From mboxrd@z Thu Jan 1 00:00:00 1970 X-Spam-Checker-Version: SpamAssassin 3.4.6 (2021-04-09) on ip-172-31-65-14.ec2.internal X-Spam-Level: X-Spam-Status: No, score=-1.3 required=3.0 tests=BAYES_20,NICE_REPLY_A, T_SCC_BODY_TEXT_LINE autolearn=ham autolearn_force=no version=3.4.6 Path: eternal-september.org!feeder.eternal-september.org!.POSTED!not-for-mail From: "Dmitry A. Kazakov" Newsgroups: comp.lang.ada Subject: Re: ChatGPT Date: Sat, 1 Apr 2023 09:39:49 +0200 Organization: A noiseless patient Spider Message-ID: References: <3db3c046-bbcf-497b-afd5-ac6c2b9567afn@googlegroups.com> MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8; format=flowed Content-Transfer-Encoding: 7bit Injection-Date: Sat, 1 Apr 2023 07:39:48 -0000 (UTC) Injection-Info: dont-email.me; posting-host="b15f95e3b4f9ee51921a6d1734ab24fb"; logging-data="1929056"; mail-complaints-to="abuse@eternal-september.org"; posting-account="U2FsdGVkX18PLE/3a0OtYuuWCzhw8nMzbRhxJw2c+78=" User-Agent: Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:102.0) Gecko/20100101 Thunderbird/102.9.1 Cancel-Lock: sha1:bTGgoHOGOwjScBYwD+dN/v70w5A= In-Reply-To: Content-Language: en-US Xref: feeder.eternal-september.org comp.lang.ada:65035 List-Id: On 2023-03-31 23:44, Anatoly Chernyshev wrote: > Data science people swear it's just a matter of the size of training set used... They lie. In machine learning overtraining is as much a problem as undertraining. The simplest example from mathematics is polynomial interpolation becoming unstable with higher orders. And this does not even touch contradictory samples requiring retraining or time constrained samples etc. > I did also a few tests on some simple chemistry problems. ChatGPT looks like a bad but diligent student, who memorized the formulas, but has no clue how to use them. Specifically, units conversions (e.g. between mL, L, m3) is completely off-limits as of now. One must remember that ChatGPT is nothing but ELIZA on steroids. https://en.wikipedia.org/wiki/ELIZA -- Regards, Dmitry A. Kazakov http://www.dmitry-kazakov.de