{"id":96237,"date":"2026-06-09T17:45:49","date_gmt":"2026-06-09T17:45:49","guid":{"rendered":"https:\/\/youzum.net\/five-things-you-need-to-know-about-ai\/"},"modified":"2026-06-09T17:45:49","modified_gmt":"2026-06-09T17:45:49","slug":"five-things-you-need-to-know-about-ai","status":"publish","type":"post","link":"https:\/\/youzum.net\/it\/five-things-you-need-to-know-about-ai\/","title":{"rendered":"Five things you need to know about AI"},"content":{"rendered":"
<\/div>\n

At SXSW London last week I gave a talk called \u201cFive things you need to know about AI,\u201d in which I shared what I think are the biggest themes in AI right now.<\/p>\n

I pulled a few things from our first AI10 list, an annual guide to the most important trends in this buzzy world<\/a>, but I also veered off on a number of tangents. In my half-hour slot, I tried to cover the key talking points that I think help to make sense of what\u2019s going on in tech\u2014and thus the economy\u2014today.\u00a0\u00a0<\/p>\n

(I gave a talk with the same title at SXSW London last year<\/a> with five different <\/em>things you needed to know. A lot has happened since then!)<\/p>\n

So: This is how I\u2019m thinking about AI midway through 2026. Let me know if you would pick different points!<\/p>\n

1. Strictly speaking, I didn\u2019t need to show up to give this talk.<\/strong><\/h3>\n

Tongue in cheek? Maybe. But generative AI tools have already become mundane, used by millions to automate everyday office tasks (including producing and delivering talks<\/a>). It\u2019s no surprise that one of the biggest questions out there right now is what this all means for jobs<\/a>. People are confused and scared.<\/p>\n

The frustrating answer is that despite the hype coming from the top<\/a> about the potential for AI to join the workforce soon\u2014and viral social media posts yelling that something big is happening\u2014there is almost no data to say either way what kind of effect this technology will have on employment and the economy overall. That\u2019s not to say it won\u2019t have an impact, even a huge one, but it\u2019s just too soon to tell.<\/p>\n

In theory, teams of agents working together toward common goals<\/a> could become assembly lines for white-collar work, doing to offices this century what Henry Ford\u2019s innovations did to factories in the 20th century.<\/p>\n

In theory. Because in order to know what will happen to jobs, we need to know what will happen inside the companies that create those jobs. But most companies are still figuring that out<\/a>.<\/p>\n

\u00a02. AI is getting scary (for real this time).<\/strong><\/h3>\n

There have been scary stories about AI<\/a> for years\u2014claims that it will kill us all<\/a> or bring about the end of civilization. There\u2019s still a loud crowd of doomers<\/a>, but those scenarios remain dystopian science fiction.<\/p>\n

What\u2019s happened instead is that many of the worst near-term, real-world fears have come true.<\/p>\n

Take deepfakes<\/a>, AI-generated images or videos of people doing things they didn\u2019t actually do. Deepfakes have been used to incite violence, swing votes, and sow distrust. Trump\u2019s White House is among those creating and publishing fake images.<\/p>\n

Many deepfakes are also used to abuse women and girls. One study found that 98% of deepfakes are pornographic and 99% involve women.<\/p>\n

Another concern is the rise of dangerous and delusional relationships with chatbots. Many people turn to chatbots to seek private advice and to feel heard. But there are now multiple lawsuits against AI companies alleging that the technology encouraged or aided suicides and other forms of self-harm.<\/p>\n

AI is also being used in warfare in new and worrying ways<\/a>. LLMs are now giving advice, not just being used for analysis. One US defense official told my colleague James O\u2019Donnell that you could now give a military chatbot a list of targets and ask which one to hit first. Anyone who uses AI knows that its output needs to be reviewed carefully. In fact-paced, high-stress active conflict, the risk that corners get cut is high.<\/p>\n

3. A lot of people really hate AI.<\/strong><\/h3>\n

I checked out an anti-AI protest in London<\/a> earlier this year and found a very broad mix of complaints. Banners proclaiming the end times bounced along to chants of \u201cStop the slop! Stop the slop!\u201d Protests are getting more organized and drawing larger crowds.<\/p>\n

There\u2019s pushback from fans of films and video games, who object to the use of generative AI in their favorite titles. In one notable case, the acclaimed 2025 game Clair Obscur was stripped of an award<\/a> when the developers admitted to using AI in just one small, specific part of its production.<\/p>\n

And there\u2019s the data center backlash. The US has more than 5,400 data centers and counting. With the energy demands of AI growing, people are unhappy about the environmental impact and their rising electricity bills. Activists are managing to stall development in a number of places.<\/p>\n

Regulation is becoming politically popular<\/a>. Grassroots movements like QuitGPT<\/a> have gained momentum. A small number have turned to violence; a few weeks ago somebody threw a Molotov cocktail at Sam Altman\u2019s house. It\u2019s not clear where all this leads. But the apocalyptic hype from tech leaders is not helping people stay calm.<\/p>\n

4. AI for science is a very big deal.<\/strong><\/h3>\n

It\u2019s early days yet, but the potential for AI to help make a genuine and important scientific discovery is greater than ever.<\/p>\n

Google DeepMind has developed Co-Scientist<\/a>, a multipurpose tool that can help researchers dig up and compare previous results, generate hypotheses, and devise experiments to test them. OpenAI told me this year that its North Star is the goal of building a fully automated researcher<\/a> by 2028.<\/p>\n

Mathematicians are excited too. Fundamental math underpins many everyday technologies, from internet security to video streaming. The last few months have seen a string of claims that AI has cracked unsolved math problems. And software that can solve really hard math problems will be able\u2014so the argument goes\u2014to solve more general-purpose real-world problems too.<\/p>\n

What are the downsides? Some scientists are warning that an overreliance on AI tools could narrow the scope of research because scientists may choose problems that are most suited to AI assistance. There are also concerns that AI-assisted research will lead to a flood of inaccurate or fake results: science slop.<\/p>\n

5. AI is everywhere all at once.<\/strong><\/h3>\n

So where does that leave us? There are a lot of exciting things, a lot of worrying things, and a lot of hot air. It can be exhausting to keep up, and yet it all feels inescapable<\/a>. Some people will tell you we\u2019re in a race to the top; some will tell you we\u2019re in a race to the bottom. But it\u2019s really not clear where we\u2019re headed.<\/p>\n

AI companies want us to march to their tune and buy into the propaganda about artificial general intelligence<\/a>, whatever that means<\/a>. They are selling a vision that feels inevitable, but it isn\u2019t.<\/p>\n

We\u2019ve built a technology that can do humanlike things<\/a>, and I think that makes it hard to get our heads around the fact that it is still just a technology.<\/p>\n

Something is happening. Maybe even something comparable to the invention of electricity or the internet. But technologies like that take time to settle and bring lasting change.<\/p>\n

Get ready for a marathon, not a sprint.<\/p>\n

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here<\/a>.<\/em><\/p>","protected":false},"excerpt":{"rendered":"

At SXSW London last week I gave a talk called \u201cFive things you need to know about AI,\u201d in which I shared what I think are the biggest themes in AI right now. I pulled a few things from our first AI10 list, an annual guide to the most important trends in this buzzy world, but I also veered off on a number of tangents. In my half-hour slot, I tried to cover the key talking points that I think help to make sense of what\u2019s going on in tech\u2014and thus the economy\u2014today.\u00a0\u00a0 (I gave a talk with the same title at SXSW London last year with five different things you needed to know. A lot has happened since then!) So: This is how I\u2019m thinking about AI midway through 2026. Let me know if you would pick different points! 1. Strictly speaking, I didn\u2019t need to show up to give this talk. Tongue in cheek? Maybe. But generative AI tools have already become mundane, used by millions to automate everyday office tasks (including producing and delivering talks). It\u2019s no surprise that one of the biggest questions out there right now is what this all means for jobs. People are confused and scared. The frustrating answer is that despite the hype coming from the top about the potential for AI to join the workforce soon\u2014and viral social media posts yelling that something big is happening\u2014there is almost no data to say either way what kind of effect this technology will have on employment and the economy overall. That\u2019s not to say it won\u2019t have an impact, even a huge one, but it\u2019s just too soon to tell. In theory, teams of agents working together toward common goals could become assembly lines for white-collar work, doing to offices this century what Henry Ford\u2019s innovations did to factories in the 20th century. In theory. Because in order to know what will happen to jobs, we need to know what will happen inside the companies that create those jobs. But most companies are still figuring that out. \u00a02. AI is getting scary (for real this time). There have been scary stories about AI for years\u2014claims that it will kill us all or bring about the end of civilization. There\u2019s still a loud crowd of doomers, but those scenarios remain dystopian science fiction. What\u2019s happened instead is that many of the worst near-term, real-world fears have come true. Take deepfakes, AI-generated images or videos of people doing things they didn\u2019t actually do. Deepfakes have been used to incite violence, swing votes, and sow distrust. Trump\u2019s White House is among those creating and publishing fake images. Many deepfakes are also used to abuse women and girls. One study found that 98% of deepfakes are pornographic and 99% involve women. Another concern is the rise of dangerous and delusional relationships with chatbots. Many people turn to chatbots to seek private advice and to feel heard. But there are now multiple lawsuits against AI companies alleging that the technology encouraged or aided suicides and other forms of self-harm. AI is also being used in warfare in new and worrying ways. LLMs are now giving advice, not just being used for analysis. One US defense official told my colleague James O\u2019Donnell that you could now give a military chatbot a list of targets and ask which one to hit first. Anyone who uses AI knows that its output needs to be reviewed carefully. In fact-paced, high-stress active conflict, the risk that corners get cut is high. 3. A lot of people really hate AI. I checked out an anti-AI protest in London earlier this year and found a very broad mix of complaints. Banners proclaiming the end times bounced along to chants of \u201cStop the slop! Stop the slop!\u201d Protests are getting more organized and drawing larger crowds. There\u2019s pushback from fans of films and video games, who object to the use of generative AI in their favorite titles. In one notable case, the acclaimed 2025 game Clair Obscur was stripped of an award when the developers admitted to using AI in just one small, specific part of its production. And there\u2019s the data center backlash. The US has more than 5,400 data centers and counting. With the energy demands of AI growing, people are unhappy about the environmental impact and their rising electricity bills. Activists are managing to stall development in a number of places. Regulation is becoming politically popular. Grassroots movements like QuitGPT have gained momentum. A small number have turned to violence; a few weeks ago somebody threw a Molotov cocktail at Sam Altman\u2019s house. It\u2019s not clear where all this leads. But the apocalyptic hype from tech leaders is not helping people stay calm. 4. AI for science is a very big deal. It\u2019s early days yet, but the potential for AI to help make a genuine and important scientific discovery is greater than ever. Google DeepMind has developed Co-Scientist, a multipurpose tool that can help researchers dig up and compare previous results, generate hypotheses, and devise experiments to test them. OpenAI told me this year that its North Star is the goal of building a fully automated researcher by 2028. Mathematicians are excited too. Fundamental math underpins many everyday technologies, from internet security to video streaming. The last few months have seen a string of claims that AI has cracked unsolved math problems. And software that can solve really hard math problems will be able\u2014so the argument goes\u2014to solve more general-purpose real-world problems too. What are the downsides? Some scientists are warning that an overreliance on AI tools could narrow the scope of research because scientists may choose problems that are most suited to AI assistance. There are also concerns that AI-assisted research will lead to a flood of inaccurate or fake results: science slop. 5. AI is everywhere all at once. So where does that leave us? There are a lot of exciting things, a lot of worrying things, and a<\/p>","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"pmpro_default_level":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_pvb_checkbox_block_on_post":false,"footnotes":""},"categories":[52,5,7,1],"tags":[],"class_list":["post-96237","post","type-post","status-publish","format-standard","hentry","category-ai-club","category-committee","category-news","category-uncategorized","pmpro-has-access"],"acf":[],"yoast_head":"\nFive things you need to know about AI - 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