Bonum Certa Men Certa

Stochastic Parrots vs Intelligence

Original by Alex Oliva, "stochastic parrots vs intelligence"

Machine learning is often framed as artificial intelligence.

Based on large statistical models, it can learn what is common.

That is only vaguely correlated with what is intelligent, let alone with what is good.

To figure out what is good, we need to reflect, to weight consequences, to identify benefits and risks to ourselves and to others.

The machine learning systems better understood as stochastic parrots don't do that.

They may seem to, when they're trained on datasets that embody our own collective intelligence.

But it's a lossy process. It's not just that it doesn't advance wisdom, it rather dilutes it in noise.

As training datasets encompass more and more data produced by such intelligence-diluting processes, the pearls that would advance our collective intelligence will become ever harder for us, the reflecting beings, to identify, select and promote in the sea of stochastic noise generated by the artificial parrots.

This vulnerability doesn't affect only these brute-force algorithms. Humans too are vulnerable to it. Social media filter bubbles, much older propaganda techniques and cults exploit just that: if we're surrounded by people (or bots) voicing a similar position, we tend to take that position for granted, as a reflection of collectively-selected wisdom.

It takes huge effort to overcome peer pressure and maintain and advance the unusual, surprising, even unreasonable positions that progress depends on.

Stochastic parrots, with all their computing power, can't crack us out of these serpent eggs: being unable to reason, they can only further entrap us, reinforcing already common sedimented positions.

They won't figure out that we've been fooled and warn us. They won't find solutions for climate catastrophe, for war, for famine, for inequity, for prejudice, for exploitation.

They are artificial parrots made to identify prevalent patterns and to boost them.

The prevalent systems of beliefs that they are made to reinforce are the ones that brought us these problems.

The pearls we wish and hope for are too rare to catch the stochastic parrots' algorithms' attention, and the extra noise the parrots output won't make the pearls any easier for us intelligent beings to find.

So blong...




This work is licensed under the Creative Commons License BY-SA (Attribution ShareAlike) 3.0 Unported. To see a copy of this license, visit http://creativecommons.org/licenses/by-sa/3.0/ or send a letter to Creative Commons, 444 Castro Street, Suite 900, Mountain View, California, 94041, USA.

Recent Techrights' Posts

XBox is Rapidly Turned Into a Slopfarm by Microsoft
Slop isn't about efficiency and saving money
Reboots Should Never be Necessary
"BUT WHAT ABOUT SECURITY!!"
Microsoft's Halloween Documents and systemd, Wayland, Etc.
Maybe one day Wayland will be widespread. Or maybe not.
Changing One's Name Won't Change One's Past
People who have earned a bad reputation are not magically "entitled" to reset
People Who Assault Women Are Not Victims of "Distress"
It seems like an American tradition. In a country with almost 50 presidents, not even one was a female.
Adoption of Gemini Protocol Still Growing
Gemini Protocol is being obscured by the media - it doesn't help that Google 'hijacked' the word "Gemini" - but people still manage to find out about it, download a client, and use it
 
There's Still Hope for the World Wide Web
Let's hope that the trajectory of the Web won't be leading us to over-reliance on Google, nor will it reward worthless slopfarms
Over at Tux Machines...
GNU/Linux news for the past day
IRC Proceedings: Monday, July 14, 2025
IRC logs for Monday, July 14, 2025
Gemini Links 15/07/2025: Gemini "Style Sheets" and Switching From Microsoft GitHub to Codeberg
Links for the day
Coming Soon: Another OSI Scandal, This One Implicating Molly de Blanc
OSI has been fairly quiet lately
Outreachy & Debian pregnancy cluster, Meike Reichle evidence
Reprinted with permission from Daniel Pocock
Again, "Lunduke is Actually Sending His Audience to Attack People"
Microsoft Lunduke is not trying to "protect" Linux
One of the Most Hilarious Things About the Microsoft SLAPPs
It's so ridiculous
Financial Support for the Free Software Foundation or the GNU Project
The FSF has extended until Friday its fund-raising campaign
Illegally Hiding (or Demanding Secrecy Around) Illegal Requests or Attempts at Extortion
unlawful communications like threats
Gemini Links 14/07/2025: BOFH Archive, Updating Old Palm PDAS, and Nginx vs Slop Bots
Links for the day
Ubuntu is Becoming GAFAM-Like
What does that say about Canonical and Ubuntu?
Slopfarms Which Take Real Articles About GNU/Linux and Turn Them Into Copycats Which Are False
Even before the LLM hype those were quite common
The Firm That Picks on Techrights is Accustomed to Working With Criminals
Techrights never did anything illegal. So why is it being picked on by people who work with criminals?
Microsoft Said the Mass Layoffs Were for "Investment" in "AI", But It's Also Laying Off the "AI" and "Copilot" Staff
Months ago we showed many so-called "AI" people were getting the boot and this time it's the same
DryDeadFish is Dead, Long Live DryDeadFish
We kept checking, hoping it can recover from some temporary technical issue
For Quite Some Time Already Microsoft Attracts Crackpots, Scams, and More
Occasionally we talk about the situation at IBM as there are many parallels
Links 14/07/2025: Chatbots Broken Again, McHire LLM Shows Limits of the Hype
Links for the day
Slashdot Media Turned Linux Journal Into a Slopfarm and Now Slashdot Actively Promotes Anti-Linux Slopfarms
Yes, "no-nonsense" apparently means actual nonsense
Links 14/07/2025: Arresting Photographers, Threats to Revoke US Citizenship Over Criticism
Links for the day
More EPO Leaks on the Way
We hope that Mr. Rowan will actually try to refute what we say and show, not merely point the finger at the messengers
Decommodification is a Corporate Strategy Against Communities
systemd is led by Microsoft and hosted by Microsoft
copyleft.org 'Hijacked' by the People Who Attack the Person Who Created Copyleft
So far there's nothing "tasteless" in copyleft.org, but that can change at any time in the future
Asking People to Take Down Articles and Videos Only Makes These More Popular and "Viral"
If you do something bad, one of the worst things you can possibly do it try to silence those who speak about it
Over at Tux Machines...
GNU/Linux news for the past day
IRC Proceedings: Sunday, July 13, 2025
IRC logs for Sunday, July 13, 2025
Two-Thirds Towards FSF Goal, Richard Stallman to Give Talks in Europe
There are 67 left before reaching the target
Brett Wilson LLP "Takes it Personal" (Character Assassination, Not Professionalism). Everybody Can See That.
On behalf of violent men
Gemini Links 14/07/2025: Politicised Tech and "Leaving GitHub"
Links for the day
Pissing Contests and Pissing Off Everyone
people who came from Microsoft are trying to vex and divide the community
Microsoft Repeats the Mistakes Made by the EPO After We Exposed a Major Microsoft/EPO Scandal 10 Years Ago
That scandal was all over the media, not just in English
The Demise of LLMs
We've just checked BetaNews again. They've dropped all the slop and went back to human authors.
Gemini Links 13/07/2025: Sonpo Museum of Art and FCEUX
Links for the day
Links 13/07/2025: UnitedHealth's Censorship Campaign, Australia Wary of China
Links for the day
Firing Away With Nonsense
Or fighting fire with fire
Links 13/07/2025: Climate Crisis, GAFAM Poisoning the Water
Links for the day
Turns Out LLMs for Code Don't Save Time and Don't Improve Quality
Neither legal nor useful
The Microsofters Will Have an Obligation to Compensate Us
This story isn't just about Microsoft. It's also about corruption, there are many women victims, there is abject "abuse of process", and many more scandals to be illuminated in years to come.
Reproducing at the EPO Instead of Producing Monopolies for Foreign Monopolies With Their Price-Fixing Cartels
Does the EPO recognise the need of well-educated Europeans to bear kids?
Valnet Inc. Dominates Real (Not LLM Slop) GNU/Linux Coverage in 2025
And likely in prior years, too
Free Software Foundation (FSF) Fund Raiser Goes on
Later this month we'll expose another OSI scandal
EPO Staff Representatives Issue a Warning About Staff's Health and Inadequate Care
Even the EPO's own stakeholders (money sources) are openly protesting against what the EPO became
Links 13/07/2025: Partly Assorted News From Deutsche Welle and CBC
Links for the day
Gemini Links 13/07/2025: Board Games and Battle Styles
Gemini Links for the day
Over at Tux Machines...
GNU/Linux news for the past day
IRC Proceedings: Saturday, July 12, 2025
IRC logs for Saturday, July 12, 2025