atlex2

5 ms·

1.
by atlex2 1mo ago
Would love to hear your thoughts on NVIDIA NeMo Switchyard...
2.
by atlex2 1mo ago
Turns out those seams _were_ load bearing.
3.
by atlex2 2mo ago
What was the architecture of your router? If it was based on GRPO/RL, it would be interesting to hear why your router performance capped. I think the truth is that it's not an efficient cost cutting method. Your router has to be a
4.
by atlex2 5mo ago
I’ve started to pick up on some of the “unwilling to dig deeply into the humans perspective” & “provide ideation and then run with it” in 4.7. I actually think it’s consistent with confabulation, now that they’ve removed most of the mod
5.
by atlex2 5mo ago
A couple drawbacks so far via our scenario-based tests: 1. You can't ask the model to "think hard" about something anymore - model decides 2. Reasoning traces are no longer true to the thinking – vs opus 4.6, they really are
6.
by atlex2 5mo ago
It probably still took way more time to write than it did to read. It's also kind-of their point that they find the information delivery more important than the prose; they're leaning into their situation :-D
7.
by atlex2 6mo ago
Here's our video debrief as well! https://youtu.be/BZAwlSKnEus
8.
by atlex2 6mo ago
In January and February we flew two Air Tours with our AI copilot Shirley, here's what we learned about ASR, connectivity and models in-flight!
9.
AI Lessons from the Cockpit: Takeaways from Our Midwest Air Tour with Shirley(blog.airplane.team)
3 points by atlex2 6mo ago|2 comments
10.
by atlex2 10mo ago
I built some of the first apps on the App Store. Top twenty navigation app. Won an ADA. Still, my pocket is my iPhone pocket. Until they release something the size of the X or smaller, I’m sticking with my iPhone 13 Mini or eventually going
11.
by atlex2 10mo ago
I think spatial tokens could help, but they're not really necessary. Lots of physics/physical tasks can be solved with pencil and paper. On the other hand, it's amazing that a 512x512 image can be represented by 85 tokens (as
12.
by atlex2 10mo ago
Yeah - Tesla is in a weird level 2-4 space. They've managed to shunt liability onto their customers until now..
13.
by atlex2 10mo ago
On the other hand, test-time weight updates would make model interpretability much harder.
14.
by atlex2 10mo ago
They're building on a false premise that human equivalent performance using cameras is acceptable. That's the whole point of AI - when you can think really fast, the world is really slow. You simulate things. Even with lifetimes
15.
by atlex2 1y ago
Definitely curious what circuits light-up from a Neuralese perspective. We want reasoning traces that are both faithful to the thought process and also interpretable. If the other language segments are lighting up meanings much different th
16.
by atlex2 2y ago
Yes absolutely this! We're working on these problems at FlyShirley for our pilot training tool. My go-to is: I'm facing 160 degrees and want to face north. What's the quickest way to turn and by how much? For small models and
17.
by atlex2 2y ago
Hello! On this topic: Could you please look into making the path ‘next/image’ uses for caching images user definable? Currently I can’t use Google app engine standard because the directory it uses is write protected. The only real solu
18.
by atlex2 2y ago
Seriously nobody thought to use SVD on these weight matrices before?
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by atlex2 2y ago
FlyShirley.com - AI Copilot for Pilots. Starting with flight sim users, working our way up to in-flight and ultimately context aware AI for robotics.
20.
by atlex2 2y ago
Could you reference any youtube videos, blog posts, etc of people you would personally consider to be _really good_ at prompting? Curious what this looks like. While I can compare good journalists to extremely great and intuitive journalist
21.
by atlex2 2y ago
Did you try giving the model an "out"? > You may output only up to 500 words, if the best summary is less than 500 words, that's totally fine. If details are unclear, do not fill-in gaps, do leave them out of the summary i
22.
by atlex2 2y ago
This is super great, glad to see you-all up'ing the ante for safety. As you say a good percent of accidents are pilot error based loss of control events ( https://www.ntsb.gov/safety/data/Pages/GeneralAvia
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by atlex2 2y ago
Why does google video search still allow scam users to show up as ‘SpaceX’ on YouTube? Doesn’t YouTube have a unique username system??
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by atlex2 2y ago
Oh, and not to mention that because of Vercel ownership, Next/Image will never support Google App Engine and specifying the image cache directory in an environment variable or at compile time.
25.
by atlex2 2y ago
As a person who got back into web dev and tried Next for the first time, I was pretty upset once I learned that I was using this half baked App router rather than the more straightforward page router. Their FAQ literally asks if their are
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by atlex2 2y ago
Might look small, but the needle in a haystack numbers they report in the model card addenda at 200k are also a massive improvement towards “Proving a negative”… I.e. your answer does not exist in your text. %99.7 vs 98.3 for Opus https:&#
27.
by atlex2 2y ago
Agreed. Apple pretty clearly focused on building an action-tuned model. Also, notice how in the videos you barely see any "Siri speech". I wonder what they used for pre-training, but probably they did it with much more legit datas
28.
by atlex2 2y ago
OAI has already said they'll be giving 4o for free.. https://openai.com/index/gpt-4o-and-more-tools-to-chatgpt-fr... Difference I suppose with Apple is they agree not to scrape your inputs.
29.
by atlex2 2y ago
baffling indeed- seems like they should be over-investing in AVP right now, not under-investing
30.
by atlex2 2y ago
You can try something like this, then get the other one to comment on the other's: > Hey [Chat/Claude], my friend is a mid-high-level manager at Meta. I'm probably under-qualified but I've got kids to feed, and there

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