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MIT report: 95% of generative AI pilots at companies are failing
Fortune ^ | 08/22/2025 | Sheryl Estrada

Posted on 08/21/2025 9:31:54 PM PDT by SeekAndFind

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1 posted on 08/21/2025 9:31:54 PM PDT by SeekAndFind
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To: SeekAndFind

Companies seem to think AI will magically do a lot for them and eliminate staff.

Companies are run by stupid people.


2 posted on 08/21/2025 9:37:47 PM PDT by ConservativeMind (Trump: Befuddling Democrats, Republicans, and the Media for the benefit of the US and all mankind.)
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To: ConservativeMind

The problem is, if AI does a good job 99% of the time, what about that 1% when it messes up? And who will know how to fix it?


3 posted on 08/21/2025 9:39:32 PM PDT by dfwgator (Endut! Hoch Hech!)
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To: dfwgator

I just asked Perplexity.ai which NFC division the AFC West will play in 2026. It actually claimed that the AFC West played the NFC West in 2024, when it played the NFC South. That was a VERY straightforward question to botch.


4 posted on 08/21/2025 9:48:54 PM PDT by Dr. Sivana ("Whatsoever he shall say to you, do ye." (John 2:5))
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To: Dr. Sivana

LLMs by themselves can’t answer many of those questions, they have to have data fed into it, either by getting information from the web, or from a vector store database, or a tool.


5 posted on 08/21/2025 9:52:46 PM PDT by dfwgator (Endut! Hoch Hech!)
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To: SeekAndFind

BTTT


6 posted on 08/21/2025 9:53:18 PM PDT by nopardons ( )
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To: SeekAndFind

As far as the 95%/5% rule. Remember the dozens of PC-clone start-ups in the 80s? Only one stuck around to the present day . . . Dell (formerly PCs Limited). A few were in the game long enough to be considered a success. (e.g. Gateway, AST), and some of the well-funded startups were eventually bought out, which isn’t the same as failing (e.g. Compaq). This tendency spread down to components. There used to be a dozen serious hard drive companies, now there are effectively two and one-half (Seagate, WD, Toshiba). Gone or bought out are (Core, Priam, Rodime, Quantum, IBM/Hitachi, CMI [good riddance], Maxtor, Micropolis, MiniScribe, Samsung, Tandon)

The same applies to web services/vendors (Amazon beat the pants off of BN.com), Cryptocurrancy, social media,


7 posted on 08/21/2025 9:59:11 PM PDT by Dr. Sivana ("Whatsoever he shall say to you, do ye." (John 2:5))
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To: dfwgator
either by getting information from the web

The information is readily available. That was how I corrected it. The LLM either relied on a bad source, or misread the data. NFL schedules are easy to come by online.
8 posted on 08/21/2025 10:01:19 PM PDT by Dr. Sivana ("Whatsoever he shall say to you, do ye." (John 2:5))
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To: SeekAndFind

I can confirm. I work for a global company with over 50,000 employees. Our company’s AI tool was introduced with great fanfare. More than a year has passed and so far its greatest use seems to be writing emails for employees that couldn’t compose a coherent email without it. I’m not sure how they managed before. It was supposed to help deliver information to customers but we’ve been told do NOT use it for provding information to customers because the information may very well be false, inaccurate, or incomplete.


9 posted on 08/21/2025 10:08:04 PM PDT by GLDNGUN
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To: SeekAndFind

Ai can be useful. I use it but I have a critical mind and intelligence that balances what I see. In my opinion Ai is a racket. It’s simply a tube that sucks information into a tidy place. I see where the new young tech startups have harnessd to a genius level. The reality for everyone else it’s regurgitated stream of garbage in and garbage out and corporations sell it as the end all being a fad that’s sold as something we can’t live without. It doesn’t replace anything that our mind is already capable of. We will lose great minds. We will lose independent thinking.


10 posted on 08/21/2025 10:58:34 PM PDT by shanover (...To disarm the people is the best and most effectual way to enslave e them.-S.Adams)
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To: dfwgator
The problem is, if AI does a good job 99% of the time, what about that 1% when it messes up?


11 posted on 08/22/2025 1:50:02 AM PDT by Angelino97
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To: dfwgator
The problem is, if AI does a good job 99% of the time, what about that 1% when it messes up? And who will know how to fix it?

My personal experience with AI in computer programming over the past year is that AI is childish, hallucinates, and outright lies to me, but it is brilliant, analyzes and prints data at superspeed, and can communicate with me in normal language. I'll never code without AI ever again.

AI today is an indispensable tool, in many fields, but requires human supervision and guidance. It can't do anything on its own. Think of AI as the hyper-paralegal, but the clueless attorney who can't prepare a case.

12 posted on 08/22/2025 2:08:33 AM PDT by Right_Wing_Madman
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To: shanover

“ It’s simply a tube that sucks information into a tidy place”

I see AI as a powerful place for the propaganda media to get their lies out to the public. So often leftists lie about a situation for one to three days, knowing that their lie will be on the Internet forever. Whenever a search of that topic is done, their dishonest statements will surface, muddying the truth.

I did think AI would be a good place for factual data, but even that seems to be a problem.


13 posted on 08/22/2025 3:05:13 AM PDT by Freee-dame (P)
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To: SeekAndFind

One thing I notice is how many YT videos lately have clearly been generated without reviewing them first.
Strunk and White writing principles are desperately needed to be inculcated into these programs. Would cut 50% of the video time/reading time. Way too much replication/repeat use of information.
Watch for English majors to be in high demand soon. In the early days of computer design, philosophy majors were sought out. Very few remember that.


14 posted on 08/22/2025 3:37:56 AM PDT by LRoggy (Peter's Son's Business )
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To: LRoggy

Watch for English majors to be in high demand soon. In the early days of computer design, philosophy majors were sought out. Very few remember that

........

There are very few English majors that hone the craft of writing. Most are leftist adical feminist relativistic ideologs.

Not a coherent sentence among them!


15 posted on 08/22/2025 3:53:34 AM PDT by Chickensoup
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To: GLDNGUN
Our company’s AI tool was introduced with great fanfare. More than a year has passed and so far its greatest use seems to be writing emails for employees that couldn’t compose a coherent email without it. I’m not sure how they managed before. It was supposed to help deliver information to customers but we’ve been told do NOT use it for proving information to customers because the information may very well be false, inaccurate, or incomplete.

I'm guessing your company's not alone...

16 posted on 08/22/2025 3:53:55 AM PDT by GOPJ (Superman joined ICE - - Lex Luthor drinks Bud light, drives a Jaguar and is a registered democrat)
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To: SeekAndFind

They should expect to have issues arising during pilot programs. After all, that’s what pilot programs are for.


17 posted on 08/22/2025 4:03:27 AM PDT by equaviator (Nobody's perfect. That's why they put pencils on erasers!)
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To: Chickensoup
You might be able to train an English major in Boolean logic, but recursion might be a little more of a challenge to them.

Look for the return of spaghetti code.

18 posted on 08/22/2025 4:11:41 AM PDT by Sirius Lee ("Never argue with a fool, onlookers may not be able to tell the difference.”)
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To: LRoggy

Watch for English majors to be in high demand soon. In the early days of computer design, philosophy majors were sought out. Very few remember that

........

There are very few English majors that hone the craft of writing. Most are leftist adical feminist relativistic ideologs.

Not a coherent sentence among them!


19 posted on 08/22/2025 4:16:10 AM PDT by Chickensoup
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To: SeekAndFind

Good... It needs to fail...


20 posted on 08/22/2025 4:39:59 AM PDT by Openurmind (AI - An Illusion for Aptitude Intrusion to Alter Intellect. )
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