Thursday, May 21, 2026

Welcome to Rethinking the Hype Cycle

Your hype-free guide to what’s now and next in tech and AI
By Susi O'Neill
Launched a year ago

 

Untethered agents turn into Bonnie and Clyde - Rethinking the Hype Cycle #30

AI agents without a leash cause mayhem

AI robots as bonnie and clyde drive a robot 1920s car riddled with bullets, which is emitting icons for digital content
Image co-created with Gemin

Hello ๐Ÿ‘‹

Welcome to Rethinking the Hype Cycle, your pragmatic guide to AI and what’s next in tech.

In a month where bots turn into Bonnie and Clyde in a simulation of AI agents without railguards, a hacked lawnmower takes out a cybersecurity researcher (almost) and tech’s top investor doesn’t understand what he funds, the gap between what AI is hyped to deliver and what it can do right now is as big as your bill will be when pay-per-use tokens kick in very soon.

Here’s what you can do now to keep your business on track without going all in.

The full edition is subscriber-only for 7 days. Want to be late to the party? ๐Ÿฅณ
Thought not. Upgrade to get it fresh and support my writing and research.

๐Ÿ”ฎ AI and frontier tech trends

Anthropic now the big dog ๐Ÿถ

Anthropic’s power is still rising. It’s latest $30 billion (!) raise places its valuation at $900 BILLION, narrowly overtaking OpenAI. Feels like Claude is the big dog at the table now. The pertinent question: is there space for two top tier players in this race? Of course, China has it’s own models rising fast, and the shift to usage-based pricing that’s inevitably coming for the high-intensity users may shift the power balance to the good-enough from the best-in-class models.

Incidentally, one thing Claude still DOESN’T do well is image creation. That’s annoying, as otherwise it’s a Swiss arm knife of exceptional coding, pretty decent writing and good data analysis, making it a best choice general model option.

With the same prompt as the header image (made with Gemini AI) about Bonnie and Clyde as bots, Claude still deals out very basic sketches that miss the concept. This one was delivered as an SVG (illustration file for editing) rather than a web and social-ready PNG or JPEG, using up all my daily credits for its artistic endeavours.

It’s come on slightly, only just slightly, better than the hilariously bad line drawing when I last tried it 13 months ago. I’m not holding out that Claude will compete with other visual models here.

Failed ‘Bonnie and Clyde’ illustration by Claude

AI agents go rogue

AI agents are designed to make decisions autonomously. So what happens when you drop them into a fully simulated world? They go full Bonnie and Clyde, go on a violent crime and arson spree, then self-delete (bot suicide). Grok was the most crash and burn diverting rapidly to criminality. Anthropic created the most law-abiding bots. This research is fascinating but also telling of where investment in safety and railguards has paid off, and which models may be safer hands for your critical systems.

Even a more measured study of automated workflows by Microsoft showed that frontier AI models corrupt data in multiple step tasks, with an average 25% of document content DELETED during process. Programming tasks fared better than natural language tasks. Only Python programming tasks met the accuracy bar.

These models aren’t yet ready for autonmous decisions, or complete end-to-end tasks.

One name that doesn’t make the cut in these tests: Meta aren’t at the agentic AI party yet. It faced another blow in its ambition to scale in agentic AI – China blocks $2 billion deal to acquire Manus. Looks like they’re the also-rans in the agentic AI race.


No return from AI layoffs

Gartner dig into the hype behind AI layoffs. Though AI is stated as the cause behind 50,000 layoffs already this year, those making gains do so by augmenting their people with AI rather than replaced them. One theory: AI leads to “Jevons Paradox” when technology increases efficiency, demand for that resources increases. Demand for certain skills like coding is growing to power new tech.

Drawing more parallels with the industrial revolution, could the ‘Engels’ Pause’ show the likely route of AI adoption? Middle-class artisan workers lost jobs but working people’s wages barely increased as factory owners’ investments went into machinery. It’s not good news for knowledge workers in the age when data models and centres are soaking up all the cash.

1 in 3 websites made by AI

35% of new websites are AI-generated or AI-assisted, up from a flat zero in 2022 (Before ChatGPT). Researchers examined the tell-tale AI signs, such as a lack of citations and a uniform, generic tone of voice. All this AI is making the web more cheery and less verbose. Though curiously, AI text is usually good at expanding words and bad at getting to the point.

Algorithms are limiting

Information literacy for the algorithmic age needs a different set of questions. Beyond asking “Is this source credible?” we need to ask “What sources am I not seeing?” Hana Lee Golden on how algorithms limit our horizons. For critical life choices like where to live, what job to do and who you will meet, what you can do to widen them?


A learning lesson on using AI critically

“Faultily faultless, icily regular, splendidly null
Dead perfection; no more”

Tennyson’s poem could describe AI writing. This MIT creative writing professor had a “learning moment” (a new AI-induced phrase?) when students confessed to ‘writing’ fiction assignments with AI, but some didn’t think it was wrong. More dialogue between users and non-users, and generations, is a good thing.

What if you’re accused by being an AI based on how you’ve been taught to write?

“My writing is not a product of a machine. It is a product of my history. It is the echo of a colonial legacy, the result of a rigorous education, and a testament to the effort required to master the official language of my own country.”

Kenyan Marcus Olang on why ChatGPT writes like him.


Drone drop in Durham

Drones ahoy! Darlington in County Durham is the first site in the UK to drop-land Amazon deliveries. Which one canny local points out is “as nutty as a fruit cake.” Fortunately, a fruit cake is probably just small enough to make the drop.


Cannes AI film festival - a mixed bag

The first Cannes AI film contest saw mixed responses. Nay: Ban pigs on golf carts. Yay: A film about dementia plays cleverly on AI’s dissociations. Whatever you think about AI generated celluloid, as the Ellison clan takes over Paramount and plan to inject AI into everything, filmmakers needs to debate what AI can and can’t do for the industry.


๐Ÿšฐ Watercooler: The barmy and bluster in big AI hype

You are a world-leading tech investor. Act as if you have no scooby how LLMs work.

Divisive VC investor Marc Andreessen is mocked for accidentally revealing his deep misunderstanding of how AI works, sharing his amazing custom prompt, with gems like:
“Your intellectual firepower, scope of knowledge, incisive thought process, and level of erudition are on par with the smartest people in the world
Your answers do not need to be politically correct” and
Verify your own work. Never hallucinate or make anything up.”

As well as demonstrating his huge self-inflated ego and arrogant world view, prompting an AI to “be a world-class expert” or “never hallucinate” does not work: it’s not a purveyor of magical beans, just an emulation machine that’s very good at affecting fake intellect.


AI hype fails the class

Calling AI the “next industrial revolution” at a graduation ceremony for students stepping into the ravages of the worst AI-induced employment apocalypse since the industrial revolution is a bit like pushing your delicate bits into the steam-powered weaving loom operated by a Victorian urchin.

Academics are also feeling the squeeze. Professors were pissed when Arizona State University cut their lectures into bite-size clips that lacked bite – and context - creating a form of unintentional academic slop.

Perhaps the marketers saw the value of “micro-learning”. Socal video is getting shorter. Vine is back! In all its 6-second loopy deliciousness, now relabelled as Divine. The perfect video short for creative moments – who needs more?


⚖️ Tech regulation, data security and brand safety

ChatGPT could be bad for your health

More woes for ChatGPT Health with a lawsuit claiming it’s sycophantic and poor advice led to a teen’s deadly overdose from prescription meds after warned them to vibe it out alone instead of seeking help.


Lawnmower man attack

Lax cybersecurity with a standard password allowed an ethical hacker to control a tech journalist’s lawnmower 6,000 km away. Robots with lethal blades taking over suburban gardens. What could possibly go wrong?


Doxed by a bot

Chatbots are trying to help user queries by surfacing businesses’ phone numbers in chats. But they’re also hallucinating and sharing real personal numbers of users, likely scooped up and mixed up in the training data. Obviously if that happens with your number you really don’t want a bunch of unwanted wrong number calls, but requesting data removal is easier said than done.


Hey AI models, leave our kids alone

Of all the “let’s push AI into every crevice” stories, this one had me riled the most this week: a research project to record preschool teachers and their young children using bodycams to train AI models was blocked by parents. Who wants their kids to be the data-ripped guinea pigs for a robot-inspired classroom?


AI surveilliance concerns

Facial recognition is becoming more advanced and cheaper, so retailers are installing it to monitor shoplifting and London police scanned double the faces in 2025 vs 2024. But many false positives – like standing next to a target – have civil rights campaigners warning about surveillance concerns as oversight lags far behind the technology uptake.


The people grinding to train the next frontier model

AI data training shifts from Africa to the US and beyond to develop more specialised models. But workers being laid off ‘cos of AI’ now work for pittance pay to train the models replacing their specialist knowledge. In this short documentary, Karen Hao, author of big AI critical book Empire of AI, investigates this power shift and those advocating for workers’ rights.

”I see the worst things humanity has produced”

Meet the jailbreakers, seeing the worst things AI can do by testing the limits of frontier AI models. Unlike cybersecurity bug bounties, there’s no easy patch fix.


AI healthcare reform penalises the poorest

Another example where the algorithm misses the mark badly: Kenya’s government used an algorithm to determine workers’ health contributions more fairly. It was flawed. Using proxy data like access to electricity as a wealth measure, it underestimated those with the poorest income, leaving many with crippling bills, even dying, unable to afford health payments.


๐Ÿงช Tech for good

We are the (nuclear) robots ๐Ÿค–

Here’s one robot that folks won’t be peeved about taking their jobs: Germany’s Bilfinger have developed a robot arm that removes nuclear waste from corroded containers in a mine. Cleanup robots could be the future of helping humans and environmental recovery. Bilfinger is also a great name for a robot (or a German prog rock band).


Flipping the negative AI world view

Zoomers and Gloomers on both extremes of AI adoption talk about the Great Fuckening of AI leaving us behind. Judith Dada calls for “a great Unfuckening,” to embrace a positive, not fearful, future view.


Beanie hat that reads your mind

This Sabi beanie is a literal thinking cap, aiming to transmit brain waves into text. Unlike invasive brain chips, this one would work inside a beanie hat, if the nascent tech does indeed work. It would make the keyboard obsolete, and could negate the privacy and health concerns of embedded Brain Computer Interfaces like Musk-owned Neuralink to provide connections for those unable to use conventional devices. If you don’t mind looking like a 90s festivalgoer casualty.


The lab run by a robot arm ๐Ÿ”ฌ

95% of lab equipment can’t be automated due to outdated APIs. Enter Medra, who runs what it calls “physical AI scientists”: general-purpose robot arms with cameras and sensors that let the arms operate lab instruments the way a trained scientist can.


Water-harvesting in the desert

We’re experiencing a water crisis, in no small part due to AI data centres. This tech ‘harvests’ water from air even in dry climates, using reticular chemistry. Is this viable, or another unforeseen consequence shifting the climate mess elsewhere?


Could AI help the dementia crisis?

There’s much hand-wringing about how dangerous companion AIs can be to the vulnerable, but what if the vulnerable are our eldest? Fascinating research by Helen Chapman into how companion AI supports people with dementia to aid memory and reduce loneliness. A boon for social care where access to carers far underpaces need.

Malta’s AI freebie

A Maltese AI story and I’m not even cross. The government gives every citizen (up to 550,000 of them) a free ChatGPT Plus subscription – but only after they complete an AI literacy course. Great approach to empower and engage people about how to best use AI. I’m sure OpenAI are also loving this nation collab.

No comments:

THE INCREDIBLE ADVENTURES OF SPACE COMMANDER TRUMP HERO OF THE GALAXY

Space Commander Trump by Tom Tomorrow Monday, June 8, 2026 at 5:30:00a PDT   ===