Bonum Certa Men Certa

"AI" Hype or LLM Slop is Not About Efficiency, It's About Lowering Standards

posted by Roy Schestowitz on Aug 13, 2025,
updated Aug 13, 2025

Some people hypothesise this is LLM slop, delivered to paying customers to "save money" (read: fewer staff):

Redhat's kernel update log

Had a human authored this, obvious cosmetic and substantial errors would get caught.

Lately there have been a lot of blog posts by Red Hat about "AI". About 50% of all the blog posts are something about "AI" and the company's activities in social control media are also focused on buzzwords like these.

At IBM, in general, there seems to be somewhat of a sick obsession with "AI". As somebody put it 10 hours ago, citing "IBM Says that CMOs Must Fix What’s Beneath the Surface to Fully Unlock AI": "Alright then, we are now going to get marketing advice from IBM... because marketing fails because of "fragmented operations" now... (some study they did says) [...]"

The sole comment there says: "So they go and tell clients, "oh, your marketing s_u_c_k_s because of your operations, then you can implement AI, then you'll have it all pretty for your marketing thingy, say in 1-2 years from now".... cost of million, market moved on, no luck, "sorry, dear client, but it's because you are too slow, let's fix operations again, and then do the AI marketing thingy again" (more millions)"

As a reminder, about a year ago IBM made deep cuts to Fedora operations while advertising "AI" jobs in Fedora. It wanted more buzzwords, less substance.

Will IBM replace more workers with underpaid labour and automation (done poorly) under the guise of "hey hi revolution" (or "era" or "arms race" or whatever)?

Are there layoffs happening this week?

We are still waiting to see how things unfold at Red Hat, where the chief executive officer , Matt Hicks, said last time they had mass layoffs: "The core of Red Hat is our people. It is cliche to say that decisions like this are not personal. For everyone impacted, this is personal. Your contributions helped make Red Hat what it is, and I’m grateful for everything you brought to this company. I’m genuinely sorry we weren’t able to find ways to incorporate your talents here longer."

He was announcing layoffs, but it was a bit vague and coincided with sites shutting down (the site they said would replace opensource.com has been inactive for over a month now). There's nothing from IBM yet regarding layoffs (WARN notices). However, hours ago somebody said about Red Hat: "Heard about 3 managers in our division. No idea who though. Just email from on high."

I've checked to see if people announce departures. In Fedora all I found was this:

Ineffa - Workspace and Results

Just don't say "girls" or "housekeeping" or other bad words which objectify women.

The layoffs can be implemented in many small phases without them being reported 'in bulk'. Or, as we stated yesterday, they could be delayed.

As someone put it hours ago, "no layoff numbers from the Red Hat yet? Did the event get postponed for: 1) More declines in the IBM stock price expected this week or 2) The delayed rollout of the "Ask Alvind" tool on w3 due to inadequate testing and answers from Alvinds non-existent fan base?"

Efficiency by removing staff isn't really efficiency but downsizing. Based on this recent report from a former Red Hat employee, Fedora is already understaffed. To quote:

Most of the proposals involve removing criteria from the list of release blockers; that does not mean that a feature or deliverable will no longer be included, it simply changes the priority of any bugs related to the features or deliverables to be non-blocking. If there is a bug found in one of the de-prioritized areas during testing for a new Fedora release, it will not delay the release.

One of the full proposals so far is dropping optical-media boot as a release-blocking feature. This should not be too controversial; most laptops and desktops do not even include a CD-ROM or DVD-ROM drive of any sort these days. Even if a system has optical media, it should also be capable of booting from a USB drive.

The team also wants to drop dual-booting from Intel-based Apple hardware as a release blocker. Again, this seems like a feature that is of limited relevance now that Apple has phased out Intel systems in favor of its own Arm-based silicon and is dropping support for those systems with newer releases of macOS. At any rate, the testing team lacks the hardware to test Intel dual-boot; in October last year, Páral had to put out a call for someone with an Intel-based Mac to test dual-booting Fedora with macOS because the quality team had no such hardware to test with. Igor Jagec answered the call then, but it is easy to see why the quality team is unwilling to block releases for hardware it has to go scrounging for.

Another proposal seeks to pare down the list of applications that are release-blocking for the Workstation edition. Right now the criteria says that, for Workstation on x86_64, ""all applications installed by default which can be launched from the Activities menu"" must have basic functionality or it's a release-blocking bug. Páral makes the case that this criteria has ""multiple long-standing issues"" such as a lack of agreement on what "basic functionality" actually means and that leads to problems during blocker-review meetings. That is compounded by the fact that bugs in these applications tend to be found very close to the final release, and that automating testing of those applications is particularly difficult and the time spent could be better used on other work.

The quality team would also like to limit the release-blocking status of BIOS systems to specific and simple-to-test scenarios. The team's justification for this is that it considers BIOS-only systems to be a rarity at this point, and available UEFI hardware that has a compatibility-support module (CSM) for BIOS is getting harder to find.

That does not mean Fedora users with older BIOS-based hardware would be entirely out in the cold. For example, it would still be a release blocker if Fedora will not install on BIOS-based systems ""which use the default automatic partitioning layout to a single empty SATA or NVMe drive"". But bugs that affect more complex partitioning layouts or alternative storage types would no longer be considered release blocking. Bugs that impact upgrading Fedora systems with a BIOS would also be considered blockers, and Fedora's cloud images will require BIOS support because Xen on AWS EC2 still uses BIOS boot.

Right now, the criteria for Fedora 43 include ""all applications installed by default which can be launched from the Activities menu"" for Fedora Workstation on x86_64. The testing team has proposed dropping that criteria and limiting release-blocking applications to a list of 11 basic applications, such as the default web browser, file manager, image viewer, and system settings. Culling the list, Páral said, may reduce the quality of less-critical applications, but it would ""reduce the likelihood of long blocker arguments, pre-release crunches and stress"".

In the interest of having fewer arguments about blocker bugs, the team also wants to be ""stricter about changes between Beta and Final"" unless the changes were agreed on ahead of time. That seems likely to be approved by FESCo, depending on the details in the final proposal.

The author could note that not many people (except IBM staff) still engage in any way with Fedora. Instead he gave this explanation: "So far, the quality scope-reduction announcement has not generated as much response as one might expect. This is probably, at least in part, because it's peak vacation season in much of the Northern Hemisphere; many of the usual participants in Fedora discussions may be enjoying time away from their computers. It may also be because of the venue chosen for the discussion; Páral asked that feedback be restricted to the Discourse forum when he sent the announcement to the fedora-devel mailing list. Fedora is a project with a long history, and many of its participants still prefer to discuss things via email rather than web forums."

It does not seem like IBM is genuinely committed to the same goals (or commitments) as the original Red Hat.

Other Recent Techrights' Posts

China Says Goodbye to Microsoft
It is hardly surprising that Windows is shedding off userbase all around the world
Evri (HermesUK) is Now Run by Bots and Hallucinating Scammers
Years ago they virtually removed support and tried chatbots instead
 
They Were Wrong All Along
Two women combined won't deliver a healthy baby in just 4.5 months
A "Tech Journalist" Would Not Cover Vote on LLMs as a Sex Issue
For a moment there you have to pause and wonder, is this a "Tech Journalist" or the Daily Stormer?
20,000 by Year's End
The "New Techrights" will have 20,000 pages by year's end
Last Night GNU/Linux Measured at 9% in Africa
Nighttimes in Africa are times when GNU/Linux usage on desktop/laptop devices typically surges, based on Clownflare [...] It changes in favour of GNU/Linux
Gemini Links 18/08/2026: Google Bait and Switch (Getting College People 'Hooked' on 'Cheap' Storage, Then Backups Gone), a "Question of E-mail"
Links for the day
Bluesky is in Trouble
Bluesky is a private company (unlike Bluesky Digital Assets Corp. in Toronto, that one runs a pyramid scheme!), so it's hard to know for sure just how much money it is losing
Links 18/08/2026: US Abandons South Korea, New Legal Disputes Over Slop Plagiarism in the Music Scene
Links for the day
Linux Losing Interest in Users' Freedom, Pursues DRM Instead
"Linux" is (or was, as GNU/Linux) meant to empower - not artificially restrict - the users
GNU/Linux in Ecuador and Colombia: Growing, Still Below International Average
locals turn away from Windows and try GNU/Linux instead
IBM is Dead or Dying. Now It Asks Workers to 'Resign' Voluntarily.
To save face, to pretend no layoffs are happening (as it might alarm shareholders) [...] We keep hearing more and more stories like that
Links 18/08/2026: Sergey Brin Controlling State Policies, "Dario Amodei's (Anthropic) Wife Is Closely Linked to Jeffrey Epstein"
Links for the day
SBS News Interviews Daniel Pocock
The locals say this PR stunt (by the bigot, Farage) was a waste of money
Clownflare Sees One in 7 Web Requests in Libya Originating From GNU/Linux
GNU/Linux has taken a (foot)hold there
Openwashing and Manifestos Composed in Private by Dictators With Deliberately Addictive (and Subsidised, Bundled) 'Tech'
It's long, so make a cuppa first
SLAPP Censorship - Part 153 Out of 200: Decades of Debt, Weaponising Borrowed Money to Try to Put Their Critics in Debt
they've always had a financial report by now
Over at Tux Machines...
GNU/Linux news for the past day
IRC Proceedings: Monday, August 17, 2026
IRC logs for Monday, August 17, 2026
Gemini Links 18/08/2026: Solar Power, Kipple and Impermanence, Catastrophe Ethics
Links for the day
Less Technology, More Life
Technology is being associated (sometimes rightly) with physical and mental problems
Google Search Has Gotten Worse (a Lot Worse)
getting worse
Birthday in 80 Days
we'll start decorating and party online with our community
Loans and Massive Debt at Microsoft, This Won't End Well.
Microsoft running out of money to pay salaries (to the point of paying people for 'voluntary' layoffs) is a positive sign?
Gemini Links 17/08/2026: Life in Plain Text, Mimicking KARL, Release of Jugulans, Avoiding Slop
Links for the day
Clown Storage Without Backups
Setting up several reliable copies of the data, plus several off-site backups (this data is nowhere as sensitive as medical data), should only cost a few grand
FreeCAD is Becoming Slop-ware, Use LibreCAD Instead
It has regular releases and "Qt5 is mandatory" now [...] they at least audit what they add
Cuba and Venezuela High in Adoption of GNU/Linux
some of the "communist" nations
Links 17/08/2026: Myanmar’s Cholera Outbreak, China Sends Commercial Vessels Through Arctic
Links for the day
GAFAM Loyalty Has Come to an End, Morale Low, People Whose Future is Uncertain Choose to Become "Lifers"
morale is low and there's no loyalty anymore
SLAPP Censorship - Part 152 Out of 200: Injunctions Do Not Cover Criticism, They Have Scope
self-incriminating communications
Clownflare Sees About Quarter of Web Requests in Ireland Coming From GNU/Linux
Well, in Ireland it seems like many people adopted GNU/Linux
Clownflare: In Australia and New Zealand GNU/Linux Peaks at Over 10% During Working Hours
That right there is interesting in its own right
Slowing Down by Intention
At the moment we have 6 or 7 ongoing series
Gemini Links 17/08/2026: Chamboree, Partial Solar Eclipse, Lady Macbeth
Links for the day
Links 17/08/2026: "Bluesky Is Down Again!" and "Anti-Social Media"
Links for the day
Over at Tux Machines...
GNU/Linux news for the past day
IRC Proceedings: Sunday, August 16, 2026
IRC logs for Sunday, August 16, 2026
A Vortex of Beacons (or "Bluetooth Everywhere" Vision)
If someone (or someones) calls you paranoid for taking about "beacon"-like functionality, there will be no lack of authoritative citations (e.g. Web links) they can be provided to prove them wrong
Falkland Islands: GNU/Linux Elevated to 6%
GNU/Linux usage seems to have increased a lot there
Links 16/08/2026: Reading Outside, Going Offline More, and Art of Computer Programming
Links for the day
The Question of Patience
Is there a lesson here somewhere?
IBM May be Sued for Mass Layoffs Via PIPs
Some whole threads (with all the long comments in them) recently got nuked by thelayoff.com
Links 16/08/2026: Ceuta Reports Social Control Media Used as a Weapon
Links for the day
Links 16/08/2026: Europe in Crisis of Droughts While Energy- and Water-Consuming, Pollution-Emitting Chatbots Are Spread by GAFAM (US) to Keep a Ponzi Scheme Going
Links for the day
GNU/Linux is a Platform for Work (Usage Surges in Daytime)
GNU/Linux 15% in daytime
We Need Rain, Not Chatbots
There's no "anti-AI" (it's not even AI), there's opposition to fraud, to plagiarism, and to companies that profit more when there's global warning (caused in part by their business activities)
SLAPP Censorship - Part 151 Out of 200: Dealing With Sleazy People and Companies That Steal (While Employing These Sleazy People)
we offer a quick summary and we're reflecting
Over at Tux Machines...
GNU/Linux news for the past day
IRC Proceedings: Saturday, August 15, 2026
IRC logs for Saturday, August 15, 2026
Gemini Links 16/08/2026: Sterrenkijker Releases, Solar Gemini Server
Links for the day