Viewing profile — kiratp

AISI is capped at 100M tokens and K3 is less token efficient than Anthropic/OpenAI models. There is an argument to be made, looking at AISI results, that with uncapped tokens it wo…

Agents making forward progress hours apart is an expected pattern and inference engines are being adapted to serve that purpose well. It’s hard to do it without killing performance…

OpenAI does this for all API calls > Our systems will smartly ignore any reasoning items that aren’t relevant to your functions, and only retain those in context that are relevant.…

By caching they mean “cached in GPU memory”. That’s a very very scarce resource. Caching to RAM and disk is a thing but it’s hard to keep performance up with that and it’s early da…

At the full current retail API price. Business buyers are paying API prices, not subscription Disclosure: Work at Microsoft on AI

GitHub Copilot CLI lets you use all these models (unless your employer disables them. https://github.com/features/copilot/cli Disclosure: work at Msft

Same contractors (Beoing) who built Starliner... Explaining Why NASA's Starliner Report Is So Bad > https://www.youtube.com/watch?v=L96asfTvJ_A

This is missing a key part of the picture - Nvidia just announced that partners will need to source RAM themselves. OpenAI is basically ensuring that they can actually get the chip…

A loop either never halts or has a conditional. I guess a compiler could elide a “while True:” to a branch-less jump instruction. One hack would be to use recursion and let stack e…

A for loop has a conditional in it. Unless by conditionals we mean “no if/else” and not “no branch instructions”.

A for loop has an implicit conditional in its stop condition check.

This only applies to large employers. Smaller ones are just presentef a limited list of plans to pick from, and the plans change every year. Most of the time, as a startup, you can…

Should the app builder’s ability to “trust” that the hardware will protect them from the user supersede the user’s ability to be able to trust that the hardware will protect them f…

The kind of people in these small teams are not ones to think "work is just work".

You can put the AI on rails by just prompting by it. The latest models are very steerable. System prompt: “stick to steps 1-n. Step 1 is…” I can say confidently because our company…

I see no evidence of that. It seems like they tried to put the AI “on rails” with predefined steps and things went wrong.

So much negativity. I’m just excited that our industry is lead by optimists and our culture enables our corporations to invest huge sums into taking us forward technologically. Met…

This is due to RoPE scaling. > All the notable open-source frameworks implement static YaRN, which means the scaling factor remains constant regardless of input length, potentially…

Hardware can be the same but scheduling is a whole different beast. Also, if you pull too manny resources from training your next model to make inference revenue today, you’ll fall…

> Importantly, we never intentionally degrade model quality as a result of demand or other factors, and the issues mentioned above stem from unrelated bugs. Things they could do th…

Source?

It's an arms race. https://removemysynthid.com/tools/images

lol look up Civil Asset Forfeiture.

> Edit: Letter frequency apparently has just become another scripted output, like doing arithmetic. LLMs don't have the ability to do this sort of work inherently, so they're train…