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carl24k

@carl24k

#DataScience & #MachineLearning - #Neuroscience & #NeuroAI - Author of Fighting Churn With Data - https://linktr.ee/carl24k

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09.11.2023
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Latest posts by carl24k @carl24k

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Microsoft's Discord Server in Chaos Amid AI Backlash Microsoft's Discord server faces chaos as users protest against AI integration, leading to a temporary lockdown and content scrubbing.

This is the funniest #AI news I heard all week. I almost wish I was on the @microsoft.com @discord.com just to witness it. www.ibtimes.com/microsoft-di.... #AIHype Shout out to @i-dont-like-ai.bsky.social for calling it to my attention. Long live #microslop!

04.03.2026 15:08 πŸ‘ 2 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

Do you just say professional vibe coding?

28.02.2026 17:50 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Everyone talks about "vibe coding" which means an unskilled person generating code. What is it called when a skilled person uses the #AI as their team of junior developers, giving instructions on what to build and reviewing code in a really knowledgeable and thoughtful manner?

28.02.2026 16:42 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Maybe Sam Altman needs a better haircut πŸ˜†

26.02.2026 14:46 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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People Loved the Dot-Com Boom. The A.I. Boom, Not So Much.

Apparently #AI is pretty unpopular. (Except for programmers who generally love it.) Why do you think that is?

This is in comparison to the long history of previous tech booms including mobile phones, the internet, eletricity, the automobile, etc.

Gift article link:
www.nytimes.com/2026/02/21/t...

26.02.2026 14:46 πŸ‘ 2 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0
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AI Doesn’t Reduce Workβ€”It Intensifies It One of the promises of AI is that it can reduce workloads so employees can focus more on higher-value and more engaging tasks. But according to new research, AI tools don’t reduce work, they consisten...

Are you feeling the #AI burn-OUT? Everyone is coding so fast with Claude-Code and Cursor that you are SWAMPED IN PR REVIEWS? You are not alone!

The Harvard Business Review reports AI intensifies work:
hbr.org/2026/02/ai-d...

TechCrunch reports on the burnout:
techcrunch.com/2026/02/09/t...

25.02.2026 17:28 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

On the bright side, that means the rest of the economy was actually doing better than everyone thought last year, right? The article doesn't really explain that.

DM me if you can't get the full text.

23.02.2026 23:26 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

The analysts who came up with this failed to account for the fact that 75% of new data center spending is on chips and foreign manufactured equipment - that means it was other countries' growth, not the US. Seems like a kind of hard fact to miss, you know what I mean?

23.02.2026 23:26 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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This economic idea transfixed Wall Street and Washington. It may be a mirage. Massive investment in AI contributed β€œbasically zero” to U.S. economic growth last year, Goldman Sachs has calculated.

The story that #AI produced so much growth in 2025 because of data center spending? Turns out it was too good to be true.

#AIHype

www.washingtonpost.com/technology/2...

23.02.2026 23:26 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Are LLM's like brains? Scientists at UCLA tackled the question and wrote this paper: Illusions of Alignment Between Large Language Models and Brains Emerge From Fragile Methods and Overlooked Confounds TLDR: No similarity between LLM's and real brains. #AIHype #LLM

www.biorxiv.org/content/10.1...

18.02.2026 15:49 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Robustness issues cut across domains but are particularly well-studied in benchmark-based evaluations and social reasoning, where minor, semantically-preserving perturbations can lead to large and inconsistent shifts in model outputs.

11.02.2026 15:48 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Application-specific limitations cluster in certain domains: for example, Theory of Mind instability in implicit social reasoning, and inability to generalize to novel Math Word Problem structures in formal reasoning.

11.02.2026 15:48 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Fundamental failures – stemming from intrinsic architectural or training constraints – manifest across all reasoning types. For example, cognitive biases such as confirmation bias.

11.02.2026 15:48 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Diagram of LLM reasoning failures. Robustness issues, application-specific failures, and fundamental failures are further categorized into subcategories.

Diagram of LLM reasoning failures. Robustness issues, application-specific failures, and fundamental failures are further categorized into subcategories.

LLM reasoning still has so many flaws that Stanford and Caltech researchers wrote an entire journal article categorizing them! 🀯

The paper is in Transactions on Machine learning Research, available on Arxiv: arxiv.org/pdf/2602.06176

#LLM #LLMHype #AI #AIHype #AIBubble

11.02.2026 15:48 πŸ‘ 1 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

By 2030 will AI lead to:
β€œUnemployment increased significantly.” : No
β€œA breakthrough treatment or cure for a major disease.”: Yes
β€œA major global security event.”: Yes
How likely is it that we will see A.G.I. in the next 10 years?: Unlikely

04.02.2026 16:46 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

In the near term, What will A.I.’s impact be on
medicine? : Moderate
programming?: Large
scientific research?: Moderate
transportation?: Small
education?: Moderate / Large
mental health?: Moderate
art and creativity?: Moderate / Large

04.02.2026 16:46 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Opinion | Where Is A.I. Taking Us? Eight Leading Thinkers Share Their Visions. (Gift Article) Experts share their thoughts on the future of A.I. and how it will reshape society in the coming years.

The The New York Times asked 8 "leading thinkers" on the direction AI is taking us in the near and long term. TLDR? Here is a quick summary of the consensus...

Gift link for the full article: www.nytimes.com/interactive/...

04.02.2026 16:46 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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The Agentic AI Delusion: Why Silicon Valley Spent Billions on the Wrong Architecture This was supposed to be the year when autonomous agents took over everyday tasks. The tech industry overpromised and underdelivered.β€Šβ€”β€ŠCal…

The new yorker article: www.newyorker.com/culture/2025... (DM me if you want to see the full text) For a nice summarization and expansion on the arguments, check out this blog post by Srinivas Rao skooloflife.medium.com/the-agentic-...

19.01.2026 17:40 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Why? LLM based Agents just know how to talk, and talking and doing are miles apart. The devil is in the details of execution. LLM's don't actually "understand" anything - they just predict the next likely text. That leaves too many opportunities for a task to go off the rails and never recover.

19.01.2026 17:40 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

This is acknowledges that the initial hype and optimism was overblown. This is exactly as predicted by myself and people smarter than me, such as Gary Marcus. A New Yorker writer on the east coast see this, but so many people I speak to here in silicon valley are still drunk on the agent kool aid?

19.01.2026 17:40 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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The New Yorker had an great article by Cal Newport mocking the silicon valley fascination with "Agents" in 2025. AI industry leaders started 2025 saying "2025 is the year of the agent" and by years end had backtracked into "2025 is the start of the decade of the agent" #LLM #Agentic #AIHhype #AI

19.01.2026 17:40 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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AI’s Memorization Crisis Large language models don’t β€œlearn”—they copy. And that could change everything for the tech industry.

Maybe #GenAI really is just memorizing, says new research - it seems to be a form of "lossy compression". This actually may have a big impact on the copyright debate and legal challenges.

www.theatlantic.com/technology/2...

13.01.2026 13:24 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Also noteworthy: credit default swaps on Oracle jumped when they borrowed to build data centers.

In my past life I was a fixed income (bond) analyst, so this very interesting to me, at the intersection of #AI and #Fixedincome. πŸ€“ #aihype #aibubble

08.01.2026 17:41 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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As A.I. Companies Borrow Billions, Debt Investors Grow Wary

Bond investors are more risk averse than stock investors so they call out problems in business models. To build AI data centers investors are requiring rates above 9% coupon on bonds. - almost double the interest for similar non-data center bonds. #aibubble #aihype

www.nytimes.com/2025/12/26/b...

08.01.2026 17:41 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

The good news? The speed of code generation meant overall output is up. And AI generated code does have fewer typos. πŸ™‚

Rather than displacing human programmers, human programmers shift into AI management and reviewing, which keeps them pretty busy.

07.01.2026 15:27 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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AI-generated code contains more bugs and errors than human output AI-generated code produces 1.7x more issues than human code

Are you worried about the quality of #AI generated code? A new study showed that AI generated code had 1.7X more issues, including 1.4X more critical issues.

www.techradar.com/pro/security...

#LLM #codegeneration #AIHype

07.01.2026 15:27 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Happy New Year. Save half site-wide at manning.com.  Fireworks and xmas ornaments in the background

Happy New Year. Save half site-wide at manning.com. Fireworks and xmas ornaments in the background

Happy New Year! If you're still online reading this, you can still save 50% in @manning.com's EOY sale. 2026 will be an important year to Fight #Churn With #DataScience and #MachineLearning. www.manning.com/books/fighti...

31.12.2025 16:12 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Beats me. I remember going to Vancouver twice. I think there were some Montreal years? Then the more recent incarnation in San Diego. I actually went to one of the San Diego NeurIPS in the 20-teens. I did go to an SFN in New Orleans. Maybe you were thinking of that?

22.12.2025 18:57 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I went back before it was cool too! I went in Vancouver in the early aughts. For better or worse, I’m still making my career in this field, which has blown up so much.

22.12.2025 18:43 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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This Is What the World’s Smartest Minds Really Think About AI At a meeting that’s become the center of the tech universe, nerdy researchers partied on yachts and gathered on rooftops to trade gossip and compare notes. Everyone was feeling bubbly.

DM me for a full article if you can't get it from the link.

www.wsj.com/tech/ai/ai-c...

22.12.2025 17:21 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0