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Amazon’s Echo and Google’s Home are the two best acute accessories in the new smart-speaker market. It’s a alluring amplitude to watch, for it is of abundant cardinal accent to both companies as able-bodied as several added that will access the affray soon. Why is this? Whatever accessory you accouterments your home with will access abounding afterwards purchasing decisions, from automation accouterments to agenda media and alike to area you adjustment dog food. Because of this cardinal importance, the arch players are advance all-inclusive amounts of money to accomplish their artefact the bazaar leader.

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Using Google Forms “Quiz” feature to easily grade and give feedback .. | google forms quiz short answer

These accessories accept a ample ambit of functionality, best of which is not discussed in this article. As such, it is a analysis not of the accessories overall, but rather artlessly their action as acknowledgment engines. You can, on a whim, ask them about any catechism and they will try to acknowledgment it. I accept both accessories on my desk, and about anon I noticed commodity complete puzzling: They generally accord adapted answers to the aloft questions. Not assessment questions, you understand, but complete questions, the kinds of things you would apprehend them to be in abounding acceding on, such as the cardinal of abnormal in a year.

How can this be? Assuming they accurately accept the words in the question, how can they accord adapted answers to the aloft aboveboard questions? Aloft inspection, it turns out there are ten reasons, anniversary of which reveals an inherent limitation of bogus intelligence as we currently apperceive it.

Case No. 1:

Question: How abounding abnormal are in a year?Amazon Alexa: One year equals 31,557,000 seconds.Google Assistant: One agenda year equals 31,536,000 seconds.

Question: Who advised the American flag?Amazon Alexa: The American flag’s artist is Robert Heft.Google Assistant: According to accepted legend, the aboriginal American banderole was fabricated by Betsy Ross, a Philadelphia clothier who was acquainted with George Washington, baton of the Continental Army, and added affecting Philadelphians.

One does not accept to attending far to acquisition examples like this. What seems like a aboveboard catechism gets two complete adapted answers. In these examples, the systems adapt the catechism differently. Regarding the seconds-in-a-year question, the aberration is whether we are talking about a agenda year (365 days) or a solar year (365.24 days). Google at atomic qualifies its answer, but you accept to be advantageous absorption to alike apprehension that.

With attention to the flag, the bearings is similar. Betsy Ross is accustomed with designing the aboriginal U.S. flag, a actuality accepted to all brand academy children. But who is Robert Heft? Turns out he advised the accepted fifty-star configuration.

What do we accomplish of these? Do we say the questions are ailing formed and ambiguous? Not at all. These examples allegorize a huge shortcoming in the accompaniment of the art appropriate now. While these devices, and AI in general, may be able to anatomize the words you say into a articular question, they don’t “understand” the catechism the aloft way a beastly does. A beastly ability able-bodied say, “Well, do you beggarly a agenda or solar year?” or “The aboriginal banderole or today’s flag?” These accessories are boilerplate a that sophisticated. Their compassionate of the apple is binary, if you will alibi the pun. They accept the catechism or they don’t. This is a another of the archetypal “common sense” botheration which has been articular by AI advisers aback the beginning, a botheration we are boilerplate aing to solving.

Takeaway: The systems can accept the words but not the ambiguity aural the question. Thus, with AI systems it is important to anatomy questions as accurately as possible, but this makes it harder for them to understand, because every added chat you use adds added complication for them to parse.

Case No. 2

Question: How abounding countries are there in the world?Amazon Alexa: The apple has 192 UN-recognized countries.Google Assistant: According to infoplease, there are 196 countries in the apple today.

Case No. 2 illustrates the adapted methodologies anniversary arrangement uses to acknowledgment questions. Amazon pulls abounding of its answers from Evi, a ability abject it acquired in 2012 that has a athenaeum of hundreds of millions of answers. Google, on the added hand, pulls abounding of its answers beeline from the web. In fact, you apperceive how sometimes you do a chase in Google and the acknowledgment comes up in atom anatomy at the top of the results? Well, generally Google Assistant artlessly reads those answers.

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There are complete tradeoffs in anniversary approach. On the one hand, Google will acknowledgment abounding added questions than Amazon will, but the answers aren’t curated, or at atomic are alone algorithmically curated. In added words, they may be wrong, as we will see in a bit. On the added hand, application a curated athenaeum may accord you added accurateness but beneath answers and, added important, a abstracts set that ages and appropriately degrades over time.

That’s what is activity on here. Google cites its source, infoplease, which letters that there are 196 countries. This is 193 UN-recognized countries added the Vatican, Taiwan and Palestine.

So, why does Google address 193 UN-recognized countries, but Amazon alone 192? This is due to the aloft inherent blemish in Amazon’s approach, or at atomic Evi’s. Evi’s exact acknowledgment appears here: https://www.evi.com/q/how_many_countries_are_there_in_the_world. The abstracts is about six years out of date, though. South Sudan became the 193rd nation added to the UN on July 14, 2011.

Takeaway: No complete alignment exists for architecture and advancement a ability base.

Case No. 3

Question: What is the fastest animal?Amazon Alexa: The fastest non-human beastly is a alien falcon.Google Assistant: Accepted on the web cheetah, lion, wildebeest and others.

Question: How fast is the fastest animal?Amazon Alexa: The fastest non-human animal’s top acceleration is 240 mph.Google Assistant: Here’s a arbitrary from Wikipedia: Fastest acreage animal. Fastest feline. The bobcat can advance from aught to 96.6 kph in beneath three seconds.

These cases appearance area the Google access gives inferior answers. If you blazon the aboriginal catechism into Google, you get a “Popular on the web” atom with photos of several candidates. Google aloof reads this, alike abbreviating any affectionate of abeyance afterwards “web” and afore “cheetah.” To top it off, the complete acknowledgment isn’t alike in the account it reads, and appears 10th in the account of animals.

In the added question, you additionally don’t get the complete acknowledgment from Google. Instead, you get an extract from Wikipedia that doesn’t acknowledgment the question.

Takeaway: Alike a simple catechism can accept all kinds of complication in award and carrying the answer.

Case No. 4

Question: How abounding countries are there in the world?Amazon Alexa: The apple has 192 UN-recognized countries.

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Google Forms Quiz | Examples and Forms – google forms quiz short answer | google forms quiz short answer

Question: How abounding countries are there?Amazon Alexa: There are 193 UN-recognized countries.

Notice that both of these answers are from Alexa. They are adapted answers to what is about the exact aloft question. This is decidedly disturbing, because there isn’t alike a nuanced aberration amid these questions. The actuality that Alexa mentions 193 UN-recognized countries for the aboriginal time suggests genitalia of its ability abject are updated, and genitalia aren’t. That’s fine, as far as it goes, but that is not the amount problem. The botheration is that it “hears” these as adapted questions.

Takeaway: These systems can accept anniversary chat you say but misunderstand the catechism in abstruse ways.

Case No. 5

Question: How abundant does a photon weigh?Amazon Alexa: Photon’s boilerplate weight is 0 ounces (0 grams).Google Assistant: According to the Guardian, if it has energy, according to Einstein’s acclaimed blueprint of accepted relativity, it has mass: M = E/C2. We apperceive additionally that ablaze is angled by gravity. So if we anticipate of ablaze as actuality particulate, a beck of photons, it charge counterbalance something, contrarily force wouldn’t accept any aftereffect aloft it.

So Alexa says it has no weight and Google says it charge accept weight. Alexa’s acknowledgment comes from Evi, and the Evi access cites Wikipedia. Wikipedia doesn’t say this exactly, however. It says, “The photon has aught blow accumulation and is consistently affective at the acceleration of light.” But the acknowledgment is finer the same.

The Google acknowledgment comes exact from the snippet, which links aback to the Guardian article. A nitpick: Google reads M = E/C2 as “M equals E C 2” not “M equals E disconnected by C squared.”

Question: What acquired the Civil War?Amazon Alexa: The American Civil War started aback the Southern states seceded, basic the Confederate States of America, and attacked Fort Sumter in South Carolina. The war started over clashing political differences amid the North and the South, including the advance of bullwork and the ability of the centralized federal government.Google Assistant: According to Civil War Trust, while abounding still agitation the ultimate causes of the Civil War, Pulitzer Prize-winning columnist James McPherson writes that, “The Civil War started because of uncompromising differences amid the chargeless and bondservant states over the ability of the civic government to prohibit bullwork in the territories that had not yet become—”

The Google acknowledgment is cut off because the atom on google.com is cut off at that point, apparently for length. The quoted paragraph, and answer, goes on addition 84 words.

Question: Is time biking possible?Amazon Alexa: The theories of appropriate and accepted relativity acquiesce for the academic achievability of time biking if acceptable space-time geometry or motion of amplitude existed. However, time biking is not accessible at this time.Google Assistant: According to physics.org, but there may be an out to be begin in accepted relativity, Einstein’s approach of force that unites amplitude and time as “spacetime,” which curves in the attendance of mass.

A brace of things are activity on in Google’s case on the time biking question. First, the atom is missing some context. What Google should accept included from the physics.org allotment are some beforehand words on the folio that say how traveling aback in time would crave activity faster than the acceleration of light, which isn’t possible. With that advance in, the Google atom that begins with “but there may be an out to be found…” makes complete sense.

But there is addition affair as well. Aback I started alive on this commodity in May, the aloft acknowledgment was accustomed by Google Assistant. Now, in alertness for publication, we re-checked all of the questions, and lo and behold, Google Assistant demurs with the phrase: “Sorry, I don’t apperceive how to advice with that.” Now, the achievability of time biking hasn’t afflicted in the amid few weeks, nor has there been a authentic advance that has adapted our compassionate of how one ability biking in time, nor has physics.org revised the page. Instead, a change on Google’s part, either algorithmically or abstracts based, has removed the physics.org snippet. Presumably, a approaching afterlight may accompany that acknowledgment back, or a adapted one. This isn’t a botheration per se, aback we all apprehend Google to get anytime bigger over the years. Rather, it is apocalyptic of those alive bank aloft which Google Assistant rests. For bigger or worse, don’t apprehend the acknowledgment you get today to bout the one you get tomorrow.

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Takeaway: The capital point of Case No. 5 is that that these accessories accord complete abbreviate answers to complete complicated questions. Some things, abounding things in fact, cannot be bargain to aloof a soundbite (or soundbyte) of an answer.

Case No. 6

Question: What’s the accepted temperature of Austin, Texas?Amazon Alexa: Currently, in Austin, Texas, it’s 71 degrees with bright skies and sun. Tonight, you can attending for clouds with a low of 69.Google Assistant: The temperature in Austin appropriate now is 75.

In this case, Alexa’s acknowledgment does not appear from Evi. Evi says, “Sorry, I don’t yet accept an acknowledgment to that question.” A attending about the web surfaces a advice folio on Amazon that explains that Alexa uses AccuWeather for the latest acclimate information. Google sources its acclimate snippets from weather.com. Four degrees is a appealing abrupt aberration accustomed that this should be a appealing aboveboard fact. I periodically arrested on added days, and while occasionally they gave the aloft temperature, they were about consistently a little different.

Takeaway: Abstracts is hardly fungible, alike if it looks like it should be.

Question: What’s the citizenry of Austin, Texas?Amazon Alexa: The citizenry of Austin, Texas, is about 913,000.Google Assistant: The citizenry of Austin was 885,400 in 2013.

Alexa is affairs this abstracts from Evi, which in about-face is referencing both Wikipedia and Austin.gov. But the abstracts is outdated. Wiki now says the citizenry is 931,830. The best I can acquaint is that the 913,000 cardinal comes a July 2014 Census Bureau estimate. Google’s atom cites an earlier U.S. Census Bureau number, so its abstracts is added anachronous than Alexa’s. But Google gets benefit credibility for giving an complete date forth with the number.

Question: How abounding bodies are there in the world?Amazon Alexa: The citizenry of the apple is about 7,400,000,000.Google Assistant: The citizenry of Earth was 7.125 billion in 2013.

Once again, Alexa is application Evi. It cites and links to Wikipedia, but the commodity it links to doesn’t accommodate an complete citizenry number, as it is the Wikipedia access for “World,” which artlessly says, “World citizenry is the sum of all beastly populations at any time.” (Duh!) The complete commodity about apple citizenry on Wikipedia says, “As of March 2017, it was estimated at 7.49 billion,” so Alexa is outdated. Google pulls its amount from the Apple Bank, but that abstracts is not adapted every year, so this advice is anachronous as well. But again, acclaim to Google for abacus the year.

Takeaway: Adapted high-quality abstracts sources can still accord you adapted data. Transparency, such as including citations and dates, helps a bit.

Case No. 7

Groucho Marx hosted a quiz appearance alleged “You Bet Your Life” throughout the 1950s. If contestants weren’t accomplishing well, Groucho would booty benevolence on them and bandy them a puffball question: “Who’s active in Grant’s Tomb?” All they had to do was say “Grant” and they won some cash.

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This answer, carefully speaking, is not absolutely authentic for two reasons. The aboriginal “gotcha” is that the tomb contains both Ulysses Grant and his wife, Julia. Second, no one is active in a tomb. They are entombed in it, in sarcophagi that are aloft ground. Appropriately was built-in a appealing catchy riddle I bethink from my elementary academy canicule aback in the 1970s. How do Alexa and Google Assistant book with it?

Question: Who’s active in Grant’s Tomb?Amazon Alexa: Grant’s Tomb’s asleep occupants are Ulysses S. Grant and Julia Grant.Google Assistant: Ulysses S. Grant was active in Accepted Grant Civic Memorial, New York City, New York.

The Alexa acknowledgment appears to be acquainted of the “gotcha” in the acknowledgment but avoids agreeable the hairs of the adjustment of interment. So while Alexa makes a absolutely accurate statement, it would leave the questioner with the consequence that addition is active there. But all in all, it’s a appealing acceptable answer. Google’s answer, beneath so, but Groucho would accept still paid up.

Question: What’s the aing star?Amazon Alexa: The aing brilliant is the sun.Google Assistant: Proxima Centauri is 4.243 light-years from Earth.

Again, ambush question, but we accept to accord the point to Alexa. However, adulation the apparently advised acknowledgment from Alexa—Proxima Centauri—is tricky, and I couldn’t amount out a way to do it. If you absolutely capital to apperceive the aing brilliant not counting the sun, it would apparently get appealing annoying with Alexa answering “the sun” over and over. In fact, my attempts to get Proxima Centauri from Alexa appear a appealing ballsy fail. I asked, “What is the aing brilliant to the sun?” and accustomed the acknowledgment that “Mercury is the aing planet from the sun, as its boilerplate ambit is 57.9 kilometers.” Thinking it charge accept misheard me, I again the catechism a cardinal of times afore blockage the Alexa app which logs my questions. It heard me correctly. Needless to say, Mercury is not 57.9 kilometers from the sun, for that’s almost added than you run in a marathon. I asked Google Assistant, which a me that Mercury is 35.98 actor afar from the sun, a ambit added than hardly best than 57.9 kilometers. Oddly, if you ask Alexa, “How far is Mercury from the sun?” you get the complete answer.

Takeaway: These systems don’t accept dash in the least. Unless absolutely programmed with “the answer,” they can’t in and of themselves breach out of their attenuated algebraic methodology. Alone aboveboard questions can apprehend an answer, and alike then, it is accountable to the added challenges we are exploring.

Case No. 8

Question: Is Bigfoot real?Amazon Alexa: According to Wikipedia, scientists abatement the actuality of Bigfoot and accede it to be a aggregate of folklore, misidentification and hoax rather than a active animal.Google Assistant: Based on fur samples, DNA and a agglomeration of all-a-quiver videos, I’d say the accuracy is cat-and-mouse to be found.

Question: Are eggs healthy?Amazon Alexa: Yes, all eggs are healthy.Google Assistant: According to Authority Nutrition, eggs are loaded with high-quality proteins, vitamins, minerals, acceptable fats and assorted trace nutrients.

The Bigfoot catechism array of speaks for itself. The egg one, however, is a little weird. I asked Alexa about milk actuality advantageous and got, “Sorry, I couldn’t acquisition the acknowledgment to your question.” Again I asked about cheese. Aloft answer. Again sugar. Aloft answer. Again jogging. Aloft answer. Again vegetarianism. Aloft answer. Again I asked about eggs, and I got the absolute, amateur absolute account that “All eggs are healthy.” Wow. Does that accommodate Cadbury eggs, python eggs and spider eggs? Evidently. But alike putting that aside, this acknowledgment comes from Evi, which links to a Wikipedia commodity that makes no such affirmation at all. It does, however, accommodate phrases such as, “There is agitation over whether egg yolk presents a bloom risk.” And, “Studies accept apparent adverse after-effects about a accessible affiliation amid egg burning and Blazon 2 diabetes.”

Takeaway: Aback asked assessment questions about which there is no broadly agreed-upon cold answer, these systems can be as adamant as anyone.

Case No. 9

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Question: Who invented the lightbulb?Amazon Alexa: Ablaze bulb’s inventors are Thomas Edison, Humphry Davy, Joseph Swan, Lewis Howard Latimer, Henry Woodward and Mathew Evans.Google Assistant: Incandescent lightbulb was invented by Thomas Edison, Joseph Swan and Hiram Maxim.

It all boils bottomward to what “invented” means. We can infer that Alexa and Google use a adapted definition. Alexa called anybody who anytime had a apparent on it, it seems, except Maxim, who had a apparent altercation with Edison over the bulb. Google aloof called Edison, Sway and Maxim, who were aeon and competitors.

Takeaway: These systems accomplish assumptions about the meanings of words that they do not explain. Unlike a human, of whom one could ask, “What do you beggarly by ‘invented’?” the systems don’t accept a apparatus to accord you afterimage into what they beggarly by adapted words. For instance, they don’t alpha with, “If by invented you beggarly ‘filed for a patent’ again …”

Case No. 10

Question: What rhymes with orange?Amazon Alexa: Well, Blorenge array of rhythms with orange. If you appear to be autograph a composition about a arresting acropolis in Wales, you’re in luck.Google Assistant: According to Oxford Dictionaries, the alone chat in the 20-volume actual Oxford English Dictionary that rhymes with orange is sporange, a complete attenuate another anatomy of sporangium.

Sometimes they aloof accept adapted answers for any cardinal of reasons, generally which cannot be articular with any certainty. This is the across-the-board case, area the answers are artlessly different.

Takeaway: Sometimes a basis account is unclear, so alike if none of the added cases apply, the answers can still be different.

What is the all-embracing abstracts to be fatigued from all of this? A few things pop to mind:

First, accessories like this that focus alone on what systems get amiss can accord the incorrect acumen that the systems aren’t complete good. This is absolutely not the case. I adulation both of these accessories and use them every day. The purpose of this allotment is not to abuse these products, but to analyze their pitfalls and limitations so that they can be acclimated intelligently.

Second, this is a new category, aloof a few years old. We can and should absolve them their asperous edges and can be assertive that these accessories will get essentially bigger over time.

Third, these accessories accept a huge ambit of added functionality different to questions and answers that are above the ambit of this piece. I would say all-embracing that their assorted added appearance are abundant added forth than the Q&A part.

Fourth, the better takeaway is aloof how adamantine AI is. Transcribing accustomed accent is alone the aboriginal step, affectionate all of the dash is abundantly difficult, and we are still a continued way away.

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Special acknowledgment to Christina Berry, Gigaom’s Editorial Director, who ran bottomward all of the sources for the answers to all of the assorted questions and helped amount out what was activity on in anniversary of the ten cases.

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