Soldato
- Joined
- 24 Sep 2007
- Posts
- 6,069
In a few weeks or months longer.All of which is achievable without "AI"
In a few weeks or months longer.All of which is achievable without "AI"
To those with the skills, but those without it's a god send.
I find it astonishing to hear how many people being dismissive of AI, and relegating it to just a fad only useful for making some terrible YouTube shorts.
I'm a GP and with very little effort it has helped me: get a domain, set up PfSense plus tools like HAProxy and Cloudflare to self host a site that uses LangChain plus a very modest use of the OpenAI API service to deliver up-to-date medical journal papers and local / national guidelines to a groups of several hundred clinicians in my area. My colleagues can simply upload the latest knowledge, the system ingests and then stores the info in a vectorised database - which uses a mobile friendly UI to answer clinical questions submitted by others. We can now access thousands of papers and guidelines in seconds. All because of AI, and without AI this would have not been possible. I guess what you get out of it is a reflection of what you put into it.
Although the same can be said of traditional search. It's only as good as the resources it can scan.That's a bit of a problem then isn't it, you need to be skilled and know what you're doing to use the AI in the first place. The scary thing is dumb people asking questions, AI giving them rubbish wrong answers and them thinking the answer is correct because they don't know any better
That's a bit of a problem then isn't it, you need to be skilled and know what you're doing to use the AI in the first place. The scary thing is dumb people asking questions, AI giving them rubbish wrong answers and them thinking the answer is correct because they don't know any better
exactly the sort of dim-witted response I fully expected hahaha -- "adding numbers is achievable without a calculator", "I can get all my news in a printed newspaper" etc Why would I choose to spend months slowly learning a multitude of programming and IT disciplines which I would seldom use, when AI helped me achieve ALL of it over one weekend?All of which is achievable without "AI"
no, medical literature is dense and there's lots of it - by ingesting & vectorising you essentially get to the answer quicker. It's not there to decide for you, but to present the information in a quicker and more efficient way. Say I want to find out the referral criteria for suspected myeloma, finding the full guidelines, scanning though the >100 page document and reaching the answer would take 2-3 minutes. With the tool I created its 5 seconds or less.Is this AI answering medical questions?
And as a user of the system, sure anyone can spend weeks reading dozens of papers, doing hundreds of keyword searches, skimming hundreds of abstracts and taking notes on everything. Or they can ask a question and get the answer straight away with links to all original articles.exactly the sort of dim-witted response I fully expected hahaha -- "adding numbers is achievable without a calculator", "I can get all my news in a printed newspaper" etc Why would I choose to spend months slowly learning a multitude of programming and IT disciplines which I would seldom use, when AI helped me achieve ALL of it over one weekend?
much like AI, rubbish in -> rubbish out.exactly the sort of dim-witted response I fully expected hahaha

Clearly it is possible without "AI". Even the actual data analysis could have been done without "AI" - things like Elasticsearch and other Full Text based search algorithms have been a thing for ages.without AI this would have not been possible
Why would you have to? Guides and blogs on things have existed long before AI, and allowed people to achieve things without having to slowly learn anything.Why would I choose to spend months slowly learning a multitude of programming and IT disciplines which I would seldom use, when AI helped me achieve ALL of it over one weekend?
And you accept any answer as 100% correct?no, medical literature is dense and there's lots of it - by ingesting & vectorising you essentially get to the answer quicker. It's not there to decide for you, but to present the information in a quicker and more efficient way. Say I want to find out the referral criteria for suspected myeloma, finding the full guidelines, scanning though the >100 page document and reaching the answer would take 2-3 minutes. With the tool I created its 5 seconds or less.
the output has been programmed to come, as an excerpt, from the inputted information only, in other words no part of it is "inferred". Furthermore the excerpt is turned into a href link, so that you can immediately open the full text at the correct location.And you accept any answer as 100% correct?
Interesting.
There's nothing especially intelligent about AI, it's just allowing people to use natural language to make queries, and to provide answers by using linguistic analysis. This is clearly a time saver and provides "answers" more quickly. It is also true that these "answers" cannot be relied upon to be correct, because you often won't have a trustworthy source of information, or you are analysing incorrect information.
It's a tool to get to an answer more quickly, but ultimately a human should be coming up with and verifying the correct answer. The danger is when no verification is done.
I always was so annoyed at my parents for not investing every penny they had into amazon. This new company that everyone was talking about. All of sudden they were no longer going into towns but buying everything form amazon. How on earth did they not invest their entire savings into a company like that.
Now I look at ai. Isn't it the same thing? To stop using Google but use ai instead is a massive change of habits.
The main difference is that in the dot com era most companies were not even generating revenue, while the current AI "bubble" is led by highly profitable companies that are investing sustainably into AI and where most of them are generating revenue, but at a loss. Costs per token have dropped massively.Remember Last Minute.com? Remember the Dot Com bubble? AI isn't making profit yet. There will be mega companies and mega flops.
Remember Last Minute.com? Remember the Dot Com bubble? AI isn't making profit yet. There will be mega companies and mega flops.
There's nothing especially intelligent about AI, it's just allowing people to use natural language to make queries, and to provide answers by using linguistic analysis. This is clearly a time saver and provides "answers" more quickly. It is also true that these "answers" cannot be relied upon to be correct, because you often won't have a trustworthy source of information, or you are analysing incorrect information.
It's a tool to get to an answer more quickly, but ultimately a human should be coming up with and verifying the correct answer. The danger is when no verification is done.