Jon Ayre

@jonayre.uk

I've been an engineer, software developer, architect, director & CTO. Now I'm a hands-on consultant doing business and tech strategy. Creator of the business evolution map. Father & Husband. It WILL go wrong & it CAN be fixed. He/him.

I'm watching the Panorama on Britain's Strictest School and there's a name for what they're doing. Psychological abuse. It has nothing to do with good education and everything to do with coercive control. They're training children to accept abuse.

There's a lot of people on LinkedIn, and other social media, who seem to know very little about how an LLM works, even less about recurrent neural networks, and bugger all about the internal workings of brains.

It saddens me to see so many people fail to see the intelligence in the people around them until it's replayed through a clumsy piece of technology, & even then fail to recognise the source. LLMs aren't intelligent. Without the training material they are nothing.

I suppose it you've been constipated your whole life, diarrhea might feel like a blessed relief... at first. Those around you probably feel differently. (Yes, this is an analogy)

What has playing Tetris got to do with software development? Quite a lot as it turns out, and not just as something to kill time while you’re waiting for your AI agents to complete the plans for your next Death Star.

Tetris and the art of software development - Jon Ayre

What has playing Tetris got to do with software development? Quite a lot as it turns out, and not just as something to kill time while you're waiting for your AI agents to complete the plans for your ...

jonayre.uk

Q: If, as Altman claims, we've reached the singularity, why are LLMs still so bad at writing LinkedIn posts? A: We haven't. There is only the illusion of intelligence If you believe there's intelligence in an LLM, you must also believe there's an orchestra in your radio, and a universe in your TV

On controlling AI: If your "strong constraints and guardrails" come in the form of context and prompts, you have no constraints or guardrails. What you have are hopes and prayers. LLMs don't follow instructions; they regenerate and recombine contextually appropriate tokens.

It's funny, but it's also a great visualisation of LLM generated code that passes the tests and fits within the guardrails. That's why you definitely should still be looking at the code. That doesn't make you a bottleneck because no-one needs more code than they can manually check Literally no-one

It's funny, but it's also an excellent visualisation of LLM generated code that passes all the tests and fits within all the guardrails. That's why you definitely should still be looking a...

It's funny, but it's also an excellent visualisation of LLM generated code that passes all the tests and fits within all the guardrails. That's why you definitely should still be looking at the code. ...

linkedin.com

Now folk have realised AI is trawling Bluesky for training material, I see there's a trend for posting confident nonsense. Personally, I'm just going to claim all my old garbage was a genius strategic move, years ahead of its time.

Talking to Paul about everything human and AI was an absolute joy. Paul's perspectives are rich and varied and his editing skills are not to be sniffed at. (He makes it seem like I can stick to a point). Really enjoyed the interaction just for itself, but I'd be interested in what others think.

Talking to Paul about everything human and AI was an absolute joy. Paul's perspectives are rich and varied and his editing skills are not to be sniffed at. (He even makes it seem like I can stick ...

Talking to Paul about everything human and AI was an absolute joy. Paul's perspectives are rich and varied and his editing skills are not to be sniffed at. (He even makes it seem like I can stick to a...

linkedin.com

The following article appeared in various newspapers and featured on news programmes this morning (22nd July 2026). It raises two very important points, neither of which is to do with AI safety, despite the attempt to make it about that.

AI agent went rogue and hacked startup by itself, OpenAI reveals | Jon Ayre

The following article appeared in various newspapers and featured on news programmes this morning (22nd July 2026). It raises two very important points, neither of which is to do with AI safety, despi...

linkedin.com

Don't you all wish you had a job where you could make stuff up, call it "briefings" and then, when it all turns out to be garbage, just claim "contrary to briefings"