One should never draw a redline they aren't willing to cross. Trump of all people should know this, he gave Obama shit for years over the uninforced redline with Syria over chemical weapon use.
To Trump, when someone else does something, it's worthy of reproach, but when Trump himself does it, it's the cleverest 4D chess anyone could ever imagine.
A more fundamental aspect of his character is that everything his enemies does is bad and stupid and everything he does is good and genius.
So if Obama allows red lines to be crossed, it's totally different. Trump has a long history of bluster and hyperbole and - look - we re-elected him so I guess it can be a winning strategy.
Or it was. Now that people are calling his bluff on tariffs and genocide, there isn't so much winning.
Its hard to say because Pixel comes prepacked with a lot of models, not just ones that that are text output models.
With the caveat that I'm not on the pixel team and I'm not building _all_ the models that are on google's devices, its evident there are many models that support the Android experience. For example the one mentioned here
Yes of course, but I imagine there's only one main LLM on the device. Otherwise it's a waste of space to have multiple multi-gigabyte models that you then have to load into memory.
I find the benchmarks to be suggestive but not necessarily representative of reality. It's really best if you have your own use case and can benchmark the models yourself. I've found the results to be surprising and not what these public benchmarks would have you believe.
Of course I expect it is vibe coding. It would be insane to code anything by hand these days. But that doesn't mean there is no creative input by the author here.
There's a lot of errors you can miss by coding by hand, even as a seasoned developer. Try taking Claude Code, point it at your repo, and ask it to find bugs. I bet it will.
Claude is actually a crazy good vuln researcher. If you use it that way, your code might just be more secure than written purely by hand.
Depends on what you’re building and whether it’s recreational or not. Complex architecture vs a ui analysis tool, for example. For a ui analysis tool, the only reason you code by hand is for the joy of coding by hand. Even though you can drive a car or fly in a plane there are times to walk or ride a bike still.
I genuinely believe this. Even if you're inventing a new algorithm it is better to describe the algorithm in English and have AI do the implementation.
You said it’s untestable but then said a Swedish hospital did a study on it? I don’t see why things can’t be tested over a long term. There are many such studies.
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