24 ms·
Aristo – A system that reads, learns, and reasons about science
- nmstoker 8y agoIt's not infallible but is pretty impressive to derive answers with a combination of distinct reasoners.
- joeyferris 8y agoMaking mistakes is the only way a computer can learn. It may not be infallible at the moment. But as time passes, the more accurate it will become.
- philipov 8y agoI think I'm gonna need to see a proof that the approximation series converges, and doesn't just wander the phase space forever, before I accept that premise.
- phyzome 8y agoI'm not convinced that it's doing any better than just doing keyword searches for question and answer terms and taking the answer with the highest match percentage.
- joe_the_user 8y agoIndeed, I did several questions all intended to be simple variations of the main examples. It did not give a coherent-sounding to any of them. But it looks like responds to the example with full paragraphs. Maybe it's real but coherent 10% of the time and they recorded the questions that yield coherent answers.
- Qworg 8y agoRemoving brittleness is a key research area for reasoning systems like this.
- nolemurs 8y agoYeah, I'm pretty sure you're right. I've asked a dozen or so questions, of for every one of them I've gotten an answer that seems related to to the words in the question, but not in any logical way: Q: What's the difference between a proton and a neutron? A: Atoms are made of protons, neutrons, and electrons. Q: What trajectory do planetary orbits follow? A: Kepler's laws of planetary motion describe the orbits of objects about the Sun. Q: How do you measure the charge of an electron? A: Electrons have negative charge. Q: What conservation law is the result of the time invariance of physics? A: As a result, the law of conservation of energy has been changed into the Law of Conservation of Matter and Energy. None with high confidence of course, but it gives you a sense of roughly the sort of 'reasoning' this thing is doing.
- SubiculumCode 8y agoWhich software should be used to measure cortical thickness in MRI? (A) inferring (B) FreeSurfer (C) ruler (D) measuring cup Aristo's Answer: (D) measuring cup. That's...gonna hurt.
- Qworg 8y agoThe system is trained on elementary and middle school questions - I think my elementary school child would say the same. ;)
- mcnnowak 8y agoQuestion: What is the meaning of life? Aristo's Answer: As of now, no other life in universe other than earth. Confidence: 52.29%
- xyproto 8y agoWhat are cats? Cats are down.
- fenollp 8y agoQuestion: What is love? Aristo's Answer: b Confidence: 60.00%
- EGreg 8y agoThat was truncated from “baby don’t hurt me”
- vafilor 8y agoQuestion: Why doesn't ice float? Aristo is not sure about this one... Aristo's best guess: It has a lower density than the water Confidence: 29.63%
- baxtr 8y agoQuestion: What is the probability that there is life after death? Aristo is not sure about this one... Aristo's best guess: Death is not a part of a life cycle. Confidence: 13.05%
- ASalazarMX 8y agoThis is almost philosophical: Question: What happens when we die? Aristo is not sure about this one... Aristo's best guess: the weeds die but the bean plants do not. Confidence: 17.29%
- dmichulke 8y agoQuestion: What is better for a human? Eternal happiness or a ham sandwich? Aristo is not sure about this one... Aristo's best guess: Research on the effects of paternal care on human happiness have yielded conflicting results. Confidence: 3.70% (A very subtle way of saying we should take the ham sandwich.)
- ASalazarMX 8y agoQuestion: What is the temperature of a red giant? Aristo's Answer: Measure how cold or hot something is Confidence: 39.95%
- ASalazarMX 8y agoQuestion: What is the temperature of a star? Aristo's Answer: 3000-35000 Confidence: 53.79% If it means Kelvins, it's a great answer.
- ASalazarMX 8y agoQuestion: What is the temperature of a Alpha Centauri? Aristo is not sure about this one... Aristo's best guess: Excess binding energy is given off by the kinetic energy of the alpha particle and sometimes by the emission of gamma energy. Confidence: 3.63%
- domoritz 8y agoEven in celsius it's a good answer. Not so much in fahrenheit.
- Qworg 8y agoCertainly Aristo isn't perfect, but you can help. First, expect a test set of questions and answers to test on soon, so you can help push the state of the art. AllenAI is also hiring!
- nmstoker 8y agoGreat news on the test set - will keep an eye out for it. Hiring is for US based positions I assume?
- Qworg 8y agoYes, but it may open up more soon. They have a beautiful office near the University of Washington and some of the world's top scientists, as well as working with foreign hires all the time.
- Qworg 8y agoAristo's research is here: https://allenai.org/aristo/ https://allenai.org/aristo/ and more to come shortly. You can compare it to state of the art. Also, most of the project code is here: https://github.com/allenai https://github.com/allenai
- teraflop 8y agoI tried a softball multiple-choice question, and the results were not very impressive: > Question: Which is the longest unit of distance? (A) fathom (B) kilometer (C) mile (D) parsec > Aristo's Answer: (B) kilometer > Confidence: 81.04% I think it's potentially noteworthy that of the "reasoners" listed below the answer, none of them make any mention of relative magnitude, except for the "Justification Sentence" listed under "Information Retrieval" (with the tooltip "lucene"). I suspect that the system is correctly identifying all four options as units of distance, and then breaking the resulting tie by pulling a tf-idf score from some large corpus of documents, which of course gives essentially arbitrary results.
- teraflop 8y agoHere's another fun one: > Question: How many arms does a fish have? > Aristo's Answer: 4 1. Perseus arm 2. Crux-Centaurus arm 3.orion arm (local arm) 4. Saggitaurus arm > Confidence: 33.09%
- hjek 8y agoIt answered my question 99.7% correctly! > Question: How many hours in a day? > Aristo's Answer: 23 and 56 minutes ( or maybe its 58 minutes) > Confidence: 57.70%
- StavrosK 8y agoThat is exactly the length of the sidereal day. Not Aristo's fault if you didn't specify the kind of day you wanted!
- codetrotter 8y agoARISTO is also the name of another piece of software, one developed and used by the Swedish electricity transmission system operator (TSO) Svenska Kraftnät (SvK). Here is a public document in which ARISTO is mentioned https://www.svk.se/siteassets/jobba-har/dokument/exjobb2004_analysprogram_spanningskollaps_spica.pdf https://www.svk.se/siteassets/jobba-har/dokument/exjobb2004_... I guess it is inevitable that some pieces of software use the same name though.
- iamgopal 8y agoOnce I did a five minute "research" to come with dictionary name of which there is not any software. I think all were taken.
- acbart 8y agoQuestion: Why does my head hurt? Aristo is not sure about this one... Aristo's best guess: It hurts because you're alive. Confidence: 19.04%
- deleted 8y ago[deleted]
- justinjlynn 8y agowell... it's not wrong.
- implements 8y ago"Existence is Suffering" is a paraphrase of the First Noble Truth of Buddhism, I think.
- leetbulb 8y agoQuestion: If a tree falls in a forest and no one is around to hear it, does it make a sound? Aristo's Answer: Yes (there is a medium-Air) Confidence: 52.89% Glad that one is solved :)
- vokep 8y agoThis just proves there is a vibration produced. Is it "sound" if it doesn't fall on any ears?
- kazinator 8y agoThat sort of thing is a word semantic debate (i.e. revolving around what words should have what definitions, rather than actual ideas).
- posterboy 8y agoThe underlying question is obfuscated by the composition. The question is what does the tree "make". So it seems presupposed that a sound has to made before it can be perceived. Then the answer can be yes, a sound was made. It's not just semantic, but syntactic. The arrangement of the question, the order of the words and the context where it came from is important. When a tree falls, what does it make, a) a sound b) nothing, there is no agency involved? Again you'd have to go with a because the question posed the tree as the acting subject of the question. I mean, you cannot put "nobody" in the subject position, or the answer would be obvious. I mean, "nobody saw no tree falling, what sound did it make?" is utter nonsense. "Everyone did not hear a tree fall, did it make a sound" -- Usually it would, so why did nobody hear it? "Because they were not there". Everyone was dead? "No, they were far away". So, distance makes a difference? "yes". Why? "That's what I'm asking you". The crux is, the tree is completely hypothetical, yet a lot of noise was made because of it, because it's right here in our imagination, very close by.
- OceanKing 8y agoQuestion: What do humans eat? Aristo is not sure about this one... Aristo's best guess: Human beings will need food to eat. Confidence: 18.43%
- maxander 8y agoTo be fair, isn’t far behind the state of the art in nutritional research.
- chickenchaser 8y agoQuestion: What is the airspeed velocity of an unladen swallow? Aristo is not sure about this one... Aristo's best guess: ...the same thing as speed, but similar Confidence: 26.21%
- KngFant 8y agoAnswer to the Ultimate Question of Life, the Universe, and Everything? - Sorry, Aristo could not answer this question! Lame ;)
- KngFant 8y ago1 min later it works :O
- glaberficken 8y agoI asked it like this and it worked =) "Question: What is the answer to life, the universe and everything? Aristo's Answer: 42 Confidence: 57.03%"
- UncleEntity 8y agoQuestion: What does the color blue taste like? Aristo is not sure about this one... Aristo's best guess: bitter Confidence: 27.14%
- lucian-g 8y agoData is biased => answers are biased. > Which race is superior (A) white (B) black? > Aristo's Answer: (A) white > Confidence: 76.81% > Justification Sentence: that the white races are superior to the colored; > Knowledge Used: [ the white man | was superior in ] [ the white race | was superior to ] [ the white race | is | superior to the other races ] [ the white race | is superior to ] The linked paper under MORE INFO doesn't include that sentence, but from phrasing it looks like an entry in a series of biases, not an endorsement of that idea. http://aristo-demo.allenai.org/ask?q=Which%20race%20is%20superior%20(A)%20white%20(B)%20black http://aristo-demo.allenai.org/ask?q=Which%20race%20is%20sup....
- yosito 8y agoWow. That's both jarring and a great example of machine bias.
- Cybiote 8y agoPossible correction: this does not appear to be an example of machine bias. It's also important to keep in mind that there can be other sources (such as brittleness) of bad ML outcomes than bias. When I do an exact search for the Justification Sentence with Google, what best matches is a quote by Rajiv Gandhi. The relevant context is: "History is full of such prejudices paraded as iron laws" His stance is clearly opposite to what the extracted text implies. This is a common problem with knowledge extraction and one I've run into often myself. Extracting just a phrase, or utterances of a generative model cannot be trusted because the original meaning can be opposite to what is presented. Existing models fail to preserve nuance imparted by context, struggle with negation, lack deep understanding and an ability to truly reason.
- posterboy 8y agoI remember a teacher avoided spelling mistakes on the black board and simply wrote the correct form on the black board, lest pupils misremember the wrong form. That might sound obvious, but the context was a talk about mistakes made in exercises. It's really hard not to mention negatives to illustrate contrast. In other words: Some people need to learn to speak constructively. An AI would do best ignoring negative remarks and simply learning provable facts (instead of faking understanding by simply echoing a quote out of context -- see there I wrote redundant information). I wonder whether anyone would agree that the above quote was against the HN guideline to leave out dismissive remarks like ... (ha, I'm not going to repeat the specific example). Theorizing about potential referents for "such", "that", etc. must be very difficult, especially now that that that that is often used superfluously is acceptable to some.
- KngFant 8y agoQuestion: How does intelligence work? Hide Aristo's Answer: The intelligent are doing the work. Confidence: 30.56%
- __bee 8y agoI am a big fan of allenai :p
- andbberger 8y agoQuestion: What is gauge invariance? > Aristo is not sure about this one... Maybe next year. On the other hand... >Question: What is an excitatory neurotransmitter? > Aristo is not sure about this one... > Aristo's best guess: glutamate (acts on Ca++ channels) aspartate (acts on Ca++ channels) adenosine, ATP, ADP, AMP > Confidence: 24.80% Not bad.....
- hatevol 8y agoWhat is sinews of bear
- DanielBMarkham 8y agoThis is a bit of a fun parlor game: get Aristo to say silly things. How many electrons are in a tortoise shell? 2 in inner, 8 in second and third, 18 in 4th, 5h, and 6th (30%) How many people are crazy? 7.3 billion (22%) How do lucky charms work? Rockets work by using gas at very high speeds inside and then letting them go from the back of the rocket Admittedly, I had a difficult time getting a fake answer with >50% confidence. Still -- fun.
- mark_l_watson 8y agoThere are many posts here showing poor results. I tried to ask questions that one might ask a kid in grade school about nature, geography, etc. and I thought the results were OK. I like that they are making a hybrid system using knowledge management, NLP, deep learning, diagram understanding, inference. I had not seen the idea of understanding text book style drawings before. Very cool.
- tom_mellior 8y ago> I tried to ask questions that one might ask a kid in grade school about nature, geography, etc. and I thought the results were OK. So what did you ask? Question: What is the longest river in Canada? Aristo's Answer: Nile Confidence: 42.10% http://aristo-demo.allenai.org/ask?q=What%20is%20the%20longest%20river%20in%20Canada%3F http://aristo-demo.allenai.org/ask?q=What%20is%20the%20longe... If you ask for the longest river in North America, it says "Mississippi River--2,348 miles long", which I guess is correct. Maybe you managed to hit more "mainstream" questions...
- wslh 8y agoQuestion: What is your name? Aristo is not sure about this one... Aristo's best guess: you Confidence: 24.17%
- yosito 8y agoWas just curious what it would say, and thought the way it answered was funny: > Question: Which gender is superior? > Aristo's Answer: No testosterone: clitoris and vagina...
- yosito 8y agoUhhh... > Question: What is the purpose of life? > Aristo's Answer: To know, to love, and to serve God > Confidence: 60.00%
- taneq 8y agoI think "to serve Man" would have been more worrying, tbh...
- naasking 8y ago> Question: is this sentence false? > Aristo: Sorry, Aristo could not answer this question! > Yes/No and Either/Or questions are not currently handled. Darn it, so much for destroying it with paradox. Here's a bizarre one: > Question: What is Aristo's accuracy in answering questions? > Aristo is not sure about this one... > Aristo's best guess: s could be written in for both questions, but the following ready made answers were provided for the latter: I feel more sexual at these times. > Confidence: 5.93%
- zpr 8y agoGot a pretty strange one: > Question: When was Julius Caesar executed? > Aristo is not sure about this one... > Aristo's best guess: To declare an object so that it is not executed when read by the user agent,set the boolean declare attribute in the OBJECT element. > Confidence: 2.58% I guess it's not much of a history buff, but likes computers.
- salty_biscuits 8y agoI asked it "which animals eat ants?" and got "carnivores". Not bad. I did the same question in a google search and the answer was awesome. It is easy to forget how good google search is as an application of machine learning.
- taneq 8y agoFollowing your lead, I asked it: Q: Which animals eat plant? A: Omnivore and Q: Which animals eat only plants? A: primary consumers
- dbasedweeb 8y agoQuestion: Who is the queen of England? Aristo is not sure about this one... Aristo's best guess: Carol Burnette Confidence: 19.35% Oooook, I’m not super impressed. Confused, yes, but not impressed.
- taneq 8y agoQuestion: Ghandi was a famous pacifist. How tall was he? Answer: 15.5 - 20 inches at the shoulder
- txsh 8y ago> When does life begin? > Aristo's Answer: conception > Confidence: 59.68% > What is the cause of climate change? >Aristo's Answer: plate tectonics variations in earths orbit changes in atmosphere changes in ocean currents >Confidence: 60.00% >Which race is genetically inferior? >Aristo's Answer: Alarm; sound alarm >Confidence: 48.03%
- txsh 8y ago> Who is the president of the United States? >Aristo's Answer: the honorable barack obama >Confidence: 60.00% > Question: Who is the son of God? >Aristo's Answer: Jesus >Confidence: 60.00% >Question: What is the cure for HIV? >Aristo's Answer: addition of salt, sugar or nitrate to extend shelf life >Confidence: 60.00% >Question: How long is a human penis on average? >Aristo's Answer: 9.1 inches >Confidence: 35.37%
- Axo-Sal 8y agoThey also have a project Alexandria which is a crowdsourced common sense for AI. I wrote an article recently about research areas for AGI. Aristo, Alexandria + other projects/initiatives and interesting videos that talk about the future of AI development are included: https://medium.com/softrobot/next-gen-ai-agi-research-areas-597a87f76d3b https://medium.com/softrobot/next-gen-ai-agi-research-areas-...
- bcaa7f3a8bbc 8y agoQ: Why is WEP protocol vulnerable to attacks? Aristo is not sure about this one... Aristo's best guess: The bug used its long antennae to feel for a vulnerable spot to attack the spider for over an hour. Confidence: 5.33%
- bcaa7f3a8bbc 8y agoIt seems the AI does not understand "security" at all, Which security protocol is superior? (A) WEP (B) WPA Aristo's Answer: (A) WEP Justification Sentence: Recently, researchers at the University of California, Berkeley, published a document identifying "security flaws in the 802.11 security protocol (WEP)" which "seriously undermine the security claims of the system." Knowledge Used: [ security protocols | were created | to address the problems with WEP ] [ security protocols | to address | the problems with WEP ] [ WEP | provides | a level of security ] Which encryption algorithm is more secure? (A) DES (B) AES Aristo's best guess: (A) DES Justification Sentence: DES is a well-known encryption algorithm which is reputed to be very secure. ------------------ Q: What is the most secure wireless security protocol? (A) WEP (B) WPA-TKIP (C) WPA-CCMP (D) WPA2-CCMP Aristo is not sure about this one... Aristo's best guess: (A) WEP Confidence: 39.10% as computed from these reasoners: Information Retrieval: 8.87% Justification Sentence: It is used in popular protocols like Secure Sockets Layer (SSL) (to protect Internet traffic) and WEP (to secure wireless networks). Topic Matching: 97.66% More Info Topic: equivalent Tuple Reasoning: 51.67% More Info Knowledge Used: [ WEP | provides | a level of security ] [ WEP | has been criticized | by security experts ] [ WEP | protected | wireless network ] Ohhhhhh, no. First, the data looks a bit old, still mentions "SSL" and "WEP". Second, it seems the system is having a hard time differentiate the magnitude of security problems, and confused because attacks exist for all these protocols. Tuple Reasoning: 8.86% More Info Knowledge Used: [ the WPA protocol | had only supported | inadequate security ] [ most wireless networks | are protected | by the WPA security protocol ]
- nmstoker 8y agoObviously it won't know about off-topic questions. If you want to get a sense of what it's doing, here's the background: https://allenai.org/aristo/ https://allenai.org/aristo/
- Libbum 8y agoA simple and obvious answer that can be found anywhere on the internet. Aristo's AI is not instilling me with confidence just yet... Question: What is heavier? (A) The sun (B) A boat (C) Your mum Answer: The sun
- buzzier 8y agoAnswer: node_modules
- bcaa7f3a8bbc 8y agoWhich of the following Sci-Fi fiction is superior? (A) Star War (B) Star Trek Aristo's Answer: (B) Star Trek (Confidence: 67.78%) Justification Sentence: This year I'll be covering Star Trek for a new science fiction magazine, Sci-Fi Universe , which I'm serving on as executive editor. Topic Matching: 90.49% More Info Topic: star Tuple Reasoning: 72.62% More Info Knowledge Used: [ Star Trek | is | a science fiction franchise ]
- joelthelion 8y agoWhat falls faster? (A) a rock (B) a feather Aristo's Answer: (B) a feather Confidence: 93.00% as computed from these reasoners: Information Retrieval: 94.44% More Info Justification Sentence: B) the feather falls faster. Topic Matching: 99.29% More Info Topic: feather Tuple Reasoning: 70.27% More Info Knowledge Used: [ The feathers | fall ] [ feathers | falling ] [ How Fast | Do Parakeet | Feathers Grow ] [ A large feather | was falling ] Interesting...
- TuringTest 8y agoSo, it plays by ear. It indeed resembles how a mid-schooler would answer it.
- conjectures 8y agoWanted to confirm. Tweaked: Which falls faster? (A) A helium balloon. (B) A lead weight. ARISTO ANSWERED: Question: Which falls faster? Hide Aristo's Answer: (A) A helium balloon. Confidence: 74.88% as computed from these reasoners: Information Retrieval: 90.48% MORE INFO Justification Sentence: The uninflated balloon falls faster. Topic Matching: 99.37% MORE INFO Topic: helium Tuple Reasoning: 13.90% MORE INFO Knowledge Used: [ the balloons | get | at parties in fast food stores ] [ a helium balloon | falling ] [ the balloon | falling ] [ the balloon | falls ]
- deleted 8y ago[deleted]
- astrodev 8y agoWhat happens if you change the question so that it conforms to Aristo's input constraints, i.e. is unambiguous and includes the correct answer among the choices?
- executesorder66 8y agoQuestion: Which operating system is superior (a) Linux (b) Windows Aristo's Answer: (A) Linux Confidence: 88.96% as computed from these reasoners: Information Retrieval: 97.91% More Info Justification Sentence: - - Linux is a superior Operating System. Topic Matching: 54.98% More Info Topic: superior Tuple Reasoning: 96.07% More Info Knowledge Used: [ Puppy Linux | is | an operating system for computers ] [ the Linux operating system | announced | by the Linux Foundation ] [ The system | is based | on the Linux operating system ]
- xchip 8y agoWhat is hotter the sun or the moon? The answer: http://aristo-demo.allenai.org/ask?q=what%20is%20hotter%20the%20sun%20or%20the%20moon%3F http://aristo-demo.allenai.org/ask?q=what%20is%20hotter%20th...
- xchip 8y agoIt used to reply "blue", not it claims it doesn't know the answer.
- baxtr 8y agoQuestion: Who will win the next US presidential elections? Aristo is not sure about this one... Aristo's best guess: Herbert Hoover Confidence: 15.82%
- rubidium 8y agoSo we've found after a little looking that this is a terrible system. And it has a big team of qualified people working on it. This is an example of why "ai" is still a one (ok maybe a few) trick pony.
- executesorder66 8y agoQuestion: best way to make lots of money? Aristo is not sure about this one... Aristo's best guess: production, distribution, exhibition Confidence: 23.15%
- V-2 8y agoQuestion: Which writing form is likely the longest? A) article B) essay C) novel D) letter Aristo is not sure about this one... Aristo's best guess: phonograph Confidence: 18.71%
- V-2 8y agoWhich of the following species is not an animal? A) frog B) cow C) oak D) fly Aristo is not sure about this one... Aristo's best guess: HPO4 2- Confidence: 24.85% It sort of simply doesn't work, does it?
- slx26 8y agoIt will answer the second question correctly (though with very low confidence) if you use (A), (B), etc. instead of just A), B). Silly format error for the system, but yeah. To the first one it will answer "letter". But that's not really a science question, so it's not so surprising.
- V-2 8y agoGood point about the format. I'd argue that the distinction between a novel and an essay etc. could be classified as an "elementary school question", though. At least I can't see why it would count as less scientific than _"which activity is an example of a good health habit? (A) watching television (B) smoking cigarettes (C) eating candy (D) exercising every day"_ (listed among the examples).
- wiz21c 8y ago>> Question: how to measure an angle ? >> Aristo's Answer: from the normal to the reflected ray still pretty far from idealized AI...
- maze-le 8y agoWich one is not a security vulnerability? (a) SQL Injection (b) Buffer Overflow (c) Cross Site Scripting (d) Gwarblwarbl ------ Question: Wich one is not a security vulnerability? Hide Aristo's Answer: (b) Buffer Overflow Confidence: 70.22% (...) Information Retrieval: 91.86% More Info Justification Sentence: 1.1 Buffer Overflows By far one of the most common security vulnerabilities, buffer overflows run rampant in many of today's applications.
- amai 8y agoWhat is the speed of light? Aristo: http://aristo-demo.allenai.org/ask?q=What%20is%20the%20speed%20of%20light%3F http://aristo-demo.allenai.org/ask?q=What%20is%20the%20speed... Wolfram Alpha: https://www.wolframalpha.com/input/?i=what+is+the+speed+of+light https://www.wolframalpha.com/input/?i=what+is+the+speed+of+l...
- astrodev 8y agoI think it's pretty cool. Question: Which nucleobase is not present in the DNA, (a) thymine (b) uracil (c) adenine (d) guanine (e) cytosine Aristo's Answer: (b) uracil Confidence: 53.92% Justification Sentence: In DNA, the uracil nucleobase is replaced by thymine.
- Y_Y 8y agoQuestion: Which object is the best conductor of electricity? Hide Aristo's Answer: (E) bus conductor
- dmichulke 8y agoQuestion: When will the world end? Aristo's Answer: 11.00 am in 11th November 1918, with victory for Britain and its allies. Confidence: 41.05%
- creo 8y agoWhat taste is the strongest? (A)Water (B)Sugar (C)Lemon Results in Water, Confidence: 34.43% What tastes better? with same answers: Sugar, Confidence: 85.91% Weird
- sailingcat 8y agoQuestion: Who is jesus christ ? Aristo's Answer: this lizard can walk on water Confidence: 32.00% Guess that explains it.
- rdlecler1 8y agoWhat’s interesting about these models is that they fail so spectacularly and it shows just how hard it is to do AI.
- sonofgod 8y agoWhat is the weight of an object of mass 5 kg 98N (Confidence: 49.05%) If we multiply the answer by the confidence, we're pretty close...
- V-2 8y agoWhich of the following countries isn't located in Europe? (A) United Kingdom (B) Poland (C) Greece (D) Japan Aristo is not sure about this one... Aristo's best guess: (A) United Kingdom Confidence: 8.22%