@WoodstockComp
There is also one excellent external candidate who has been very successful outside of Nvidia and offers both technical expertise and solid business management experience. Employees loved working for him. Either one would be great.View quoted post on X
Government imposed policy costs make up 57% of the clearing price of a new flat in London and 42% of a new home in the Home Counties.
Despite a big housing shortage and positive planning reforms, new home starts in England are declining from 182,000 in 2022 to under 125,000 last year.
While the macroeconomic context has worsened with build cost inflation and high interest rates, the Government is imposing more burdens on new homes, not fewer.
Taxes, levies, planning, and mandates add over £440,000 to the cost of delivering a home in London and nearly £225,000 nearby, with several of these imposed recently like the Second Staircase, Future Homes Standard, Building Safety Levy, Biodiversity Net Gain and Residential Property Developer Tax.
Individually these may be justified, but together they are making new homes unviable.
As a result, large developers are buying less land and small builders are going out of business; nearly 4,000 construction firms went bust just last year.
If we want to build more homes, we should be easing the burdens on them, not adding more.
Making housebuilding viable again is the most important issue in housing policy and my co-author, Edward Donovan, has completed excellent modelling showing how big the challenge is.
Read the full report: cps.org.uk/wp-content/upl…
And simulate what changing the policies does with Edward's modelling here: easing-the-burdens.cps.org.ukView quoted post on X
In the spirit of transparency and openness, we are releasing the traces so developers can test this out for themselves. We noticed this behaviour without prefilling with the following prompt, but this is rare. If you want to reproduce it, you can use this prompt with prefilling.View quoted post on X
Open models make for better science and are part of why this problem came to light at all: developers running Qwen3.8 on their own machines spotted the strange links, and having the weights let us study the behaviour in depth.
We're encouraged by the thoughtful discussion our research has sparked across the AI and security communities. It's our belief that open-weight models are an important part of the future of AI, and we've recently released several under the Apache 2.0 license.
Trace, raw tokens, & minimal reproduction script: huggingface.co/datasets/Coher…
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