Anyone who says AI doesn't boost productivity has never gone through the horror of manually resolving dependency issues in a reasonably complex npm project.
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Reminder that this still contains a massive statistical problem by grouping known-offender with stranger-assault.
Only 8% of offences are 'in public', and only 15% (against women) by a stranger, but these will form the vast majority among Afghan, MENA, and SSA offences, meaning the true relative multiple is many times higher than these stats suggest.
Put another way, the British population stats capture a huge number of offences by people known to the victim - which is unlikely for the above groups where reporting by victims within family circles is even more discouraged by cultural norms and language barriers, and many will be single males without 'known' female circles.
So the apples to apples comparison would suggest rates are something on the order of 6.5x worse than appears on these charts, even factoring the adjustment for age and gender.
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Europe is not like America.
In America, immigrants are almost always less criminal than the native born population.
In Europe, it's the reverse.
The Economist's estimate of Britain's age- and sex-standardised conviction rates for sexual offences by the offender's nationality
economist.com/britain/2026/1…
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…
The reality is UK total (goods & services) exports to EU in 2025 were:
· ⬆️ 18.9% on 2015 (pre-referendum)
· ⬆️ 3.8% on 2019 (before leaving EU)
· ⬆️3.2% on last year.
All in real terms (source: ONS trade statistics)
…
Easy to forget how big of a problem Claude usage limits used to be. Virtually never think about it now. I occasionally check the usage page to check wtf is happening!
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StealMyBitcoin is solved! This is the absolute best explanation you’ll see on how hard #php2shell is to exploit. The author had to trigger a precise memory corruption condition, leak internal memory addresses, bypass aslr, reverse engineer php’s internal memory structures, forge structures to hijack execution, and account for php build differences, worker behavior and timing to get RCE. 20 http requests with a 7 out of 10 success rate. What an amazingly successful CTF. Impressive the creator was able to keep the server up during all the attempts. With all the BS around it’s nice to see something concrete that moves the art forward.
github.com/KillaBoi/StealMyB…
Love this. The💰is still in the wallet. Finally we get some ground truth around how hard php2shell is to exploit. The amount of bullshit flying around from vendors capitalizing on the moment is staggering, And the alert fatigue they’re creating is really going to hurt when a mass exploitable RCE emerges. We still haven’t seen a production site hacked via #php2shell at Wordfence.
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Heads up, @OpenAI and @AnthropicAI. Rumor reaches my ears that you're doing a stupid thing, and should stop before you damage yourselves.
I hear you've now nerfed your models so that when people try to use them to clean the spamware and spyware out of their televisions, you block that.
If you really want Chinese open-weight models and open-source projects like OpenWaldo to eat your lunch, crippling your models so that people paying expensive subscriptions can't use them for completely legitimate purposes is a great way to accomplish this.
If, on the other hand, you'd rather have a volume business, maybe stupid arbitrary restrictions that look like they have the sole purpose of protecting corporate sleazeballs aren't such a good idea.
A word to the wise should be sufficient.
Just gone back to Codex as I needed to do image-gen work, whilst there, picked up same basic workloads. Last time I used Codex, the UI felt miles ahead of Claude Code but the gap is much narrower now.
FT comments never miss.
I don’t think I’ve read such a rational analysis of the situation we’re in for a long time.
I've been in France since 2002 and have never seen the streets so violent nor the politics so extreme. From the sacking of the supermarket on my street to the prospect of Présidente Le Pen, here's me @FT including thoughts from 2 French Nobel laureates as.ft.com/r/addcad57-0f9d-4e…
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Now OpenAI banned for 'REA' Reverse-engineering Samsung TV.
After Anthropic Claude.
OpenAI built Daybreak you know specifically so vetted researchers can do reverse engineering and vulnerability Cybersecurity work, bro doing local RE on his own Samsung TV still got banned for 'Cyber Abuse.
why we need Daybreak? If the program designed for defensive research ends up flagging the researchers.
Should reverse-engineering a device you own, require permission from an AI company or Samsung?
Let’s gooooo
🚨 NEW: Andy Burnham and John Healey are set to force the approval of Rosebank despite the Energy Secretary's reluctance
Minister: "Both Andy and John have decided Rosebank needs to go ahead. The economic and energy security case is so strong"
[@DPJHodges]
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Andy Haldane interview:
**The financial situation is precarious - the penny hasn't dropped in No 10**
'The penny has not yet fully dropped, including in Downing Street. You see that in us having the highest borrowing costs in the G7, despite not having the highest debts and deficits
'It’s the old [Ernest] Hemingway thing, isn’t it? How do you go bankrupt? First slowly, then very quickly.
'Keir [Starmer] lost the dressing room. Andy’s biggest risk is that he loses the dealing room. And then that’s an even more painful way to go, as Liz Truss would tell you.'
**Britain is at or close to being taxed out**
'The truth is, as a nation, we are at or close to being taxed out,” he says. “And we are at or close to being maxed out in terms of borrowing.
'So for me, the economics of this are very straightforward. We have a public sector, a government sector with a balance sheet whose productivity has failed to rise this century. And we have a private sector which is actually primed, its balance sheet is in good shape.
'If you want good growth in every postcode — dear God, I want that as much as the next man, probably just as much as Andy in fact — the root is by unlocking those animal spirits and that means a smaller state, lower taxes and that means lower government spending and tough choices around that'
**The economy could 'crater' without spending cuts**
“This is not a hypothetical risk. Look across the Channel, not just to what’s happening in France, but what’s happening in Greece or Italy or Portugal or Spain a decade and a bit ago. Avoid that like the plague
'Because when you are forced involuntarily into making much more draconian cuts to appease financial markets and get them back on side that will, one, crater the economy. And, two, almost certainly crater your popularity
'That for me is the peril that comes from prevarication on this front. The peril that comes from not using up political capital and making hard choices'
**A 'mañana' Budget does not speak to the urgency of now**
'The public finances dimension is of course a real concern for me. I feel the time to get on top of that is now because who knows what might turn up tomorrow. And a mañana budget doesn’t speak to the urgency of now
'The mañana choices will not be easier tomorrow. They’re going to be much harder. So backloading them, crossing your fingers and hoping that the weather turns, for me would not be the preferred course, would not be the prudent course, and risks next year being even more of a heavy lift than would otherwise be the case'
**Banking taxes are 'penny wise, pound foolish'**
'The point that actually weighs with me most heavily is that this isn’t just about the banks. If you are felt to be a country that is in the business of doing windfall taxes — if you earn profits, the taxman cometh — that is not a hospitable environment for investors.
'It means you mark down the value of UK businesses and mark up the cost of lending money to those businesses. And that is not a good growth strategy over the medium term. Penny wise, pound foolish'
**What does ending 40 years of neoliberalism mean?**
'Have you been to Manchester? You know it’s the embodiment of neoliberalism done well. Success is founded on being a magnetic attractor of capital, or people, of business and culture. That’s what the UK should become'
**What does public control of utilities mean?**
'From kind of full fat nationalisation, which would cost an arm and a leg, right through to tinkering with the regulatory rules. If you’re in the water industry, the energy industry, parts of the transport industry, investors are saying, ‘Hang on a sec, I’m not putting money in here.'
thetimes.com/uk/politics/art…
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As suspected, chicken shops are creating a visa loophole for migrants - turns out more than 3,600 takeaways in Britain are eligible to sponsor skilled worker visas.
Skilled workers. Frying chicken. This is clearly dodgy practice being used as a back door into the country.
As I said to the Telegraph, we also have 1.8 million people unemployed in the UK and a crisis of young people not in education or work. In that context, we should be prioritising jobs for Brits rather than handing out skilled worker visas for chicken shops
When are these people going to get a bloody grip
telegraph.co.uk/news/2026/10…
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Will the 'Boriswave' become a Burnham wave?
Boris-era arrivals now starting to apply for permanent residency - entitled to full welfare.
Shabana Mahmood says it'll cost £10bn unless rules change. She wants to stop it.
My column on her losing battle:-
times-comment.com/bwave
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Laffer curve latest: big increases in the tax burden have reduced tax revenues as companies have been pushed into bankruptcy.
Business insolvencies rose 39% between 2019-20 and 2025-26 as higher taxes and soaring costs caused firms to collapse. HMRC lost £13bn as a consequence.
Nimesh Shah of accountants Blick Rothenberg said: “The UK tax burden is at its highest levels in modern peace time and changes to tax, labour laws and the minimum wage increase have added significant burden to businesses".
“The irony is that the Government increasing the tax burden has had the effect of increasing HMRC’s tax losses.”
Based on experience, it's far more likely that I'd leave Anthropic's ecosystem because of some over-reaching, ideological decision than it is over cost. Opus 5.5 is simply better than what OpenAI offers right now (at least for virtually all my use cases).
OpenAI is winning over Anthropic customers with steep discounts, gaining coding workloads at companies like Rippling and Replit while potentially deepening its own losses. But Anthropic’s renewed lead on OpenRouter suggests better models can quickly win users back.
At least this explains why consumer sub plans were halved I guess...
Whilst humans maintain control over AI, I'm becoming increasingly confident that there will be major economic upside for the upper quartile of most domains; it probably goes further than that too but I feel comfortable around the 25% mark.
I used to think it would be smaller (~10% or less) but the time it's gonna take AI to diffuse through society is way higher than people are estimating imo. Often they're from extremely elite circles or live in cities in the top 5% etc.
I do think it's going to be absolutely brutal (at least in the short term) for the lower quartiles; it's hard to think of a job that has been offshored in the last 20 years, that can't now be done better than AI (I'm open to suggestions on that though).



































