_jayhack_

7 ms·

1.
Deep Learning for Cosmetics (2018)(medium.com)
1 points by _jayhack_ 2d ago|0 comments
2.
by _jayhack_ 4d ago
Shocking to me how little interest the general public has in mechinterp given the alien capabilities demonstrated by LLMs - this and the subsequent transformer-circuits.pub publications will be seen as classic, foundational work in a few ye
3.
by _jayhack_ 1mo ago
Likely from Palmer Luckey, who coined the term 'Chinese instruction manuals'
4.
by _jayhack_ 2mo ago
Only the ones that beat expectations
5.
by _jayhack_ 2mo ago
formal verifiability e.g. vi Lean
6.
J-Lens for video models: uncovering steerable physical dynamics(blocket-league.vercel.app)
2 points by _jayhack_ 2mo ago|0 comments
7.
SWE Budgets: From Opex to Capex(jay.ai)
2 points by _jayhack_ 2mo ago|0 comments
8.
by _jayhack_ 3mo ago
The content on "priming" (significant pillar of the book) has collapsed as part of the reproducibility crisis in psychology. More here: https://replicationindex.com/2017/02/02/reconstruction-of-a-...
9.
Ultracoding: The Next Frontier(jay.ai)
3 points by _jayhack_ 3mo ago|0 comments
10.
by _jayhack_ 4mo ago
Deep Learning is a Black Box and Here's Why You Should Use Random Forests Because They Are Interpretable This was the mantra of applied machine learning c. 2010 - 2024 for anyone paying attention. No longer the case.
11.
by _jayhack_ 4mo ago
For some definitions of better, yes. Chinese is more token efficient for representing fixed text, for example, although this does not always lead to better performance on downstream tasks.
12.
by _jayhack_ 4mo ago
As the author - this was adapted from a thread posted on X in March (linked in article). AI did the adaptation, I wrote the original article. It seems like it inserted grammatically correct hyphens, otherwise the copy is mine.
13.
by _jayhack_ 4mo ago
Hello, I am the author - this is not an LLM-generated article, I wrote this by hand and had an LLM adapt it from a thread on X. You can see the original thread here: https://x.com/mathemagic1an/status/2035850046735
14.
LLMs are not the black box you were promised(jay.ai)
56 points by _jayhack_ 4mo ago|41 comments
15.
by _jayhack_ 5mo ago
Would love to understand how you compare to other providers like Modal, Daytona, Blaxel, E2B and Vercel. I think most other agent builders will have the same question. Can you provide a feature/performance comparison matrix to make thi
16.
by _jayhack_ 9mo ago
Great article. For another fantastic explainer on optics, see 3Blue1Brown's video on refraction: https://www.youtube.com/watch?v=KTzGBJPuJwM
17.
by _jayhack_ 11mo ago
> static analysis tools that produce flowcharts and diagrams like this have existed since antiquity, and I'm not seeing any new real innovation other than "letting the LLM produce it". Inherent limitation of static analysi
18.
by _jayhack_ 11mo ago
Vector embedding is not an invention of the last decade. Featurization in ML goes back to the 60s - even deep learning-based featurization is decades old at a minimum. Like everything else in ML this became much more useful with data and co
19.
by _jayhack_ 1y ago
Gary Marcus has been taking victory laps on this since mid-2023, nothing to see here. Patently obvious to all that there will be additional innovations on top of LLMs such as test-time compute, which nonetheless are structured around LLMs a
20.
by _jayhack_ 1y ago
Very cool and interesting project. Ideas like this are a threat to traditionally-conceived project management platforms like Linear; that being said, Linear and others (Monday, ClickUp, etc.) are pushing aggressively into UX built for human
21.
by _jayhack_ 1y ago
This does not take into account the fact that experienced developers working with AI have shifted into roles of management and triage, working on several tasks simultaneously. Would be interesting (and in fact necessary to derive conclusion
22.
by _jayhack_ 1y ago
It looks like you used AI-generated videos for customer testimonials. This should be illegal
23.
by _jayhack_ 1y ago
Also worth checking out MultiLSPy, effectively a python wrapper around multiple LSPs: https://github.com/microsoft/multilspy Used in multiple similar publications, including "Guiding Language Models of Code with G
24.
Show HN: Codegen – SWE Agents for any repo(codegen.com)
2 points by _jayhack_ 1y ago|0 comments
25.
by _jayhack_ 1y ago
If you are looking for an alternative that can also chat with you in Slack, create PRs, edit/create/search tickets and Linear, search the web and more, check out codegen.com
26.
by _jayhack_ 1y ago
Related article from mid-pandemic: https://www.theinformation.com/articles/shaky-tech-and-cash-... A friend asked me to do diligence on this company circa 2021 given my personal background in ML. The founder was adaman
27.
by _jayhack_ 1y ago
Codegen is an MCP client that you can trigger via Slack: codegen.com
28.
by _jayhack_ 1y ago
This is true and is essentially a form of arbitrage. Anthropic is eating the cost of your elevated queries with their $20 flat fee subscription. The "famously huge API token costs" you are referring to is Cline passing the Anthrop
29.
SWE Agents Are Better with Codemods(docs.codegen.com)
4 points by _jayhack_ 2y ago|0 comments
30.
Mining LLM Pre-Training Data from Codebases(docs.codegen.com)
2 points by _jayhack_ 2y ago|0 comments

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