Hacker News: Tenoke

New comment by Tenoke in "OpenAI and Hugging Face address security incident during model evaluation"

Tenoke — Wed, 22 Jul 2026 08:33:40 +0000

There's ways to make sure env vars get only injected at runtime and arent easily accessible otherwise or to even make them inaccessible to the user your agent is running on, and for you to manually run the code with the right permissions when the keys actually need to be used. Almost nobody bothers doing it though.

New comment by Tenoke in "OpenAI and Hugging Face address security incident during model evaluation"

Tenoke — Tue, 21 Jul 2026 21:14:32 +0000

That's kind of insane. Natural that it's happened, sure, but insane. I know people don't like thinking of it like that, but things analogous to this can easily happen in various domains with today/tomorrow's models given access and a different task.

New comment by Tenoke in "Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber"

Tenoke — Tue, 21 Jul 2026 16:15:16 +0000

It's also very possible that they know their big model underperforms chatgpt 5.6 and fable by too much, so they are focusing on what they can get wins in like speed instead.

New comment by Tenoke in "Fable 5 vs. GPT-5.6 Sol on an NP-Hard Problem: Does /goal help?"

Tenoke — Sun, 19 Jul 2026 11:26:17 +0000

I do that but it ends up putting so much extra crap there that it has the same drawbacks.

New comment by Tenoke in "Fable 5 vs. GPT-5.6 Sol on an NP-Hard Problem: Does /goal help?"

Tenoke — Sat, 18 Jul 2026 13:10:20 +0000

Claude seems to forget what you tell it in very long work sessions (things that take weeks to develop), no matter how many times you tell it which part is extra important. I dont use goal (I guess I should), but presumably it makes it actually remember the most important instruction. I believe this here is about shorter sessions where the issue doesn't crop up as much.

Apple M7 Ultra Chip Planned with Up to 1.5 TB of Unified Memory

Tenoke — Mon, 13 Jul 2026 14:20:15 +0000

Article URL: https://www.techpowerup.com/350711/apple-m7-ultra-chip-planned-with-up-to-1-5-tb-of-unified-memory

Comments URL: https://news.ycombinator.com/item?id=48893163

Points: 5

# Comments: 2

New comment by Tenoke in "GPT-5.6"

Tenoke — Fri, 10 Jul 2026 05:03:41 +0000

>The human brain manages to self-organize with only a fraction of the information that LLMs get trained on.

So? The question isnt can we get to ASI as efficiently as a brain, the question is can we get there, which we likely can. The inefficiencies can also be fixed after that.

>No matter how many trillions of dollars get thrown at the problem, they still don't learn like humans do.

Again, so? Humans are efficient but also bad at many things that transformers are already better at because of it. You are looking at the wrong thing if you think it needs to be like humans.

New comment by Tenoke in "GPT-5.6"

Tenoke — Fri, 10 Jul 2026 03:42:52 +0000

LLMs dont just use text for a while now. It's also not fully supervised for a while.

New comment by Tenoke in "GPT-5.6"

Tenoke — Thu, 09 Jul 2026 19:16:27 +0000

You can watch the whole Lex Friedman interview, it's on youtube. It's not out of context at all. He goes on about how LLMs will never be able to do things that they do trivially. And he has just doubled down for years.

Ive read and watched more of his interviews and lectures it seems, it feels like you just have a rosier idea of his views than the views he repeatedly presents.

New comment by Tenoke in "GPT-5.6"

Tenoke — Thu, 09 Jul 2026 19:02:43 +0000

https://youtube.com/shorts/zQTt8TkcyfU?is=09r7XDqz2w6-Pygu

You probably wont like the edit but I dont have the timestamp of the original on hand, you can find it.

New comment by Tenoke in "GPT-5.6"

Tenoke — Thu, 09 Jul 2026 18:58:56 +0000

>He's merely said they don't think

He said years ago even 'GPT 5000' couldnt do things that they ended up doing fine a month later, let alone by 5000. His later predictions are just moving that goal post including towards them not being able to do more general, harder problems of which Arc AGI is a counter-example.

New comment by Tenoke in "GPT-5.6"

Tenoke — Thu, 09 Jul 2026 18:22:49 +0000

His main anti-LLM predictions have been consistently either wrong or misleading.

There's many ways to skin a cat so you can probably do something with a JEPA approach as well, but I doubt he actually catches up to having agents on the level of where Anthropic/OpenAI will be at any point.

New comment by Tenoke in "GPT-5.6"

Tenoke — Thu, 09 Jul 2026 17:15:49 +0000

Is any of those comparisons about Pro vs non-Pro (Pro is only available in $100+ plans)? I am curious about that but I think Sol, Terra, Luna are different sizes of it without the Pro part, and I want to know how much worse do I have it on the $20 plan compared to if I upgrade.

New comment by Tenoke in "Mistral's Robostral Navigate: a state of the art robotics navigation model"

Tenoke — Wed, 08 Jul 2026 16:35:20 +0000

8B sounds tiny. Of course, that's enough to easily run on device which is nice, but surely the actual SOTA must be some much bigger model?

New comment by Tenoke in "Fable turned reMarkable into Tom Riddle's diary from Harry Potter"

Tenoke — Tue, 07 Jul 2026 05:13:08 +0000

If you are imagining that, you could imagine it with search doing the same 10 years ago, which would have more thoroughly prevented you from researching things.

New comment by Tenoke in "AMD Ryzen AI Halo – $4k AI Dev Kit"

Tenoke — Mon, 06 Jul 2026 18:48:21 +0000

>but you cannot really hold a "portfolio" of it in any sensible way.

xAI effectively did and lucked out to cover their losses and more with it.

New comment by Tenoke in "The AI Superforecasters Are Here"

Tenoke — Mon, 06 Jul 2026 18:45:14 +0000

1. The liquidity is not infinite to compound that easily.

2. The alpha dries up with more players, even in the year or whatever since that founder started.

New comment by Tenoke in "The AI Superforecasters Are Here"

Tenoke — Mon, 06 Jul 2026 18:43:28 +0000

He's been interested in forecasting since a long time before there was any money in it, and still hyped Metacalculus (free research project) and Manifold (play money) because he is interested in the subject. If it smells like an ad it is because your ad sense is faulty.

New comment by Tenoke in "The AI Superforecasters Are Here"

Tenoke — Mon, 06 Jul 2026 18:38:34 +0000

In theory but in this specific example you can make a lot more money on the stock market instead if it's that doable.

In general you should judge different prediction markets differently and read the fulfilment criteria though - some are very ripe for abuse, AI or no, while others are much more ironclad.

New comment by Tenoke in "AMD Ryzen AI Halo – $4k AI Dev Kit"

Tenoke — Mon, 06 Jul 2026 18:19:01 +0000

Yes, in the very long term, but in the medium term where the listed capacities even matter we are not close to that. Really, the cost per gb of vram on flagships hasnt went down since 1080ti and thats not accouting for the recent increases which will likely last for years.