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$200 a day

Makes it a whole lot worse doesn't it? My Fedora boots under a second in my extremely old and cheap HP. Meanwhile MacOS introducing new bugs and Liquid Glass that hung my m1 air

tbh even if its better model due to lot of restrictions its not that useful than opus.


100% this. There's currently this [1] submission that hasn't gained much attention, but is really important. In this [2] incident report from HuggingFace, they talk about detecting an attack and not being able to analyse the logs / IoC with API models because of guardrails. If not even highly regarded reputable companies can't sort out access to SotA models for blue team use, the raw capabilities don't matter. They're useless paperweights (hah!), and nothing else. Having to resort to open models is insane!

[1] - https://news.ycombinator.com/item?id=48965243

[2] - https://huggingface.co/blog/security-incident-july-2026


Key part from [2]:

"When we started the log analysis, we first used frontier models behind commercial APIs. This did not work [...] We ran the forensic analysis instead on GLM 5.2, an open-weight model, on our own infrastructure. [...] The practical lesson for defenders: have a capable model you can run on your own infrastructure vetted and ready before an incident, both to avoid guardrail lockout [...]"


Tell that to my colleagues. Despite Sol getting the attention, Fable is really starting to have an impact on mathematicians right now. It has unbelievable insights in a lot of cases that can rapidly speed up progress.


this was already possible with chatterbox for a long while.


Yep, this has been the reality now for years. Scammers have already had access to it. I remember an article years ago about a grandma who wired her life savings to a scammer who claimed to have her granddaughter held hostage in a foreign country. Turns out they just cloned her voice from Facebook data and knew her schedule so timed it while she would be unreachable by phone.


or anyone who refuses to use hearing aids.


these are just old senior devs not wanting to accept new changes in the industry.


These are the cutting insights I come to HN for.


Nah you are getting it wrong the issue here is YOU NO LONGER NEED TO LEARN RUST thats why you are learning it slow.


Yeah. AI will write Rust and then you only have to review .. oh.

But AI will review it and then you only have to .. oh

But AI will review AI and then you .. oh ..


Awesome openai has no more moat now


yes amphetamine I use regularly when I want to charge my android phone during travel with lid closed.


That's interesting, I have never needed to do that. My Pixels have always just charged even if the lid is closed, on Intel and Apple Silicon machines. I like to travel light so I often use my laptop as a battery bank instead of carrying a seperate one.


Actually excited 2M context window will be useful in this case


It's literally just adding one extra entry to a configuration file.


I know, but similar updates to Copilot would probably take over a year and they designed it in a way that we got the update now without having to reinstall it.


US election bullshit article


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