Does this work by just training once with next token prediction? Want to understand better how it creates fluent sentences if anyone can provide insights.

Hmm redundecy?

Could anyone recommend a budget tooling (has most features desired, please explain) to capture on wire like an oscilloscope. Help understand what kind of sample rates needed etc. features desired, cost and any recommended brand/models to get by. Thx!

The QSGMII signals in this blog are very high speed. Beyond the range of what you can measure with budget tooling. Even the probes for such lines are thousands of dollars.

There are some budget sampling oscilloscopes on the market, but budget is still mid four figures and up. That's before probes, cabling, and other things you'd need. Sampling oscilloscopes are only useful for repeating test patterns sent by SDK tools, not for capturing normal data as it goes by

It's possible to look at Ethernet signals with oscilloscopes in the budget range but you would need appropriate fixtures to tap the line. Even at those speeds, touching a regular oscilloscope probe on to a wire disturbs the circuit so much that it might stop communicating.

At the other end of the scale, looking at classic 10M Ethernet signaling is perfectly doable with a sub-$1k scope, and 100M should also be fine with anything 500MS/s or higher. Note that Cat5 is rated for a bandwidth of 100MHz.

What workflows (similar or any modern practices) exist today - would anyone share their workflow for html/html5/canvas, etc.

Someone know any technique to watch what sent to the Dbus from running A. I want to then redo and implement my own A. Welcome any steps I can take.

Nice! Ok, any list or core libraries used to help to create something like this?

Three.js for the bulk of it, and it looks like Rapier is being used for physics.

Three.js

Cost break down please

You're not where you think you are.

Noticing number of major planes incidents suddenly over last few weeks ...

I would love to see an analysis of whether airplanes are still the safest way to travel if windowed to the past 30 days.

Yes, but so far no theory or link about the new administration

There's a new administration in Canada?

It's an American plane, serviced and maintained by an American company, and flown by an American airline. Pretty sure they're referring to that.

Pretty sure the wind doesn't care about what country the plane is from.

Seems to me it was either unavoidable or Canadian air traffic control shouldn't have let them land in those conditions.

Nothing to do with Trump or the FAA, as much as people would like it to be.

Never let a crisis go to waste I guess?

The FAA will actually fully investigate this as the issue COULD be due to pilot error or equipment failure. So it is still potentially an issue outside of the weather.

Do you have a source or are you pulling that from nowhere?

Because the NTSB helps investigates. And the host country leads the investigation.

And yes it could be anything, but most likely it was the bad weather.

If you're going to speculate, go for the most likely one.

It was a Delta Airlines flight from Minneapolis so an American airline.

Perhaps you should look into the details of this story a little bit more ?

Google for Minneapolis Musk / Toronto Musk and the theory writes itself.

Is correlation not enough to start an investigation?

Could someone recommend one starting out (something beginner could use and has enough, good functions for continued use into later advanced projects without running into limitations for 'most' projects).

Would be helpful to understand the what limitations might be encountered such at the frequency.

Buy a Pinecile[1] from Pine64. It's currently discounted to $25.99 (excluding shipping), and it's both cheap and has a great feature list that makes soldering a breeze.

1. https://pine64.com/product/pinecil-smart-mini-portable-solde...