Friday Squid Blogging: How Squid Survived Extinction Events

Science news:

Scientists have finally cracked a long-standing mystery about squid and cuttlefish evolution by analyzing newly sequenced genomes alongside global datasets. The research reveals that these bizarre, intelligent creatures likely originated deep in the ocean over 100 million years ago, surviving mass extinction events by retreating into oxygen-rich deep-sea refuges. For millions of years, their evolution barely changed—until a dramatic post-extinction boom sparked rapid diversification as they moved into new shallow-water habitats.

As usual, you can also use this squid post to talk about the security stories in the news that I haven’t covered.

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Posted on April 24, 2026 at 5:03 PM18 Comments

Comments

Jan van Prooijen April 24, 2026 5:44 PM

In a news show on French radio this morning the following story:
On Polymarket there was a bet if the temperature in Paris would be above 20˚C on a specific day a week ago. On that day the registered temperature at the airport of Paris raise from 15˚ to 21˚ within a couple of seconds.
They didn’t know how they did it. So it could be a digital or a physical hack.

So you can make money too.

Sapient April 24, 2026 9:34 PM

Will Artificial intelligence (AI) survive in the shallow waters?
I hope so.
‘https://www.bbc.com/news/articles/cpqxgxx9nrqo
&
‘https://www.fdd.org/analysis/2026/03/03/ai-amplified-narratives-measuring-propaganda-in-llm-citations/

hax in da b0x April 25, 2026 11:47 AM

  • UnShredder – Automatic reconstruction of shredded documents

https://github.com/RazvanRanca/UnShredder

  • Framework says it’s selling more Linux laptops than Windows as new Laptop 13 Pro sells out first 7 batches

https://www.pcguide.com/news/framework-says-its-selling-more-linux-laptops-than-windows-as-new-laptop-13-pro-sells-out-first-7-batches/

  • New ‘Pack2TheRoot’ flaw gives hackers root Linux access

https://www.bleepingcomputer.com/news/security/new-pack2theroot-flaw-gives-hackers-root-linux-access/

Clive Robinson April 25, 2026 12:24 PM

@ Untitled, Jan van Prooijen,

With regards getting at “temperature sensors”.

It’s all to easy to do these days… Just remember “heat” is the ultimate form of pollution. All “work” is by definition “inefficient” and the “inefficiency becomes heat” by “radiation transport” etc.

The hard part used to be distance / accuracy untill fairly recently.

Now high power lasers used for welding and 3D cutting have solved that problem…

You just shine them on the temperature sensor casing and it’s internal temperature follows fairly quickly…

With regards,

“… the difficult part would be limiting the temperature jump to something realistic!”

Actually not as hard as you think have a look at Laser/IR Thermometers and FLIR cameras you can now get as add ons for mobile phones and Single Board Computers like Raspberry Pi’s.

All you do is “pulse modulate” the drive to the high power laser and use the IR / FLIR temperature sensor in a feed-back loop that controls the On to Off period of the high power laser.

If you don’t want to risk high power lasers, you can make a HERF (High Energy Radio Frequency) Gun using the magnetron out of a microwave oven to likewise generate heat “as a waste product” at the temperature sensor.

Though personally I’d give any High Energy RF system a very wide birth as they can be quite dangerous for a whole heap of reasons.

$bash me one more time April 25, 2026 1:37 PM

@ Clive duh,

Clive is a treasure on these blog pages, what are you smoking? Are you the jealous pagan lesbian?

“man’s member”

Sure sounds like a lesbian to me. Frustrated you can’t compose quality posts? Aww, poor baby. Go back to reddit.

Clive Robinson April 25, 2026 10:58 PM

@ ALL,

A few days ago I mentioned that there had been civil disturbance in a Market town in Surrey UK, a little ways south of South West London.

It started because of an “alleged” attack that Surrey Police had “asked for witnesses” got pushed by social media algorithms, and the unfortunate problem that UK seniors in politics and policing have pushed certain agendas onto the Police that were at best inadvisable and had in effect been created by demand from earlier media reporting that had given rise to other significant social unrest.

The UK BBC has released an update which indicates the alleged attack on a young woman that was “under police investigation”, that the police had “asked the public for witnesses” for as a “standard procedure”, the Police have not so far found any evidence for the attack,

https://www.bbc.co.uk/news/articles/c9370jqxy18o

What the incident does clearly show however is that there is an issue with Social Media Algorithms that “go viral world wide” and a growing degree of civil unrest that can turn violent, being stirred up by the algorithms. With a “Damned if you do Damned if you don’t” dilemma arising for civil authorities, looking for witnesses etc that in the long term is most likely to result in the withholding of any disclosure that in turn will hamper the open / public justice process.

Sock Puppettttt aka Clive F@gg07$0n April 26, 2026 3:38 AM

@ $bash me one more time • April 25, 2026 1:37 PM

Clive duh $ch10ng munch3r – the worst sock puppet in the universe.

I told you to S T O P spreading your anti-american and anti-Israel propaganda you impotent PIECE OF HUMAN $1|M3 – gfys – ya b@1k@n01d.

Clive Robinson April 26, 2026 6:21 AM

@ ALL,

A short while back I said that the US trying to keep Chinese AI development constrained by locking down on Nvidia hardware was going to fail in the near future due to the collaborative way the Chinese are developing their AI, unlike US AI Orgs.

Well when I said “near future” I did not think it would be such a short time to happen and get reported…

DeepSeek’s new models are so efficient they’ll run on a toaster … by which we mean Huawei’s NPUs

Now available in preview, DeepSeek V4 cuts inference costs to a fraction of R1

Chinese AI darling DeepSeek is back with a new open weights large language model that promises performance to rival the best proprietary American LLMs. Perhaps more importantly, it claims to dramatically reduce inference costs and it extends support for Huawei’s Ascend family of AI accelerators.

Unveiled on Friday, DeepSeek V4 is available for download on popular model repos like Hugging Face, the company’s API, and web service in two new flavors. The first is a smaller 284 billion parameter Flash mixture-of-experts (MoE) model with 13 billion active parameters, while the larger of the two is a 1.6 trillion parameter model, 49 billion of which are in use at any given moment.

V4-Pro was trained on 33 trillion tokens and, if DeepSeek is to be believed, beats out every open weight LLM while rivaling the West’s best proprietary models across its benchmark suite.

https://www.theregister.com/2026/04/24/deepseek_v4/

Obviously we will have to wait a while for confirming testing to be done.

But if true the center of US AI real money Nvidia will take a stock market hit which will ripple out…

Not just through the over hyped and incestuously round and round self investing hang offs like Oracle, but down through those supplying third line and beyond goods and services like building companies that would build Data Centers etc if “real money” rather than “investment speculation” for loans was there.

It will be also interesting to see how US Executive Politicians spin this as “a war won” when in fact it is another “war lost by capitalism” that has caused major damage to the US GDP and economy in general.

Clive Robinson April 26, 2026 6:48 AM

@ ALL,

Part 2.

I left out the link on the absurdity of OpenAI and Oracle as sometimes URL’s wake up the auto-mod.

But this is worth a read,

https://garymarcus.substack.com/p/peak-absurdity-part-ii

And yes I would like to joke that the last part is,

“A load of old cobblers”

But “Allbirds” does currently make shoes / fashion trainers with low environmental impact and not AI systems to rent…

So why the switch…

Well Allbirds once worth $4billion got sold for a tiny fraction of that to a VC type organisation. On anouncnent of the “pivot to AI” the share price went up by ~400%…

Read,

https://www.engadget.com/ai/shoe-company-pivots-to-ai-compute-in-sign-of-a-totally-normal-and-healthy-economy-161449196.html

As it will tell you why Allbirds are pivoting, and thus why we can expect loads of other US corporates to make similar announcements in the near future.

I will just note that there is no real investment money to support such behaviours. But neither is their datacenter premises, or the power generation, water for cooling or chips to turn KW into Steam as a by product of current US AI LLM and ML systems.

The fact that China has the chips and the power and communications technology “ready to go” and now apparently more efficient AI systems…

I guess the US will try to “sell intangible paper” to try to meet AI commitments or more likely just go bankrupt trying and bring down the US economy and similar.

Clive F@gg07$0n April 26, 2026 11:31 AM

@Clive F@gg07$0n,

you poor poor thing…… me me me me me.
sad and pathetic creature….
Who in the effing world gives a flyin’ fck
what you think about anything at all……

of course, you do, as you will note with a different handle,
sock puppet Clive F@gg07$0n….
Why do you have to try and hijack every single post here?
It’s like coming here and seeing you every single day take
a dump on what’s already been said,. but nooooo, you know it all
much better than anyone else……

One thing is 100% clear:
You have no friends and I sure as fckng hell wouldn’t
ever wanna be one, God no, I’d rather 0ff myself than to
having to put up with your narcissism….
And your narcissism is so bad that although I came
across many of them with that trait in my lifetime,
surely none of them comes even close to you, in fact,
all of them combined together can’t touch you with
a 100-foot pole as far as your narcissistic nature goes.
Truly one for the books… Very disgusting….
Why not get some psychiatric help?
Oh no, you’re the kind that’s claiming to be 100%
alright while everyone else around you is a nutcase…
Sock puppet Clive F@gg07$0n….

lurker April 26, 2026 2:52 PM

@Clive Robinson, ALL

The Oracle contract will require 4.5 gigawatts of power capacity, comparable to the electricity produced by more than two Hoover dams or the amount consumed by about four million homes.

That’s 4 million Nth. American homes which use a lot more electricity than Chinese or African homes. For what, making the new version cat videos, fake “Lost Wolf” videos? [1]

Allbirds shareholders now have a choice, take the money and run, or change their constitution to eliminate environment friendly language.

Deepseek still has a problem: it uses von Neumann architecture. Animal brains don’t.

[1] https://www.bbc.co.uk/news/articles/c4gx1n0dl9no

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