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#thinking

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Debby

✨ AI’s ‘reasoning’ is more mirror than mind—but that’s okay!
This ASU study reveals that LLMs’ "chain-of-thought" abilities are pattern-based illusions, not true logic.
The authors warn of a "false aura of reliability" in AI outputs, which could mislead in fields like healthcare or finance.
While that might sound disappointing, it’s actually useful insight! Understanding these limits can help us:
✅ Build better guardrails for AI in critical applications.
✅ Develop tests to expose AI’s blind spots.
✅ Shift focus from "human-like thinking" to reliable, transparent outputs.

Big thanks to @agnieszkaserafinowicz for sharing! 🙌

Read the full study:
Is Chain-of-Thought Reasoning of LLMs a Mirage?
arxiv.org/pdf/2508.01191

@ai@a.gup.pe @ai@misskey.io @openscience @artificial_intel @ai@newsmast.community @alphasignal.ai #AI #research #disinformation #LLM #languagemodel #thinking #Science #news #artificialIntelligence #technology #AIRisk #LLM #Science #TechDebate #falseReliability #reliability

Steve Henderson Fine Art

She took a walk and carried one thing with her: a book. There were no pockets in her dress to hold a cell phone, and no desire in her heart to spend her free afternoon looking down at a screen.

She wanted to read something of value and significance, something that would challenge her mind and inspire her to deeply think.

A Novel Landscape framed print -- 2-steve-henderson.pixels.com/f

#reading#books#art
☮ ♥ ♬ 🧑‍💻

“Lemphers is Australian but has spent a significant part of his career in the US. He was part of #Microsoft’s founding team for its huge #AzureCloud #computing business, and worked in its labs run by well-known former chief software architect #RayOzzie, researching #MachineLearning.

#Lemphers declined to say how much had already been invested in Maincode’s early research, but that it was multiple millions of dollars. Accounts filed with the corporate regulator in March showed #EasyGo had #revenues of more than $500 million in the last financial year.

The products #Maincode is developing are still under wraps, and the #startup is preparing for a public launch in coming weeks. It has pitched its model as one that can work alongside #people, rather than replace human #thinking. It has also #published its first scientific #ResearchPaper and claims to have been working with some undisclosed #Australian brands to determine some of the problems its #AImodels should focus on solving.”

#EdCraven / #Crypto / #gambling / #payment / #DaveLemphers / #AI / #Melbourne <afr.com/technology/crypto-bill> (paywall) / <archive.md/1dWA7>

Australian Financial Review · Stake.com billionaire Ed Craven invests millions in start-up Maincode to build Australia’s ChatGPTBy Paul Smith
Richard Quinn

@Remittancegirl Too much to say in one toot :)

For the voting part of #democracy to work we need the other bits: a well-educated, well-informed #electorate, who know the difference between #thinking and #believing. And that requires, among other things, a truly free press, and an #education system worthy of the title.

Most grown ups are not adults: they actively seek out the comfort of certainty. So they vote for the dogmatic sociopath.

See also my pinned toot: mastodon.world/@rq4c/113850897

MastodonRichard Quinn (@rq4c@mastodon.world)Attached: 1 image And this is why #democracy doesn't work without a well #educated well #informed #electorate.
Steve Henderson Fine Art

Thinking, she found, was not something you could seamlessly multi-task. While it was true that she could think while washing dishes, weeding the garden, or even driving, it wasn't as easily done while scrolling through a screen or, God help the world, watching TV.

She did her best thinking, her deepest thinking, when she focused on it.

Colombiana art print -- 2-steve-henderson.pixels.com/f

#art#artwork#mastoart
*
Salve J. Nilsen

🚨 Public Service Announcement 🚨

If someone wants you to NOT THINK, they are NOT YOUR FRIEND.

"Don't worry about it"
"It's inevitable"
"We don't have time for these meetings"
"You must decide now"
"This is above your pay-grade"
"Use an AI"
"It's not your problem"
"It is written"
"Meditation helps"
"I've always voted for that party"
"There is nothing you can do about it"
"Might as well live with it"
"There no budget for that"

#psa#philosophy#rhetoric
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