” New York Times. Jun 19, 2013
AI/software/computer/future
Another emerging area in AI is “computer vision”. AI
software has been developed capable of recognizing and describing the content
of photographs and videos. This computer vision can now identify not just
single objects in a photograph/video, but entire scenes. The possibilities for
use of this technology are endless. It can be used to tag images for searching.
Until now, images have had to be identified by text (tags) input by humans, but
using computer vision could make searching for things vastly quicker and
easier. It is also envisioned to be able to aid the blind and robots in
navigating, identifying surroundings that otherwise would not been seen. It
could be used for identifying individuals as well as their behavior, possibly helping
detect criminals and crimes before they happen. This technology has already
been implemented on new cars with the ability to recognize people and stop the
car automatically if the driver doesn’t do so themselves. These are just a few
of the futuristic uses of computer vision.
This is all done through neural networks, which are
statistical learning algorithms motivated by how the brain works. Neural
networks use vast amounts of data to train themselves to recognize patterns.
The more data that is available for training the better the recognition of the
software. Though this technology is still a long way away from matching humans’
recognition ability, it is advancing at a very fast pace and is expected to be
on par with that of human’s in the near future.
Markoff, John. “Researchers Announce Advance in Image-Recognition
Software.” New York Times. Nov 17, 2014
Computer/future
We are at the brink of a new age in technology. We will
soon have computers that are small enough to be integrated into everyday
objects. Our day-to-day life will be like living in a virtual reality. Some
examples include: identification without physical ID’s, a firefighter having a
mapped display of a building they are unable to see in, and a valuable
recognizing if it is being accidentally left somewhere.
Smartphones/tablets are expected to become obsolete in
the not-too-distant future. Instead, things that we wear will become “smart”.
There will be smart glasses, watches, etc. Computers may also be injected into
the body, aiding in countless medical issues. They could even be swallowed as a
pill to run through the body and provide a health report. This technology is
already becoming real. Companies have begun selling smart watches. Others have
fitness/health trackers. Google Glass sells wearable glasses that display
information in a smartphone-like format without having to hold a physical
object. One can imagine if these were combined with the computer recognition
software, people would be wired to an endless supply of information every
minute of every day.
Cincotta, Katie.
“Future technology is bright, says Intel guru Steve Brown.” The Sydney Morning
Herald. December 12, 2013
Future
Solar panels are doing more than just providing
electricity to your home. They are now being experimented with for use as
roadways. Instead of our current asphalt roads, we’d have solar panels that
would allow for electricity generation during the day, the charging of electric
cars as they drive along the roadway, heating to melt snow and ice, etc. These
panels are built using a very strong textured glass, with LED lights laid out
as road markers. The panels have been tested already and have passed several tests:
(1) they can withstand loads of up to 125 tons and (2) can stop a vehicle in
the required stopping distance. A major result of these panels could be a
greenhouse gas emission reduction of roughly 75%.
This is a very interesting technology. It may seem
ludicrous at first, but these solar roadways have proven their ability on a
small scale, so maybe it isn’t too far-fetched. The possible advantages of
these roads could be truly ground-breaking. Energy demand and pollution are at
the forefront of global environmental issues. Being able to utilized solar
energy on such a large scale would have incredibly beneficial effects.
Kermeliotis, Teo.
“Solar-powered roads: Coming to a highway near you?” CNN. September 18, 2014
Computer/software/future
Intel has developed an affordable computer stuffed into a
4” HDMI dongle. The “Compute Stick”, as they call it, turns HD-compatible
devices into fully-functional computers. The latest windows version comes with
a quad-core 1.3 Ghz processor, 32GB of storage, 2GB RAM, Bluetooth, and WiFi.
This is essentially a computer in a zip drive. While this doesn’t offer the
opportunity to play the latest graphic intensive video games, it does allow one
to run most day-to-day programs.
Downsizing computers has been an ongoing challenge since
the development of the very first computer. We have made great strides thus
far, and I believe we are probably nearing a plateau in computer size
reduction. However, this is very impressive. A computer this small opens up
countless possibilities.
Mauro. “Intel’s
HDMI Compute Stick crams a Windows 8.1 PC on a crazy small device.”
Pureinfotech. Jan 8, 2015
Comments
Plotkin’s blog – I enjoyed your write-up very much. I
have done a lot of research in the automated HVAC field and can tell you that,
at least in terms of HVAC, all of the sensor data is typically stored in
databases. I imagine that as we transition into more smart homes, most of the
other data will be stored. You brought up a good point about privacy issues and
invasive advertisements. I surely hope these companies wouldn’t be able to sell
this information. If so, I would probably double think living in a smart home.
Catherine Stephens’ blog – I think you did a great job covering
both of the sides on artificial intelligence. I think you could have gone into
a little bit more detail in computers and software. What exactly is this
PaleoDeepDive? It sounds really interesting; I’d like to hear a little bit more
about it. As for the future category, I agree with you that drones are fascinating
and have countless uses. I’m curious to hear a little more about the other
futuristic technologies you mentioned.
Ritvalsky’s blog – Great job in your discussion of AI. I
think you’re in the majority in initially being concerned about these
self-driving cars before realizing that they are actually safe. This is the
first I’ve heard about the contact lenses but they sound like they have great
potential if the trials are successful. I agree with Wilson’s idea of the universal
cloud. The rate at which technology has advanced over the last couple of
decades is incredible, and it continues to surpass even the most open-minded
peoples’ expectations, so his idea is very plausible.
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