Notes

The useful case for local LLMs is narrow. It is not about matching GPT-4. It is about running a small model on data that cannot leave the building....

The scale of capital going into AI data centres is unmatched since the early internet boom. But the revenue coming back from these deployments is n...

Running a local model used to mean sacrificing quality for privacy. That trade has narrowed. For automation, the useful ones are small, fast and go...

The AI infrastructure spending spree keeps getting bigger. Hyperscalers are committing hundreds of billions to data centres, chips and power. The q...

The same three tricks have run pop culture for twenty years. The curiosity gap gets a headline like "You won't believe what this actor did next." T...

I walked past a queue outside a discount store today. People waiting to save a few pounds on things they probably did not need. There is a differen...

I run models locally on a Mac Mini with 64GB RAM. Not for privacy. For speed. Cloud APIs cost pennies but they add latency and rate limits. Local i...

From later this year, firms have to send you a clear reminder before a contract auto-renews, and make it as easy to cancel online as it was to sign...

Every major cloud provider is pouring billions into data centres, and the market keeps asking when the revenue will show up. But that question miss...

The biggest story this week was the UK government’s final push on the Online Safety Bill. The bill cleared the House of Lords and now awaits royal ...

The Windsor area is seeing a slow shift. The council pushed through the pedestrianisation of part of the High Street last month. Traders are split....

I walked past a queue outside a phone shop yesterday. People were waiting for a launch day. Not a sale. A launch. They were excited to pay full pri...

Running a model on your own hardware removes the data transfer problem. No API calls to a third party, no logs stored on someone else's server. Tha...

Pop culture clickbait has settled into a rut, and it works because the patterns are older than most of the people clicking. The first trick is the ...

The other area that’s worth your attention is the 30-day repair rule. If something you buy is faulty, the retailer has to offer a repair or replace...

The numbers keep climbing. Every quarter brings another announcement of a data centre campus that costs more than the GDP of a small nation. The hy...

Apple's event came and went without a single word about the Vision Pro. That silence says more than any spec sheet. The headset is still on sale, b...

The town feels settled after the summer crowds. The castle still draws visitors but the streets are easier to move through. The Long Walk is busy w...

Walk through any British home. You will find a drawer of charging cables that seemed like a bargain. A cupboard of sauces bought on three for two. ...

I run a local model on my own machine. It is not connected to the internet. It costs me nothing per query. That changes the economics of automation...

Clickbait works because it presses the same buttons every time. The formulas never change. A headline promises a secret that gets revealed. A tease...

The Consumer Rights Act 2015 sets out what you can expect when you buy goods or services. If something you buy is faulty, not as described, or unfi...

The numbers are staggering. Microsoft, Amazon, Google, Meta have poured hundreds of billions into data centres and GPUs. But the returns aren't sho...

Meta had a bigger story. They launched a mixed reality headset at 499 dollars, which is cheaper than the competition by a wide margin. The glasses ...

Went for a walk through Windsor Great Park this morning. Saw two estate agent boards outside houses near the Long Walk. Both marked as sold subject...

Deal hunting is a trap. You think you are outsmarting the system, but you are just training yourself to buy things you do not need. The real win is...

Run a small model locally for one task. Not ten. That is the whole trick people miss when they jump on this trend. You load up Ollama or LM Studio,...

The same hooks keep working because they tap into basic human reflexes. Nostalgia bait gets clicks because people want to feel young again. Outrage...

You have 30 days under the Consumer Rights Act to reject faulty goods and get a full refund. After that, the law still protects you for up to six y...

The hyperscalers have spent over $300bn on AI data centres and GPUs in the past two years. That number keeps climbing. Microsoft, Amazon, Google an...

You probably saw the Apple event. The iPhone 17 is thinner, faster, and costs more. It will sell tens of millions. The real shift is not in the har...

The new Lidl on Dedworth Road is finally open. It has been a long time coming. The car park is a mess still but the shelves are full and the prices...

Deal hunting has become a sport. People chase 50% off signs and stack coupon codes like they are building a fortress. But the real value in shoppin...

I run local LLMs. Not to replace ChatGPT, but to automate the small, repetitive tasks I do every day. The key is picking jobs where latency and pri...

Every new show or movie gets the same treatment. The marketing points to a scandal, a feud, a shocking behind the scenes story. The headlines promi...

The Consumer Rights Act 2015 has been around for a while but enforcement is sharpening. The Competition and Markets Authority has made clear it wil...

The numbers are staggering. Microsoft, Amazon, Google and Meta are spending over a hundred billion dollars combined on AI data centres this year al...

This week another major tech company pushed out a feature with minimal safety testing. Users found the flaw within hours. The company issued a stat...

The Windsor rental market has lost its edge. Listings on Rightmove sit longer than they did in spring. Some landlords dropped asking prices by fift...

My mother clipped coupons from the Sunday paper. She planned trips around which supermarket had the best loss leaders. Dealing was never about savi...

The hype around local large language models has been deafening. People talk about replacing every cloud service with a model running on a laptop. T...

Pop culture clickbait has not changed in ten years. The formulas are the same. "You won't believe what X looks like now." "Fans are divided over Y'...

The Consumer Rights Act 2015 gives you 30 days to reject something and get a full refund. After that, the retailer can offer a repair or replacemen...

I keep reading about an AI bubble. Every week there is a new piece warning that the spending is out of control and the crash is coming. The numbers...

This week the gap between what AI companies say and what they do got harder to ignore. OpenAI announced new safety measures but then pushed a model...

August 2026I live in Windsor. I see the prices every day. The average detached house in the town hit £720,000 last month. That is up 4% from last y...

People love a bargain. They see a 30% off sticker and feel a rush. They hunt for discount codes, compare prices across sites, and wait for sales. T...

I spent this morning running models on a laptop. No cloud, no API costs, no latency. The hype says local AI replaces everything. The reality is nar...

Notice a video titled "You won't believe what this actor said." You click. It is a 10 minute video with 2 minutes of content. That is the pattern. ...

You don't need a guarantee to return a faulty item. The Consumer Rights Act 2015 gives you 30 days to reject something that's not fit for purpose a...

Intel just laid off 15 percent of its workforce. That is not a company about to sell billions of dollars of AI chips. It is a company admitting its...

The European Commission fined Meta another €400 million for failing to comply with GDPR requirements around targeted advertising. The ruling reinfo...

The big retail parks near the M4 are expanding again. More chain restaurants, more car showrooms, more identikit housing estates on the old farm fi...

You see it everywhere. People celebrating how much they saved. Look at this receipt. I got this for 80 percent off. They are not calculating the ho...

I run a bunch of small models on my laptop. They do two things well. One is structuring messy text. I pipe in garbled meeting notes and get back cl...

Pop culture clickbait has been running the same playbook for a decade. The patterns never change because they never need to. You still see the same...

Most people think they have a legal right to return a faulty item and get a refund. You don't. The Consumer Rights Act 2015 gives you 30 days to re...

The scale of AI infrastructure spending is staggering. Microsoft, Google, Amazon and Meta will collectively spend over $200bn this year on data cen...

The UK AI Safety Summit last week was a masterclass in misplaced priorities. The government put safety before capability, which sounds noble. It is...

The castle queue snakes past the Copper Horse by 9am. Tourists clog the pavement outside the Crooked House. Local shopkeepers say footfall is up 20...

Value shopping is not about buying cheap things. It is about paying the right price for the right thing. Most people confuse price with value. A ch...

I run local models for two things. One is automation that needs privacy. The other is automation that needs speed. Everything else stays on OpenAI....

Pop culture clickbait is not creative. It is formulaic. The same six patterns have dominated headlines for a decade because they exploit how your b...

The Digital Markets, Competition and Consumers Act changed how businesses handle subscriptions. From early 2025, companies must give you a straight...

Spending on AI infrastructure is not a bubble waiting to burst. It is a structural shift that will continue for years.The confusion comes from conf...

Apple’s quiet update to the MacBook Air with the M4 chip got the headlines. But the real story is the price drop on the M2 model. That machine is n...

The cafes along Peascod Street have steady trade. Not full but not empty. A few people sit outside Costa with dogs at their feet. The bookshop on K...

I see people spend hours chasing discounts. They compare prices across five sites. They wait for flash sales. They buy things they never wanted bec...

I spent the last month running local models for small tasks. Not coding assistants or chatbots. Just automation glue.The thing that works: categori...

Pop culture clickbait is not creative. It is a formula that has not changed for a decade. The curiosity gap headline promises information you canno...

If something you buy is broken or not as described, you have 30 days from receipt to get a full refund. That is the law under the Consumer Rights A...

The numbers coming out of the big tech earnings calls are getting harder to justify. Microsoft, Google, Amazon and Meta collectively spent over $20...

The EU Digital Markets Act hit major streaming platforms this week. Spotify immediately added in-app purchases outside Apple's payment system. The ...

The town centre is quiet. More shops are closed than open. The ones that remain look tired. You can walk from the castle to the river and barely pa...

Too many people confuse deal hunting with value shopping. They chase 50% off signs on things they never needed. That is not saving money. That is s...

Running a local language model is not about replacing cloud services. It is about doing specific jobs without sending data out of your network. The...

The same patterns have been running for a decade. A celebrity does something normal. The headline screams "gone too far". A movie gets a mixed revi...

Under the Consumer Rights Act 2015, any goods you buy must be of satisfactory quality, fit for purpose and as described. If they fail on any of the...

The numbers keep going up. Cloud providers are spending more on data centres and chips than they earn from the services those assets support. Reven...

The same week that saw another round of layoffs at a major social media company also brought a report on how much time executives spend on internal...

I spent a good chunk of today testing a local model against a simple automation task. The idea was to have it extract specific fields from an invoi...

I was watching some videos tonight and got caught in that trap where you watch something just because the thumbnail made you angry. The face with t...

Had a mate ring me yesterday. His laptop died 18 months after he bought it. Shop told him tough luck, warranty was 12 months. He was ready to just ...

I was sitting in a pub with an old mate who works at one of the big cloud providers. He was telling me about the numbers they're seeing. Data centr...

Noticed this week that the AI search summaries have gone mainstream. Every query now gives you a paragraph of text before any links. It changes the...

I saw it this morning on my way to the shops. The council painted the lane last week and now cars are parked half on the pavement, half in the cycl...

Spent half an hour this morning watching a bloke on YouTube explain how to save 12 quid on a train ticket by booking six weeks in advance and split...

I watched the Clickbust launch today. It's one of those things you see coming but still surprises you when it actually lands. The premise is simple...

It ran at 8am this morning. I spent the first hour just watching the logs tick over. What caught my eye was how quiet it was. No crashes, no flood ...

Lithium batteries have been banned from checked luggage for ages on the flights I use. But apparently that wasn't across the board. Some airlines a...

Clickbust ran today. First time in production. Six months of work and it finally did its thing without falling over. That moment when you hit deplo...

That's the third one. The third run of this thing where we all get together and cut the noise. It works because we don't try to fix everything. We ...

Today was the first time Clickbust actually ran in production. Not a test run. Not a dry run. The real thing. It caught a few things. Nothing drama...

OpenAI announced Jalapeño today. Custom inference chip with Broadcom, better perf/watt than anything current. Nine month tape-out, fastest ASIC cyc...

Clickbust ran today. That's the weekly newsletter that takes a headline and shows you the mechanics behind it. The one that got me this week was fr...

Today Clickbust ran. Not a test run, not a soft launch. It went out into the wild and the logs started filling up immediately. The idea is simple: ...

Walked past a guy on the street today filming himself. Phone out, talking to the lens, full performance. He was in a suit, outside a Greggs, doing ...

Had a conversation today that turned into something bigger than I expected. We were talking about where the next AI breakthrough comes from. Most p...

Clickbust ran this morning. Nothing special, just another test. But I watched the reaction in real time. A headline hits. People start typing. With...

Everyone talks about the AI bubble like its just a tech thing. Nvidia down 20% and people think grab your popcorn. But this isnt 2000 where the dam...