I exclusive use complete fullscreen mode for apps i'm actively using and on large screens connect the workspaces, on small screen swipe back and forth. So I you never actually use that.
The practical key point is: if you want to do a large migration is to have a very good & extensive test suite that Claude is not allowed to change during the migration. Then Claude is extremely impressive and accurate migrating your codebase and needs minimal handholding. If you don't have a test suite, claude will be freewheeling all the way. Just did an extensive migration project, and should have focused on the test suite much more.
Yeah, apparently the original library has nearly 4,000 tests. This would have been impossible without those. This speaks to the power of testing. The lack of discussion here also shows how under-valued it is.
It’s the business characteristics I like. Recurring and one off revenue, big market, growing, regulations. The exam barrier to entry rather than 4y apprenticeship like plumbing
Some of us love it, bit intense sometimes, but fun. So I guess we get to decide it ourselves what we prefer.
I know many will then say, BUT QUALITY, but if you learn to deal with your own and claude quirks, you also learn how to validate & verify more efficiently. And experience helps here.
It's a civil proceeding not a criminal proceeding so he would not be incriminating himself.
He could argue that by answering he would be admitting crimes and opening himself to criminal liability. But there's a possibly they give him immunity and that route is taken away.
IANAL either but I'm not sure anyone involved in the civil case would have the power or authority to grant criminal immunity (perhaps up to and including the judge, at least local to me the civil judges do not do criminal cases - there is no overlap).
It sure would be nice if this standard of conduct in court were also upheld for the US federal officials who refuse to answer or straight up bold faced lie in court. But nah, it only ever happens to normal people.
You are missing the point. When these crimes are proved in court they get lower sentences. The lower conviction rates are unavoidable. The shorter sentences are not.
I remember once reading two bits of news about people given similar sentences. One for copyright infringement, the other for sexual assault of a teenager.
I worked on a project that did fine tuning and RLHF[1] for a major provider, and you would not believe just how utterly broken a large proportion of the prompts (from real users) were. And the project rules required practically reading tea leaves to divine how to give the best response even to prompts that were not remotely coherent human language.
[1] Reinforcement learning from human feedback; basically participants got two model responses and had to judge them on multiple criteria relative to the prompt
I made the argument multiple times that the right answer to many prompts would be a question, and it was allowed under some rare circumstances, but far too few.
I suspect in part because the provider also didn't want to create an easy cop out for the people working on the fine-tuning part (a lot of my work was auditing and reviewing output, and there was indeed a lot of really sloppy work, up to and including cut and pasting output from other LLMs - we know, because on more than one occasion I caught people who had managed to include part of Claudes website footer in their answer...)
I upgraded to a new model (gpt-4o-mini to grok-4.1-fast), suddenly all my workflows were broken. I was like "this new model is shit!", then I looked into my prompts and realized the model was actually better at following instructions, and my instructions were wrong/contradictory.
After I fixed my prompts it did exactly what I asked for.
Maybe models should have another tuneable parameters, on how well it should respect the user prompt. This reminds me of imagegen models, where you can choose the config/guidance scale/diffusion strength.
Switching llms is like switching a car. Its a bit annoying in the beginning, it responds slightly different and you need to change you subconscious habits before it feels comfortable. Why everyone always complains about new models. So unless there is a very obvious improvement; most users will prefer to stick to their current llm
That has not been my experience at all. My mom and dad were able to switch from ChatGPT to Gemini without any friction whatsoever. I myself round robin between Claude, Gemini and ChatGPT all the time.
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