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0x_rs

2,127 karmajoined 6 лет назад

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Codex reasoning-token clustering at 516 may be leading to degraded performance

github.com
13 points·by 0x_rs·11 дней назад·2 comments

comments

0x_rs
·3 дня назад·discuss
>In Reality, Google's ReCaptcha is a Free LLM¹ Training Solution FOR Google to get Data from Millions of Users Constantly.

Maybe over a decade ago. As it stands now, it's just a surveillance apparatus.
0x_rs
·3 дня назад·discuss
EPP is a corrupt, authoritarian regime that will hopefully not last long. It is not a coincidence the union took a massive, noticeable turn for the worse in 2019 -- the von der Leyen presidencies have done immeasurable damage it will never recover from. They have also been complicit in crime and corruption from Bulgaria, Serbia and Hungary, for years, and that is even if you exclude the Pfizer disaster nobody was held responsible for. They are giving the opposing parties ammunition they need to take them and the dream of a stronger union down, and the only way they can fight back is banning those parties outright, one of which voted completely against this utterly insane, already repeatedly rejected mass scanning. It's hard to think of the union as anything positive when this is the direction it is taking.
0x_rs
·8 дней назад·discuss
Just for context, some european contries have been abusing spyware such as Pegasus so much Israeli firms have cut ties with them, one such example below with Italy. Others have pointed out Greece and Poland. It's quite laughable that a member of the EU parliament would be subject to the same kind of spying activities innocent journalists, activists and possibly normal people are, all of that by the member states of the union, directly contributing to the Israeli companies developing and spreading malware.

https://www.bbc.com/news/articles/cvgmzdjw24yo
0x_rs
·10 дней назад·discuss
They are doing it now. You can already see that captcha around online, and cannot get past it without surrendering your identity to them.
0x_rs
·11 дней назад·discuss
Most likely reasoning being truncated. Refer to this:

https://github.com/openai/codex/issues/30364

https://www.reddit.com/r/codex/comments/1ugyvez/half_of_your...
0x_rs
·13 дней назад·discuss
People are getting real EU fatigue from both sides of the spectrum. The attacks on privacy are the most concerning, the members of the high level group pushing for ChatControl and other surveillance state measures are still anonymous, while the Commissioner's Pfizer chats are still nowhere to be found--not that they would be subjected to the same surveillance as the little people. The needs of those bureaucrats sitting in their glass windowed buildings--with AC still running on their tallest floors where the commission staff works, while shut down on the lower ones--clearly do not match what the average person wants or expects. How much can they push it further? They're only adding fuel to the fire that will replace them with something just as bad, if not worse. It's hard not to be skeptical considering the exceptional level of lobbying steering regulations. The latest is the utterly idiotic, anti-consumer de minimis threshold changes, with an incomprehensible "per category" fee on every purchase outside the EU, lobbied for by EuroCommerce, killing entire hobbyist fields (e.g. anything to do with electronics) in the continent.
0x_rs
·16 дней назад·discuss
>LLMs hallucinate. It's an unfixable problem.

It's not, and the problem is Google shoving those summaries in everyone's face while using the cheapest, lowest model for it. If they cannot scale one that would produce more accurate results, they should not be doing it at all. The product is not ready, and it's a terrible look for them, not that anyone seriously believes they can produce any kind of decent LLM model at this time of course.
0x_rs
·17 дней назад·discuss
The internet, as it was before the one-way ratchet started to close, feels more and more like a lightning in a bottle that nobody in power wants repeating ever again. Everything in the past couple years has been going towards the centralization into a small number of services, walled wastelands that require you forfeit any kind of anonymity to even browse, tightly coupled to the countries they operate in, and especially for tech corpos, practically an extension of surveillance agencies through PRISMesque programs.

Soon enough (and already the case, if you're one of the unlucky ones) you won't even be able to browse it without explicitly allowing Google to track you on every single website you try to access through your Google-approved, constantly monitored handheld device, linked directly to your identity.

Commercial VPNs are not a solution, they're merely kicking the can down the road, and shrinking the number of people that will complain once they will, finally, come for them too, first by requiring strict accountability to providers and age verification, then outright banning any that do not comply.
0x_rs
·2 месяца назад·discuss
NFTbro discovers expectancy effect. This has nothing to do with art or social experiments, so much so it's actually insulting to one's intelligence.
0x_rs
·2 месяца назад·discuss
>Thanks for the report! This was an overactive anti-abuse system. Fixed.

This is the most interesting line to me. "Anti-abuse system"? I would bet the system is far from being just a conditional on a specific filename. In other words, this supposed anti-abuse system might be far more pervasive without the user's knowledge. And perhaps even more importantly, who thought upcharging instead of blocking is the correct approach to dealing with this alleged "abuse"? Is this some anti-distillation feature they let Claude itself write looking at past distillation attempts producing similar artifacts or what?
0x_rs
·3 месяца назад·discuss
You need an account to do anything nowadays. And to have an account on more and more platforms you must verify it with your age providing your face picture and/or ID. LLMs and their consequences accelerated but did not start this trend, and it's only going to get worse. Account fatigue, what must be a real phenomenon at this point, will also incentivize Google Sign-In and worse further impacting privacy and freedom. I don't see how it can get better from here.
0x_rs
·3 месяца назад·discuss
I don't like how the question is setup, both in wording and scenario. Saying "everyone will die unless >50% press blue" sounds more impactful. And pressing red is a free win in this scenario making it a nonchoice. Threshold not being announced or red having some condition would make it more interesting (and at the same time, boring).. unless the point of the question is not to make people discuss blue vs red, but why you should make an irrational decision.
0x_rs
·3 месяца назад·discuss
>To celebrate 3 million weekly codex users, we are resetting usage limits.

>We will do this every million users up to 10 million.

>Happy building!

https://x.com/sama/status/2041658719839383945

Last reset today, after the 4 million users milestone.
0x_rs
·3 месяца назад·discuss
Feels to me it's a battle between who has the most compute. OpenAI does not seem to be struggling with their x2 usage on the new 100 Plan, which is very close to unlimited usage with the best performing model on the highest reasoning setting. Not mentioning the resets every 1 million customers, or the other generous usage multipliers last months. Meanwhile Anthropic seems to be desperately trying to cut down on inference with their changes to reasoning effort and more lately, so they might be focusing on what they consider to be more valuable customers for their long-term strategy. The 20 plan with Opus had gotten so bad on CC they might've just pulled the plug to stop people from complaining about usage limits. If OpenAI can burn money longer and capture the market from the bottom, I think they'd win in the long run.
0x_rs
·3 месяца назад·discuss
If true, very strange change when Codex (at both 20 & 100) is a much, much better deal for a model much better at most coding tasks, with way more usage even with the /fast mode enabled. Is losing most non-enterprise customers the right move for them?
0x_rs
·3 месяца назад·discuss
Some projects or tasks might become impossible to do any debugging or work on in the future, because every bug is potentially exploitable with security implications or can be twisted into something against guidelines. And they're so popular, and any bugs in them so sought for, there's a massive negative signal associated with them. LLM cannot truly infer intent from the user, an innocent request is indistinguishable from a carefully crafted scenario from bad actors, so I would never trust anyone claiming those ambiguities can be solved in their product.

If some LLMs become too strict, they'll simply be impossible to reliably use, and hopefully fail along with their providers. Claude (only reasoning models, after 4) has repeatedly refused to perform translations for text that was not lyrics (poems), it's very stupid.
0x_rs
·3 месяца назад·discuss
Cantor Fitzgerald, run by (Commerce Secretary, Epstein neighbor, and island visitor) Lutnick's sons. It should be noted Lutnick himself was a big proponent of tariffs to replace "some" income taxes -- just not your own.

>Public reporting indicates that Cantor has offered companies the opportunity to trade their legal claim to a future tariff refund in exchange for twenty to thirty percent of the duties the company paid.

https://fortune.com/2026/03/07/winners-supreme-court-tariff-...

https://www.finance.senate.gov/ranking-members-news/wyden-wa...
0x_rs
·3 месяца назад·discuss
I've had good success doing something similar. Recording requests into an .har file using the web UI and providing it for analysis was a good starting point for me, orders of magnitude faster than it would be without an assistant.
0x_rs
·3 месяца назад·discuss
There's a "European Declaration on Digital Rights and Principles", signed by the member states, and I believe the right to access internet freely, without companies being permitted to mandate entire IP addresses blocks being forbidden from routing and within 30 minutes from the request surely would fit within that one, or others, in some way or another. No company should hold that power and it's a serious precedent others states in the union would want to leverage for their own reasons too. Reading this recent TorrentFreak article, the regulations should probably align with the following thinktank's analysis, at the very least:

>The report makes 12 formal recommendations. The most significant is that IP-based blocking should be avoided altogether, due to its inherent tendency to block large numbers of legitimate service sites. DNS-level or URL-level blocking should be used instead.

https://torrentfreak.com/eu-pirate-site-blocking-is-broken-r...
0x_rs
·3 месяца назад·discuss
Seems obvious at this point there needs to be EU-level regulations against individual countries, such as Spain and Italy, implementing these absurd restrictions. It would at least make lobbying from those sports companies more difficult. These same companies have been pushing for banning VPNs -- consumer VPNs -- as they easily circumvent half the internet going dark because of some dumb sports event, and they're going to be targeted next when everyone's using them. It doesn't help "piracy" always ends up being an excellent excuse to undermine everyone's privacy.