Viewing profile — justinl33

So nice to see GPU's being used for classical reasons again.

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This is good. PR review has been completed neglected basically from day 0. Did some self-research on Reddit about why ( https://www.reddit.com/r/github/comments/1gtxqy6/comment/lxv…

entity-oriented models are more stable over time compared to procedure-oriented RPC. In my experience, starting with resources/entities and mapping operations to them does lead to …

I disagree that OpenAPI is just RPC mapped to HTTP. A well-designed OpenAPI spec can be quite RESTful. The problem is many developers don't take the time to design good resource mo…

> This is the first open research to validate that reasoning capabilities of LLMs can be incentivized purely through RL, without the need for SFT. This is a noteworthy achievement.…

I've built similar systems using Apache Airflow and Temporal, but the complexity was overwhelming. Using simple maps with enter/leave phases for workflow steps is much cleaner than…

It's giving _Students for Fair Admissions v. Harvard_

human stereo vision processing has incredibly sophisticated noise filtering capabilities that are still hard to replicate in software. The shimmering effect people report is essent…

let's thank him for making some absolutely god-mode architectural calls (protocol layering, manufacturer agnosticism, etc.)

this is good. the automated systems were getting increasingly byzantine, with layers of rules trying to patch edge cases, which just created more edge cases.

I've maintained several SDKs, and the 'cover everything' approach leads to nightmare dependency trees and documentation bloat. imo, the LLM paradigm shifts this even further - why …

Exactly

nice, thanks for sharing!

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I strongly believe that the addition of every metric brings with it an associated productivity tax in the form of: 1. time spent doing things that exploit this metric 2. time spent…

> The guardrails are made of laws, not morals damn.

The wall is a red herring 2. why was a commercial airliner attempting a no-gear belly landing with full fuel load on a runway that's only 2,800m, rather than divert to Incheon?

Python's module loading mechanism is thread-safe by default, and module-level variables are effectively singletons. This would suffice: _connection = None def get_connection(): glo…

a simple docker run --memory=512m --cpus=1 could have at least limited the damage here.

this research actually demonstrates that AI will reduce the phishing threat long-term, not increase it. Yes, the 50x cost reduction is scary, but it also completely commoditizes th…

you need to negotiate a proper shareholders agreement for that 1% with specific anti-dilution provisions and tag-along rights. The military pivot actually gives you leverage - defe…

historically, maritime navigation has always required much higher precision since a small error compounds into missing an island entirely. land-based measurements could afford to b…

the real technical achievement here is maintaining consistent camera sensitivity over 4 years. Most consumer CMOS sensors degrade significantly from UV exposure over that timeframe…