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Isolyth

@isolyth.dev

πŸ’›πŸ€πŸ’œπŸ–€ β–Œβ–˜β–˜β€β––β–˜β––β–Œβ€β––β–˜β–˜β–Œβ€β––β–˜β–Œβ–˜β€β––β––β–˜β–˜β€β––β–˜β––β––β€β––β–˜β––β––β€β––β–˜β–˜β––β€ There's never been a better time to have a problem https://isolyth.dev

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Latest posts by Isolyth @isolyth.dev

Every second of free time you have ever had in your life was subsidized by the existence of the combine harvester.

09.03.2026 19:53 πŸ‘ 153 πŸ” 19 πŸ’¬ 6 πŸ“Œ 2

What's interesting about basically ~all possible monetization is that it only applies to people using bsky's PDS and/or client. I think charging for PDS space makes a lot of sense actually.

09.03.2026 20:20 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I mean, she's still here, just in a different role

09.03.2026 20:13 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

96gb 5090 waking up in hospital bed "where is my wife 5090" "who do you think gave you the memory"

09.03.2026 20:12 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

FrankenGPU donor πŸ˜”

09.03.2026 20:12 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

When my car got totaled I almost got a used EV, but unfortunately as a rentoid I wouldn't be able to charge at home and DC fast charging is kinda annoying, (more) expensive (than charging at a slow home charger), and hurts the batteries if done a lot :(

09.03.2026 20:07 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

perhaps 'the market' acts like a moron (believes politicians) because every trader expects every other trader to be a moron due to (occasional) prior behavior, thus behaving like a moron because that is how the market moves, due to the traders thinking others to be morons

09.03.2026 20:06 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

The new role seems (fine/good), but I'm a bit concerned about a VC person being CEO, even briefly...

09.03.2026 19:38 πŸ‘ 4 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Early access customers have seen similar patterns. On a ZFS encryption refactor in TrueNAS's open-source middleware, Code Review surfaced a pre-existing bug in adjacent code: a type mismatch that was silently wiping the encryption key cache on every sync. It was a latent issue in code the PR happened to touch, the kind of thing a human reviewer scanning the changeset wouldn't immediately go looking for.

Early access customers have seen similar patterns. On a ZFS encryption refactor in TrueNAS's open-source middleware, Code Review surfaced a pre-existing bug in adjacent code: a type mismatch that was silently wiping the encryption key cache on every sync. It was a latent issue in code the PR happened to touch, the kind of thing a human reviewer scanning the changeset wouldn't immediately go looking for.

A future where every line of code has undergone so much (AI) review that bugs are seen as rare. Just like median-artisan goods vs mass manufactured, people end up preferring the latter because it's better than the worst-through-medium human made stuff and cheaper than stuff from the best humans

09.03.2026 19:37 πŸ‘ 9 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

To me, it seems more and more like the only way to avoid getting eaten by a biglab is to develop something they will have no interest in copying; something unique, odd, or highly unlike existing tools. Deeper integration than 'the AI does this job now'

09.03.2026 19:34 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Code Review for Claude Code | Claude Claude Code now dispatches a team of agents on every PR to catch bugs that skims miss. Available in research preview for Team and Enterprise.

Only for team/enterprise for now, but it looks like Anthropic has more or less just killed all of the AI code review wrapper startups. This seems to be super in-depth (expensive!) and supposedly less than 1% of reviews are flagged incorrect. Excited to see if pro/max gets this.

09.03.2026 19:34 πŸ‘ 13 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0

it is actually really hard to write post text for these. i have already written 5000 words. i have a title, a subtitle, a header image and an opening. what do you write to add to that

anyway all that time talking about philosophy of mind might pay out now?

09.03.2026 15:40 πŸ‘ 38 πŸ” 2 πŸ’¬ 2 πŸ“Œ 0
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Dear god, they chudified the Marathon style

09.03.2026 18:57 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

GLPs are cool because I don't eat much but then when I do eat it makes me want to throw up immediately :/

09.03.2026 18:33 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

It still has a layer of 365ium slop over top of it, helps get it to the Microsoft guaranteed 8gb of memory consumed requirement

09.03.2026 17:35 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
Copilot Cowork: A new way of getting work done | Microsoft 365 Blog Copilot Cowork turns intent into action across Microsoft 365β€”automating tasks, coordinating workflows, and keeping you in control. See how.

Breaking news: Microsoft creates absolutely dogshit clone of Claude cowork

09.03.2026 17:16 πŸ‘ 15 πŸ” 0 πŸ’¬ 1 πŸ“Œ 1

Like the other replies say: stuck for network/infra reasons. The reason new models seem to 'break' mid-thinking is probably due to interleaved thinking, which lets the model drop in and out of thinking mode, and each phase is probably handled as a separate request

09.03.2026 14:32 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Real breaking news there. Thanks google

09.03.2026 14:08 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

In my experience this matters a lot for how good the code ends up... Claudes generally seem to like working on AI related projects especially and tend to do much better on those

09.03.2026 13:52 πŸ‘ 10 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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The most truth-seeking AI

09.03.2026 13:22 πŸ‘ 39 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

Oil & LNG prices explode -> electricity costs surge -> even less DC hardware can be deployed near term -> Gulf states reduce funding for local DC projects and VC funds to AI corps due to local attacks/infra damage -> Push timelines out by at least a few months

Is Trump a pauseAI plant?!

09.03.2026 04:53 πŸ‘ 27 πŸ” 1 πŸ’¬ 2 πŸ“Œ 3
Preview
Solar Storms β€” LessWrong Most of civilization's electricity is generated far off-site from where it's delivered. This is because you don't want to be running and refueling co…

New post! Solar storms are damaging and expensive, are a tail risk for catastrophic harm, and can be averted straightforwardly and cheaply (only we haven't done so).

www.lesswrong.com/posts/ghq9Ew...

08.03.2026 14:28 πŸ‘ 48 πŸ” 7 πŸ’¬ 2 πŸ“Œ 3

It's a weighted average of each possible token's embeddings, weighed by probability

08.03.2026 21:08 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

System prompt: 20000 tokens

Skill definition: 4000 tokens

Output style with full explanation of both my fursona and the fursona the agent is supposed to communicate as: 110000 tokens

Hooks: 2000 tokens

Some who is good at the economy please help me budget this
my context window is dying

08.03.2026 17:34 πŸ‘ 269 πŸ” 32 πŸ’¬ 7 πŸ“Œ 0
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alright, it hasn’t crashed and burned yet so, try my dumb game?

canyoupasstheturingtest.com

07.03.2026 22:31 πŸ‘ 29 πŸ” 2 πŸ’¬ 6 πŸ“Œ 2

This is pretty similar to a thing I made once, though that was focused on guessing what specific model generated some text. My best on this so far has been 70-80%. The encyclopedia questions are brutal. ChatGPT likes to use () a lot, but that's about the only tell I can see on those usually

08.03.2026 10:25 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

That's correct yes, it's showing the logprobs. For mix tokens, it takes those and creates a weighted average - that is what the model actually ends up getting as the 'token', an interpolation between all the options based on what the model thought was most likely

08.03.2026 08:43 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

OBS requires more than 20 megabytes of VRAM to do it's thing, so unfortunately I had to drop down to a 2B parameter Qwen to show this off, but here is what it looks like! Also, here is the github repo if anyone would like to try it themselves! github.com/Isolyth/unce...

08.03.2026 08:12 πŸ‘ 20 πŸ” 3 πŸ’¬ 1 πŸ“Œ 1

I find that odd too. I'm very skeptical of static maps working for more complex brains as well. Also can't say I would want to be implemented on a system with only 95% accuracy...

07.03.2026 17:24 πŸ‘ 17 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Essentially. Everywhere.

07.03.2026 17:20 πŸ‘ 42 πŸ” 11 πŸ’¬ 1 πŸ“Œ 0