justinl33

8 ms·

1.
WWDC25: The Foundation Models Framework(youtube.com)
2 points by justinl33 1y ago|0 comments
2.
by justinl33 1y ago
So nice to see GPU's being used for classical reasons again.
3.
by justinl33 1y ago
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... )
4.
by justinl33 2y ago
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 cleaner APIs that are easier to evolve.
5.
by justinl33 2y ago
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 models and just slap RPC-style operations into URL paths.
6.
by justinl33 2y ago
> 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.
7.
by justinl33 2y ago
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 dealing with DAG frameworks.
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by justinl33 2y ago
It's giving _Students for Fair Admissions v. Harvard_
9.
by justinl33 2y ago
human stereo vision processing has incredibly sophisticated noise filtering capabilities that are still hard to replicate in software. The shimmering effect people report is essentially your visual cortex highlighting areas where the stereo
10.
by justinl33 2y ago
let's thank him for making some absolutely god-mode architectural calls (protocol layering, manufacturer agnosticism, etc.)
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by justinl33 2y ago
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.
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by justinl33 2y ago
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 maintain a massive SDK when users can generat
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by justinl33 2y ago
Exactly
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by justinl33 2y ago
nice, thanks for sharing!
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by justinl33 2y ago
while(1) document.querySelector('.main-btn').click();
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by justinl33 2y ago
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 purely documenting/surfacing this metric on your ‘bran
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by justinl33 2y ago
> The guardrails are made of laws, not morals damn.
18.
by justinl33 2y ago
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?
19.
by justinl33 2y ago
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(): global _connection if _connection is None:
20.
by justinl33 2y ago
a simple docker run --memory=512m --cpus=1 could have at least limited the damage here.
21.
by justinl33 2y ago
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 the attack vector.
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by justinl33 2y ago
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 - defence contracts often require stable cap tables and background
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by justinl33 2y ago
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 be fuzzier because you can course-correct using visible land
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by justinl33 2y ago
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, which would show up as a gradual darkening in the composit
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by justinl33 2y ago
The comparison to weather satellites is misleading and oversells this technology. Weather radar works by detecting water droplets at known atmospheric heights - it's a fundamentally different problem than trying to measure glucose conc
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by justinl33 2y ago
yeah, authentication complexity with WebSockets is severely underappreciated. We ran into major RBAC headaches when clients needed to switch between different privilege contexts mid-session. Long polling with standard HTTP auth patterns eli
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by justinl33 2y ago
It’s okay Terence, it happens to the best of us.
28.
AgentWare, the Next API(jl33-ai.github.io)
1 points by justinl33 2y ago|0 comments
29.
by justinl33 2y ago
I've seen people pay a yearly subscription for much less, so I'm not going to comment
30.
Show HN: Zetamatrix – Competitive times tables(zetamatrix-production.up.railway.app)
1 points by justinl33 2y ago|0 comments

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