auspiv

also consider oh-my-pi. it is much more "batteries included" than Pi

And exactly how many tokens (please do the breakdown for prefill vs decode) does a Claude $20/month plan include?

This team is in a tough spot - they'll need to innovate and get their models in a good spot quickly. They are racing the clock against various similarly sized models being burned into ASICs and running at a similar speed (or faster).

I think the question is probably more along the lines of - why not do a database with 100 TB of storage/records instead of a cache? tomato / tomato.. especially with smart caching in front of database. 100TB of flash is a good bit cheaper than 100TB of memory

I'd take qwen3.6 (3.8 as of tomorrow) 27B running at 17k per second first on the way to Sol/Fable! And then dsv4-flash-0731!

Opus 4.5 level of performance is also accessible with deepseek-v4-flash-0731 (0731 being the july 31 update) which is much, much, much smaller. 2x RTX pro 6000 blackwell can run it. 4x can run it very comfortably

Modern dell desktops (like 8th gen+) idle around 10W. Raspberry pi isn’t saving much

“Search session history for when we discussed XYZ”

https://github.com/nerdyaustin/memory_mcp

You can skip all the sync stuff, not necessary at all

which would make it the 37th+ spacecraft to hit the moon

(most S-IVB rocket stages and Lunar Module ascent stages impacted the Moon - not tracked individually on that page)

https://en.wikipedia.org/wiki/Category:Spacecraft_that_impac...

Well when a huge part of potential revenue is all in on Bedrock... you need the harness to be able to talk to Bedrock. And Vertex. And all the other places these models are hosted. And allow for proxy because many businesses do not all direct internet access... all valid business reasons.

This is/was classic market segmentation. Want ECC? Pay up for Xeon (server/workstation CPU)

Statistically speaking if each part of the Luna run has a 90% chance of being correct, 5 of those is 0.9^5 = 0.59 = 59%. Or one Sol run being maybe 95% correct? Exact numbers vary of course. But then again having sol verify at end may be cheaper.

you don't. they are distinct entities. https://platform.claude.com -> api keys

The current natural gas price in West Texas (the WaHa hub, north of Coyanosa, TX) is negative. And has been for a while. The price peaked (dipped?) to -$9/MCF a couple months ago. That means gas producers had to pay $9 per MCF for it to be taken away. Oil in the Permian comes with gas, a lot of it, so to produce oil, you need to get rid of gas. Wells I'm familiar with have 4000-5000 cubic feet of gas per barrel of oil. Recall in oilfield M = thousand, so that's 4-5 MCF per bbl of oil.

There is no free gas pipeline capacity to get gas out of West Texas. Any time new pipelines are built, they are filled within months.

This makes a ton of sense for oil producers (which are also gas producers) who can sell their gas for less of a loss (potentially a profit!) and also for MSFT who can lock in long term contracts for minimal cost. I'd guess these contracts are for $1-2/MCF which is win/win for the oil companies in the area and MSFT.

Wow, not one mention of the env vars that have a far greater influence on how the models actually work under the hood - https://code.claude.com/docs/en/env-vars

Very important for bedrock deployments and other not-as-standard deployments

Key for how I've deployed it - disable adaptive thinking, max thinking tokens, disable telemetry, etc

GPT-5.5 is a solid leap with Codex or other harnesses. Opus 4.7 I still don't understand how people use... I tried it for a day or two, have tried it for a few hours every week or so since release, and still use 4.6 as daily driver (with xhi thinking).

And their spreadsheets don't?

probably same thing for boeing 787 jets - https://www.theregister.com/2020/04/02/boeing_787_power_cycl...

says 51 days, which would be an interesting number of (milli)seconds

apparently you can straight up duplicate/add/rearrange layers without changing any of the weights and get better results as well - https://dnhkng.github.io/posts/rys/

There have been a couple "studies" and comparing various frontier-tier AIs that have led to the conclusion that Chinese models are somewhere around 7-9 months behind US models. Other comment says that Opus will be at 5.2 by the time Qwen matches Opus 4.5. It's accurate, and there is some data to show by how much.

Wow, 249 CHF for 8x fans is insane. The grip Noctua has on people! Nice workstation.

Using this with tmux and various VPN tech. Main issue is scrolling. Termius + tmux don't scroll very well. And I've been led to believe tmux is necessary to keep sessions open when I turn off my phone screen

Thanks! How I eventually found it was stripping stuff back layer by layer. And by that I mean I started with the raw camera feed and got to where things worked well in a different swift view. And then from there, peeled stuff back from the main process feature by feature. And then bam, aircraft were exactly where they should be (minus the compass inaccuracy). I even had stuff like drawing mountain peaks (I live near Denver) as "aircraft" to figure things out, determining different FOV at different zoom levels (a lot of AI keyed in where the boxes would move in one direction at low zooms, be completely correct at some middle zoom, and then in the opposite direction at high zoom).

And that peeling back was me looking at each function to see what it did (I am a dev, but not for SwiftUI). So yep, can't vibe code it all!

ZScaler (at work) classifies this whole site as

Website blocked

Not allowed to browse Weapons/Bombs category

You tried to visit:https://relaxing.run/blag/posts/top-gun-landing/

And real therapists are good right?

a 16" natural gas pipeline moving 200 MMscf/d at pressures >1000 psi (relatively standard numbers, 16" can go up to ~600 MMscf/d) has a power transport capability of 2.5 GW (thermal). burn that in 60% efficient combined cycle turbines and you get 1 GW of electricity. that's a lot easier than building 1 GW of electric transmission lines.

Other countries are very much the same. Almost always located near giant hydroelectric generation facilities. Brazil + Russia are two big ones that come to mind. Probably China too.

DDR4 prices are up 2-6x in the last couple months depending on frequency. High end, high speed modules (e.g. 128GB 3200MHz LRDIMM) are super expensive.

Believe me, I have read that post/comment quite a few times. There are actually Pi 4 hats for sale for audiophiles (that seem to believe that you need 54000000.000 MHz system clock or whatever it is for Pi4 (Pi3 is 19.2 MHz) for optimal audio) that have an OCXO on them. But in another comment I said I'm not sure my soldering skills are that good.