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Poll: Has the slowdown in H-1B created more job opportunities for Americans?

With the Trump administration's policies and tighter restrictions around H-1B visas, H-1B hiring appears to have slowed considerably.I'm curious whether this has translated into more opportunities for American workers, particularly in the tech industry.Have you noticed any tangible change in the job market?

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Ask HN: Has the slowdown in H-1B hiring created more jobs for Americans?

With the Trump administration's policies and tighter restrictions around H-1B visas, H-1B hiring appears to have slowed considerably. I'm curious whether this has translated into more opportunities for American workers, particularly in the tech industry.*Have you noticed any tangible change in the job market?**Poll:*1. I've seen multiple new job openings that appear to be opportunities for...

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Not exactly what you asked for, but are you aware of CLAP? https://github.com/LAION-AI/CLAP

This generates audio embeddings - much like CLIP does for visual inputs.

Re:What Split-Brain Patients Reveal About Consciousness on Sunday June 28, 2026 @06:55AM (#48706238)
Their lives and symptoms offer a rare window into how the brain binds experience into a single mind.
Hoover Senior Fellow Paola Sapienza and Institute for Progress’ Distinguished Immigration Counsel Amy Nice examine recently obtained data and explain why the common claim—that immigrants are hired as a source of cheap labor—doesn't hold up under scrutiny. In fact, the opposite may be true…
wouldn't LSH (Locality Sensitive Hashing) make more sense here?
Re:ThalamusDB: Query text, tables, images, and audio on Saturday October 11, 2025 @10:31AM (#45549436)
We use a vector db (Qdrant) to store embeddings of images and text and built a search UI atop it.
Re:Ask HN: What are you working on? (September 2025) on Tuesday September 30, 2025 @08:15AM (#45424500)
I’m working on a new vision-language model architecture called Onida. Our aim is to match—or surpass—the performance of leading VLMs like LLavA and CogVLM, while operating at a fraction of the cost. Unlike most existing VLMs, which layer vision components onto a language model as an afterthought, Onida is designed from first principles with a truly integrated approach.

This document [1] outlines our key differentiators, and we’re now inviting beta participants to explore and test the technology.

[1] https://healthio.notion.site/Onida-Efficient-VLM-Architectur...

I largely share Yann LeCun’s perspective that scaling LLM-based approaches will eventually hit a plateau, and that a paradigm shift will be necessary. While there is ongoing debate about what that next paradigm should be, I outline my own views on the subject in this paper [1].

[1] https://www.researchgate.net/publication/381009719_Hydra_Enh...

SpaCy is awesome - we have used it in a number of enterprise-grade applications and found it to hold up well.
Re:Show HN: Smart email filters to unfuck your email on Tuesday August 26, 2025 @10:55AM (#45027454)
Nice work! will give it a try...
Re:AI Is Wrecking Young Americans' Job Prospects on Tuesday August 26, 2025 @10:37AM (#45027156)
IMO AI is going eat most jobs - including the experienced ones - it's just a matter of time. There is no sugar coating this unfortunately.
But symbolic != hierarchical
congrats ISRO
Re:AI is turning Apple into a "loser" on Thursday July 10, 2025 @09:32AM (#44520851)
So did everyone and their grandma also have blackberries.
exceptions maketh the rule.
5 to 10 is reportedly the magic number
Re:When Did Nature Burst into Vivid Color? on Tuesday July 01, 2025 @01:31PM (#44436195)
>Video on the internet was not a popular thing until we had broadband internet.

I think it's an example of a post hoc fallacy. The popularity of video was in large part responsible for the investment into broadband in the first place.

how is this different from generating a feature hash of the embeddings i.e reduce from many to one embedding reduction? Could a UMAP or such technique be helpful in reducing to a single vector?
Re:Timescale Is Now TigerData on Wednesday June 18, 2025 @07:45AM (#44309017)
yet they do data.
This is where the memory bit comes in, if you have a memory of past embeddings and associated label(s), it could be an ANN query to fetch the most similar embeddings and infer therefrom.
has anyone tried feeding the admittedly noisy OCR-ed text -at a document level - to an LLM for making sense? Presumably some of the less capable ones should be quite affordable and accurate at scale as well.

Poll: Is This AI Wave Really That Disruptive? Where Do You Stand?

Is This AI Wave Really That Disruptive? Where Do You Stand? Over the past year, the narrative around AI in software development has shifted dramatically. Not long ago, the headlines were filled with optimism-AI copilots, productivity boosts, and promises of a new golden age for developers. Lately, though, the stories seem to focus more on disruption, job risk, and unintended consequences.As a...

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