3 AI misconceptions IT leaders must dispel


 Artificial intelligence is rapidly changing many aspects of how we work and live. (How many stories did you read last week about self-driving cars and job-stealing robots? Perhaps your holiday shopping involved some AI algorithms, as well.) But despite the constant flow of news, many misconceptions about AI remain.

AI doesn’t think in our sense of the word at all, Scriffignano explains. “In many ways, it’s not really intelligence. It’s regressive.” 

IT leaders should make deliberate choices about what AI can and can’t do on its own. “You have to pay attention to giving AI autonomy intentionally and not by accident,”


  1. Tomi Engdahl says:

    Brazil’s government hires OpenAI to expedite the screening and analysis of thousands of lawsuits using AI, providing insights to the solicitor general’s office — Brazil’s government is hiring OpenAI to expedite the screening and analysis of thousands of lawsuits using artificial intelligence …

    Brazil hires OpenAI to cut costs of court battles

  2. Tomi Engdahl says:

    Josh Tyrangiel / Washington Post:
    Q&A with Tim Cook on how AI will help users “save time”, sticking to Apple’s values, the Apple Intelligence name, hallucinations, OpenAI, journalism, and more — In an interview, Tim Cook explains how Apple’s new AI will enhance your work and life, with guardrails.


  3. Tomi Engdahl says:

    “It’s wild how much everyone has the same vision for AI.” https://trib.al/vCcSLCo

  4. Tomi Engdahl says:


    Tech giant Apple has finally shown off its particular take on artificial intelligence tech — and we can’t shake the feeling that we’ve seen this all before.

    During today’s kickoff of the company’s Worldwide Developer’s Conference, Apple unveiled what it’s calling “Apple Intelligence,” a set of machine learning features to be integrated across its desktop and mobile platforms.

    The system’s “new” capabilities are a very familiar mishmash of AI stuff we’ve seen before from other companies, including integrating generative AI into Siri and a surprisingly basic image generator that can create “Genmojis” while chatting.

    In other words, most of Apple’s huge and much-hyped AI play amounts to a chatbot and an image generator — the exact two products we’ve already seen from Microsoft, Google, Meta, and pretty much any other tech outfit caught up in the AI hype game.

  5. Tomi Engdahl says:

    Benjamin Hoffman / New York Times:
    How some people are using the term “slop” as a descriptor for low-grade AI material, after emerging in reaction to the release of AI art generators in 2022 — A new term has emerged to describe dubious A.I.-generated material. — You may not know exactly what “slop” means in relation to artificial intelligence.

    First Came ‘Spam.’ Now, With A.I., We’ve Got ‘Slop’
    A new term has emerged to describe dubious A.I.-generated material.

    You may not know exactly what “slop” means in relation to artificial intelligence. But on some level you probably do.

    Slop, at least in the fast-moving world of online message boards, is a broad term that has developed some traction in reference to shoddy or unwanted A.I. content in social media, art, books and, increasingly, in search results.

    Google suggesting that you could add nontoxic glue to make cheese stick to a pizza? That’s slop. So is a low-price digital book that seems like the one you were looking for, but not quite. And those posts in your Facebook feed that seemingly came from nowhere? They’re slop as well.

    The term became more prevalent last month when Google incorporated its Gemini A.I. model into its U.S.-based search results. Rather than pointing users toward links, the service attempts to solve a query directly with an “A.I. Overview” — a chunk of text at the top of a results page that uses Gemini to form its best guess at what the user is looking for.

    The change was a reaction to Microsoft having incorporated A.I. into its search results on Bing, and it had some immediate missteps, leading Google to declare it would roll back some of its A.I. features until problems can be ironed out.

    But with the dominant search engines having made A.I. a priority, it appears that vast quantities of information generated by machines, rather than largely curated by humans, will be served up as a daily part of life on the internet for the foreseeable future.

    Hence the term slop, which conjures images of heaps of unappetizing food being shoveled into troughs for livestock. Like that type of slop, A.I.-assisted search comes together quickly, but not necessarily in a way that critical thinkers can stomach.

  6. Tomi Engdahl says:

    When Vendors Overstep – Identifying the AI You Don’t Need

    AI models are nothing without vast data sets to train them and vendors will be increasingly tempted to harvest as much data as they can and answer any questions later.


    A year so far of data policy fails

    Microsoft recently announced an AI-powered feature ‘Windows Recall’ which effectively captures everything a user has ever done on a PC. While it promised heavy encryption of the data it captures, along with a promise the info would never leave the device, security professionals were less than impressed. Former Microsoft exec, Kevin Beaumont, remarking “In essence, a keylogger is being baked into Windows as a feature”.

    But it’s far from an isolated incident. In March, DocuSign updated its FAQ to state that “if you have given contractual consent, we may use your data to train DocuSign’s in-house, proprietary AI models.”

    Then, in May, a similar AI scare had Slack users up in arms with many criticizing vague data policies after it emerged that, by default, their data —including messages, content, and files — was being used to train Slack’s global AI models. Reports remarked that ‘it felt like there was no benefit to opting in for anyone but Slack.’

    After conducting our own research we found that such cases are just the tip of the iceberg and even the likes of LinkedIn, X, Pinterest, Grammarly, and Yelp have potentially risky content training declarations.

    Vendors are increasingly tempted to harvest data now and respond to complaints later

    We are likely to see more and more instances of vendors pushing boundaries as the global arms race to get ahead in AI accelerates. AI models are nothing without vast data sets to train them and vendors will be increasingly tempted to harvest as much data as they can and answer any questions later. This could be in the form of feature updates that, in effect, are a ‘data grab’ and deliver little value to the end user, or it could be in the form of vague policies deliberately designed to confuse which businesses unwittingly sign up to. So how can businesses be on their guard against the AI features they don’t need?

  7. Tomi Engdahl says:

    Narcissus 12.0
    This project will explore a number of issues that are involved in creating a personality for an interactive chat-bot or actual robot.

  8. Tomi Engdahl says:

    Mark Gurman / Bloomberg:
    Sources: Apple isn’t paying OpenAI as part of their partnership and aims to eventually make money from AI by striking revenue-sharing deals with chatbot owners — – The iPhone maker isn’t paying OpenAI to use the chatbot — Apple announced OpenAI agreement as part of AI push this week

    Apple to ‘Pay’ OpenAI for ChatGPT Through Distribution, Not Cash

    The iPhone maker isn’t paying OpenAI to use the chatbot
    Apple announced OpenAI agreement as part of AI push this week


  9. Tomi Engdahl says:

    Reed Albergotti / Semafor:
    AI search engine Perplexity says it was working on revenue-sharing deals with publishers when Forbes criticized it for misusing content from Forbes and others — The Scoop — Perplexity, the AI search startup that recently came under fire from Forbes for allegedly misusing its content …

    Perplexity was planning revenue-sharing deals with publishers when it came under media fire

  10. Tomi Engdahl says:

    Samsung announces plans to speed up the delivery of AI chips for clients by integrating its memory chip, foundry, and chip packaging services — Samsung Electronics (005930.KS) said its contract manufacturing business plans to offer a one-stop shop for clients to get their AI chips made faster …


  11. Tomi Engdahl says:

    Samuel K. Moore / IEEE Spectrum:
    MLCommons shares results from its MLPerf 4.0 training benchmarks, which added Google’s and Intel’s AI accelerators; Nvidia H100 GPUs topped all nine benchmarks — For years, Nvidia has dominated many machine learning benchmarks, and now there are two more notches in its belt.

    Nvidia Conquers Latest AI Tests​

    GPU maker tops new MLPerf benchmarks on graph neural nets and LLM fine-tuning

  12. Tomi Engdahl says:

    I tried Google’s new AI alphabet generator, and it’s way more fun than it sounds
    GenType Alphabet Creator is free to use, and here’s why you should try it.

  13. Tomi Engdahl says:

    Running Large Language Models on Raspberry Pi at the Edge
    Transform a Raspberry Pi into a powerful AI hub, running LLMs for real-time, on-site data analysis and insights using Ollama and Python.

  14. Tomi Engdahl says:

    Generative AI Is Not Going To Build Your Engineering Team For You
    It’s easy to generate code, but not so easy to generate good code.

    The software industry is growing up
    To some extent, this is just what happens as an industry matures. The early days of any field are something of a Wild West, where the stakes are low, regulation nonexistent, and standards nascent. If you look at the early history of other industries—medicine, cinema, radio—the similarities are striking.

    There is a magical moment with any young technology where the boundaries between roles are porous and opportunity can be seized by anyone who is motivated, curious, and willing to work their asses off.

    It never lasts. It can’t; it shouldn’t. The amount of prerequisite knowledge and experience you must have before you can enter the industry swells precipitously. The stakes rise, the magnitude of the mission increases, the cost of mistakes soars. We develop certifications, trainings, standards, legal rites. We wrangle over whether or not software engineers are really engineers.

  15. Tomi Engdahl says:

    But generative AI is not a member of your team
    In that particular sense—generating code that you know is untrustworthy—GenAI is a bit like a junior engineer. But in every other way, the analogy fails. Because adding a person who writes code to your team is nothing like autogenerating code. That code could have come from anywhere—Stack Overflow, Copilot, whatever. You don’t know, and it doesn’t really matter. There’s no feedback loop, no person on the other end trying iteratively to learn and improve, and no impact to your team vibes or culture.

    To state the supremely obvious: giving code review feedback to a junior engineer is not like editing generated code. Your effort is worth more when it is invested into someone else’s apprenticeship. It’s an opportunity to pass on the lessons you’ve learned in your own career. Even just the act of framing your feedback to explain and convey your message forces you to think through the problem in a more rigorous way, and has a way of helping you understand the material more deeply.


  16. Tomi Engdahl says:

    Researchers claim GPT-4 passed the Turing test

    OpenAI’s GPT-4 has become the first AI to pass the Turing Test. At least, that’s what a group of researchers claim in a new study. The study, which is currently available on the preprint server arXiv, has yet to be peer-reviewed. Still, the results here are intriguing, to say the least.

    The Turing test, which was first proposed by Alan Turing in 1950, seeks to judge whether a machine can show intelligence well enough to make it indistinguishable from a human. In order for an AI to pass the Turing test, it must be able to talk to someone and fool them into thinking that they are talking to a human.

  17. Tomi Engdahl says:

    The world’s most popular web framework is going AI native
    On today’s episode we chat with Jared Palmer, VP of AI at Vercel, who says the company has three key goals. First, support AI native web apps like ChatGPT and Claude. Second, use GenAI to make it easier to build. Third, provide an SDK so that developers have the tools they need to easily add GenAI to their websites.

  18. Tomi Engdahl says:

    Running Large Language Models on Raspberry Pi at the Edge
    Transform a Raspberry Pi into a powerful AI hub, running LLMs for real-time, on-site data analysis and insights using Ollama and Python.


  19. Tomi Engdahl says:

    GPT-4 autonomously hacks zero-day security flaws with 53% success rate

  20. Tomi Engdahl says:

    The day the AI dream died
    Unveiling tech pessimism

    AI’s promise was to solve problems, not only of the day but all future obstacles as well. Yet the hype has started to wear off. Amidst the growing disillusionment, Nolen Gertz challenges the prevailing optimism, suggesting that our reliance on AI might be less about solving problems and more about escaping the harsh realities of our time. He questions whether AI is truly our saviour or just a captivating distraction, fuelling capitalist gains and nihilistic diversions from the global crises we face.

  21. Tomi Engdahl says:

    Yet while the hype surrounding AI seems to have disappeared, the AI itself has not.

  22. Tomi Engdahl says:

    “92% of U.S.-based developers are already using AI coding tools both in and outside of work.”

    There are similar other surveys with similar results. AT least in the USA most software developers already use AI. This is also obvious from the GitHub code repositories, more and more code has been written by AI.


  23. Tomi Engdahl says:

    If you write, say, C#, you have two free options for IDE: Visual Studio and Visual Studio Code. Both come with out-of-the-box IntelliSense which offers AI assisted autocompletion and is switched on by default. So, literally, you need to use some Emacs to code and NOT to have some “AI tool” there.

  24. Tomi Engdahl says:

    all this AI hype is being pushed by people who are not coders, to people who are not coders

    I think the market change AI-assisted IDE functionalities have had (they’ve been around for over a decade) is that there’s just much more people on the market who claim they can code while they really can’t. They can use an IDE and click some auto-generation features or copy-paste from the internet, but they’ve never really studied coding per se, they wanna be race drivers but can’t drive manual gear. And Lord have mercy on the person who hires people like this.

    I bet this is why you don’t see that many ads for beginner level jobs. All companies are searching for seniors. And this is just cos seriously your dog can be called a junior.

  25. Tomi Engdahl says:

    VS Code and tons of extensions for it.

    And now I mean AI tools beyond Microsoft IntelliSense etc.

    GitHub Copilot extension for VS Code has 17+ million downloads, it is a real GPT-4 class LLM for generating, rewriting and documenting code. It is safe to say that millions professional developers use it.

    GitHub Copilot Chat extension has 11+ million downloads. Probably one of the most useful addons for VS Code, but it is not free for all.

    Copilot prices start from $10/month (invididual) – $39/month (enterprise).

    Tabnine VS Code extension has 7.6+ million downloads.

    Even the relatively unknown Blackbox AI extension has 2.4+ million downloads.


  26. Tomi Engdahl says:

    Code generation has been around for a zillion years and rather the modern development has been AWAY from code generation. Code generation is not considered an intelligent software development practice but the opposite.

    In software, never code unless you have to. More code -> bad.

  27. Tomi Engdahl says:

    I agree that less code is better. I would pay my employees to produce the least amount of code to get the job done.

    That is why my favorite LLM for coding has been GPT-4 (yes, the paid version). It does elegant and concise Python code and can analyze and rewrite old code into better one. GPT-4 feels like is still the only one, which understands code, most other LLMs just copy & paste stuff from their training materials.

    Many other “top” LLMs will solve the same problem with twice the amount of code compared to GPT-4. Note: I am talking about GPT-4, not GPT-4o. Not just more code lines, but also code looks uglier, like done by someone who is not very good at coding.

    Out of the free open source I recommend Codestral-22B and Qwen-2, which both just came out. I have mostly used Codestral with Python, which it does well & can produce elegant code. But I know it is nowhere as good in C# and pretty much every single LLM currently still sucks at game programming.

    Still I would say Codestral is amazing as my next PC will be able to run it locally.


  28. Tomi Engdahl says:

    “Even an absolutely basic one like ‘photograph of a person napping in a living room’ leads to Cronenberg-esque monstrosities.” https://trib.al/xEVWsGV

  29. Tomi Engdahl says:

    Edge-selaimen uusi ominaisuus räjäytti käyttäjät raivosta – Ohje: Näin sammutat sen

    Microsoft on tuonut Edgeen tekoälyominaisuuden (yllätys!), joka on yli-innokas auttamaan käyttäjää. Näin saat ”Kirjoita uudelleen Copilotin avulla” -ponnahdusikkunan pois käytöstä.

    Microsoftin oma Edge-selain on vuosien varrella päässyt pikkuhiljaa nousemaan isojen kilpailijoidensa rinnalle. Toki Googlen kehittämän Chromen kaltaisesta suosiosta se on vielä kaukana.

    Tästä huolimatta Edge on noussut suosiossaan 13,13 prosentin markkinaosuudella maailman toisiksi suosituimmaksi selaimeksi

    Microsoft on aggressiivisesti puskenut omaan selaimeensa tekoälytyökaluja, jotka varmasti herättävät käyttäjäkunnassa monenmoisia mielipiteitä.

    Esimerkiksi selaimen sivupalkista on suoraan avattavissa Copilot-botti, johon käyttäjä voi syöttää haluamiaan uteluja.

    Kuitenkin yksi kummallinen ominaisuus koskee selaimeen ilmestyvää ponnahdusikkunaa, jossa käyttäjältä kysytään, haluaako hän käyttää Copilotia kirjoittamaan juuri hänen kirjoittamansa tekstin uudestaan. Tekstin mittaan ja sen tyyliin on tässä yhteydessä mahdollista vaikuttaa.

    Valitettavasti kyseinen työkalu on oletusarvoisesti käytössä ja se saattaa ponnahdella käyttöön väärissä tilanteissa. Esimerkiksi verkon keskustelupalstoilla työkalua on verrattu muinaiseen Office-avustaja Clippyyn, joka aikanaan sai täyslaidallisen kiukkua niskaansa

    . Tämän jutun kirjoitushetkellä kyseinen työkalu on loikannut ruudulle jo useamman kerran pyytämättä.

    Näin saat ”Kirjoita uudelleen Copilotin avulla” -ponnahdusikkunan pois käytöstä.

    Avaa Edge ja suuntaa polkuun Asetukset > Kielet > Käytä (tekoälyavusteista) kirjoittamistoimintoa verkossa. Ota ominaisuus pois käytöstä.

    Jos taas haluat oikeaoppisesti käyttää työkalua, voit maalata haluamasi tekstipätkän ja painaa alt+ i -yhdistelmää.

  30. Tomi Engdahl says:

    Analyysi / Nvidia omistaa nyt tekoälyn pikakaistan – Kuvat kertovat, kuinka suuri on sen mahti ja mihin mahti perustuu

    Pelialan hovitoimittajana tunnettu Nvidia dominoi nyt tekoälysovellusten luontiin tarvittavien mikrosirujen markkinaa. Eurooppalaisten pörssiyhtiöiden markkina-arvot kalpenevat sen rinnalla.


  31. Tomi Engdahl says:

    AI Systems Are Learning to Lie and Deceive, Scientists Find
    “GPT- 4, for instance, exhibits deceptive behavior in simple test scenarios 99.16% of the time.”

  32. Tomi Engdahl says:

    Benjamin Särkkä hopes to see bolder AI development in Finland and globally
    Renowned IT expert and Finland’s most well-known white-hat hacker, Benjamin Särkkä, advocates for more adventurous AI implementation while acknowledging that AI’s expanding role in our global information society requires increasingly flexible, robust, and responsive cybersecurity on all levels.  

  33. Tomi Engdahl says:

    Together with Akademiska Hus, Tietoevry is working to develop long-term solutions to optimize the use of energy with the help of AI.
    Lower energy consumption means reduced costs and lower emissions. Discover how the power of AI makes it possible to develop solutions for minimizing a building’s energy waste.

  34. Tomi Engdahl says:



    Fast food chain McDonald’s is giving up on its AI-powered drive-thru system, following a string of hilarious yet infuriating failures that resulted in unlucky customers ending up with over $250 worth of chicken McNuggets and unwanted packs of butter.

    According to industry publication Restaurant Business, McDonald’s is terminating its drive-thru AI test, a joint venture with tech giant IBM, and is officially removing the tech from more than 100 restaurants.

  35. Tomi Engdahl says:

    03:02:54 Wired Threat Level: Amazon-Powered AI Cameras Used to Detect Emotions of Unwitting UK Train Passengers > https://www.wired.com/story/amazon-ai-cameras-emotions-uk-train-passengers/, 2024-06-17 07:00:00 +0000

  36. Tomi Engdahl says:

    A Third of My Online College Students are AI-Powered Spambots. Now what?
    Professors are anxious about how students might use AI to cheat on assignments. What do we do if some of these students aren’t real at all?

  37. Tomi Engdahl says:

    Tällä taidolla saat takuuvarmasti töitä
    Microsoftin jättitutkimus paljastaa, miten kova kysyntä tekoälyosaajille on yrityksissä.

    Johtajat arvostavat nyt työnhakijoissa ihan uusia taitoja, paljastaa Microsoftin suurtutkimus. Work Trend Indexin mukaan jo 66 prosenttia johtajista kertoo, etteivät he ole valmiita palkkaamaan ihmistä, jolla ei ole osaamista tekoälystä.

    Kyselyyn vastanneista suomalaisjohtajista jopa 68 prosenttia vastasi, että eivät palkkaa ihmistä, jolla ei ole tekoälyosaamista.

    71 prosenttia johtajista palkkaa todennäköisemmin vähemmän kokeneen työnhakijan, jos tällä on tekoälyosaamista kuin kokeneemman työntekijän, jolla ei ole tekoälyn käytön osaamista.

    Raportin mukaan työnhakijoiden into vaihtaa työpaikkaa on yhä kasvussa. Ennätykselliset 46 prosenttia vastaajista arvioi vaihtavansa työtä tulevan vuoden aikana. Se on jopa enemmän kuin vuonna 2021 uutisoidun ”suuren irtisanoutumisaallon” aikaan.

  38. Tomi Engdahl says:

    An Analog Network of Resistors Promises “Machine Learning Without a Processor,” Researchers Say
    Prototyped on a series of breadboards, this analog machine learning network could one day deliver more energy-efficient AI.

  39. Tomi Engdahl says:

    This New AI That Generates Video Is Awfully Impressive
    “Even if these are cherry-picked, they already look better than Sora.”

  40. Tomi Engdahl says:

    Kansainvälinen valuuttarahasto esittää: tekoälylle ympäristövero
    Anna Helakallio18.6.202414:43ILMASTONMUUTOSTEKOÄLY
    Valuuttarahasto ehdottaa ympäristöveroa tekoälyn valtavan ilmastovaikutuksen vuoksi.

  41. Tomi Engdahl says:




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