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edot

1,554 karma · joined November 27, 2020

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edot··on ChatGPT and Codex usage limits merging
Are they though? They just rolled out free API credits for Pro users. So $200 of free API credits once a month (expiring in the month) along with the other benefits of the plan. Not something I'd do if I was worried about spend. Of course it's a ploy to get you to lock into their platform longer term but ... it's an LLM API. You can swap them in 10 minutes with an LLM.
edot··on Memdoor: A team of 5 Qwen3.8-27B models beats Fable 5 on LiveCodeBench Hard
Yep, fully satisfied with DS 4.1 Flash or GLM 5.3 Flash. I prefer using one chat at a time, actually thinking through things with it, as opposed to the YOLO run all night multi-agent thing. I mean I’m still okay with subagents if my main thread needs to explore a few options and then report back, but all on the same idea.
edot··on Claude Duet is the first personal-assistant-type harness that feels useful
Isn’t this just a scheduled prompt? That’s already a feature. We’re reinventing the cron job.
edot··on LLM Voice
You’re not talking to someone from Japan, are you? If so perhaps they’re using an LLM to translate?
edot··on Gemini 4 Carbon
Can’t stand these paternalistic companies gatekeeping new models because “cyber”. We saw how this went with the PHP vuln last week with defenders using special / early-access models and then saying “hey there’s a vuln we won’t say what it is but it’s there and we won’t patch it until tomorrow”, and with the huggingface devs having to use Chinese models to defend from OpenAI because their American models wouldn’t help because cyber.

Any bad actor worth their salt is already a) going to have the weights downloaded, forever, to various models that are good at hacking and b) is out of reach of the U.S. government anyways. A ban on open weight models, plus paternalistic gatekeepers of cyber models like the big labs, just opens up Americans and American companies and municipalities to hacking from abroad. Or I guess to a really nice racket where only the big labs can offer a “we’ll continuously monitor and improve your cybersecurity for millions of dollars a year”.

“We're taking a deliberate approach to rollout and are actively engaged in the U.S. government’s voluntary process for pre-release model testing. Starting this week, we will make Carbon available to a subset of cyber defenders and will gradually phase access to additional trusted partners through our Fairwind Program. We’re continuing to gather feedback and iterate on guardrails before making Carbon available to developers, businesses, and consumers via our product surfaces as soon as possible.”

edot··on US Government is hiding a secret court ruling about how it spies on Americans
The difference is willingness to act on said spying. Luckily, despite the massive surveillance capabilities the U.S. "Intelligence" Community has, they don't seem to really mess with regular citizens all that much. This gives some credence to the "if you have nothing to hide, you have nothing to worry about" point of view, but only if you can guarantee you have nothing to hide (which can change drastically depending on who is in power, hence why I don't believe in this - the classic example being that hiding one's religion in and around Germany in the 1930s and early 40s was not seen as important until it was really important).

China and Russia (and to some extent, the UK now) will absolutely act on the spying they do. Or just act and say they had a good reason. China and Russia are dictatorships. One of them has a very competent and hard-working population which succeeds in spite of the dictator, the other is a gas station with nukes that survives solely because of said nukes.

edot··on US Government is hiding a secret court ruling about how it spies on Americans
It literally is both sides though. Congress, courts, and executive all love spying, have for decades. Do you have evidence that the Democrats have tried to curtail anything?
edot··on The Mythical Man-Month in the Age of AI
Has nothing to do with knowing the answer, and everything to do with infinite persistence. I believe any current-generation LLM can, given an environment where it can experiment rapidly, do anything.
edot··on US Government is hiding a secret court ruling about how it spies on Americans
"Wyden has also warned about a classified interpretation of Section 702 that he says multiple administrations have relied on and refused to declassify. “When it is eventually declassified,” he said in March, “the American people are going to be stunned that it took so long and that Congress had been debating this authority with insufficient information.”"

Spying on American citizens is a bipartisan point of agreement.

edot··on The Mythical Man-Month in the Age of AI
Right, the key being a fast feedback loop. I have full confidence that the same LLMs that can do these crazy math proofs could also do crazy biology, even cancer research, but they simply don’t have the cycle time low enough because they require actual physical experiments, often on living things, often over long time horizons. Even if you perfectly automated a lab, made thousands of them, you’d still be unable to match the speed of iteration that one gets with pure math and computing problems.
edot··on Microsoft offers mass buyouts for roughly a quarter of its workforce
If you believe in government-measured CPI, sure. No one I know (very median people) would say they’re doing better economically now than ever before. Literally zero people I know would say that.
edot··on CVE-2026-111943: Compromised Intermediate Certificate Authority
Yeah, the entire internet is a dark forest now.
edot··on Timestral: Mistral's time-series foundation models
Very nice. It’s mind-blowing to me that it used to take me months to build and deploy a forecasting model five years ago. Now in minutes I can use something like this, implemented with help from an LLM, and get apparently quite good results (and fine-tune on my data, it seems).

Speed looks nice too. I want an open weight model with this performance now.

edot··on Claude reveals ECDSA curve origins
This makes no sense. If Satoshi's wallets come alive, Bitcoin goes to zero because they were clearly hacked, meaning the entire tech is suspect. Or it would also go to zero but because it's revealed that Satoshi is GCHQ or NSA and the entire tech is suspect. This would happen within minutes.
edot··on Apple HomeView
Yes, it’s insanely slow now. So bad, I unenrolled from the beta. I mostly use Siri for reminders and alarms and somehow it was spending upwards of 5 seconds on the new Siri AI to do these tasks. Unusable.
edot··on “Math 2.0” will need to value mathematical progress more holistically
Oh boy, please not 2. What if this was a thing already and, since neither Newton nor Liebnitz had kids, we all had to pay some investors who bought the rights to calculus every time we took a derivative.
edot··on Sharing AI progress in mathematics
Sure and if I make a half court shot after an hour of trying, the result only took 1 second.
edot··on Meta’s Muse is an adorable privacy and security dumpster fire
Quote was from Thiel FYI. https://youtu.be/B7yl7fEHeKM?t=840
edot··on Germany: Ex-spy chief arrested for espionage
But also: “Whoever allies themselves with the enemies of our liberal democracy will be found out“. So … Russia?
edot··on LeCun has "zero concerns" about AI wiping out humanity, recent "rogue" incidents
I must admit I only watched a clip, not the full interview. The quote I’m remembering was something along the likes of AI being more dangerous than nukes. In literally no circumstance is that true. One is a literal nuclear bomb. You wouldn’t say that a nuke is as dangerous as AI, which logically must be true if the reverse is true. You also wouldn’t say a diagram of a nuke is more dangerous than an actual nuke …
edot··on LeCun has "zero concerns" about AI wiping out humanity, recent "rogue" incidents
Absolutely based. Finally someone of stature in the industry calling this whole fear overblown. Bill Gates sounded like a nontechnical goofball in his Ezra Klein interview where he basically just screamed that the Terminator is real.

There are lots of real worries (government use to suppress the people with minimal manpower or popular support, brainrot and fake news, unemployment due to the belief that LLMs can replace people, education collapse, etc.) we should instead be looking at. This whole rogue AI shtick is tiresome.

edot··on GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price
Proof? Like, do you have logs or something? Not calling you a liar but this seems not correct based on my usage.
edot··on Has Violence Against Teachers Become Accepted by Society?
Well, not exactly. Have you ever seen the quality of life of someone on substantial government assistance? It’s not a life I’d want. No one lives on food stamps and Medicaid because they enjoy it.
edot··on Ember-1
There’s a safer way to do this with nearly no added friction. Give it a read only API key. Then just ask it to write the API calls into a bash script and then read it and run it yourself. The agent can still inspect the live resources and diagnose and give you more commands to run. I do agree I wouldn’t give it create / write access.
edot··on Jev and System One Models: Calibration Beats Accuracy
Humans don’t use “quietly” in normal parlance. Come on man, try harder.

Edit: Dude, you didn’t even use the thing you’re talking about? It’s on OpenRouter. Do better!

Edit 2: OP is a ~60 day old account, only other (positive) commenter is a ~48 day old account. Sus.

edot··on Google’s Project Suncatcher to put ML infrastructure in space
Surely if this were the reason, you'd just put it in international waters?
edot··on ArXiv receives multiyear commitments to support it as an independent nonprofit
It’s good for getting free access to preprints which are often close enough to the paywalled real papers in journals. If I find a paper I want (or more realistically, if ChatGPT finds a paper it wants for me), but it’s behind a paywall, odds are the authors put a preprint on arXiv.
edot··on ArXiv receives multiyear commitments to support it as an independent nonprofit
Tom Dietterich (Editor in Chief at arXiv) posted on LinkedIn the other day that they’re having trouble keeping up with the onslaught of AI-generated papers. Lots of suggestions in the comments but no magic bullets.

It’s ironic that the LLMs which benefit so much from reading arXiv papers of yore are now being used to pollute it. Personally if I see a single author post 2023, I assume it’s junk, especially if they’re not from an actual research institution. Not all solo independent researchers are phonies but … many phonies are solo independent researchers.

OpenReview is okay but even some of the reviewers are apparently using LLMs or just hardly reading.

edot··on OpenAI is enlisting an influencer army to make it look 'good for the world'
Sure, but I was replying to a comment saying that they "won't sell". My point is they absolutely do sell.
edot··on Jev Can't Be Calibrated
It's on OpenRouter if you want to try it.
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