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Does “ai assisted” count as an architecture?

That table has classic "arbitrary LLM comparison" smell.

He’s just trying to pitch himself as part of the priest class.

The problem with H1B and some of the other employment visas is its really difficult or impossible for the worker to change jobs. JD Vance calls them indentured servants. I suspect the situation for actual indentured servants is a bit worse but in any case the workers dont have a lot of options at their disposal. They cant just leave without losing their visa. So their “choice” to work for less money isn’t really a choice at all.

Now is the answer to make things worse, as they’ve been doing (removing the 60 day grace period after losing a job)? Or is it to liberalize the program. Maybe increase standards but make it easier for workers to move jobs?


If it were me, I would make companies "bid" on the visas, where their bid is the salary (including all benefits, minus ALL expenses) they will pay the employee.

Employers who really need employees for high-skilled work would thus get visas. Employers who want to underpay their foreign labor will not.


The auction or bid for H-1B would lead to only Big Tech being able to hire them.

Other uses of the H-1B (e.g. French teacher https://h1bdata.info/index.php?em=&job=french+teacher&city=&... ) wouldn't be able to compete. There are also places in rural America where the only way to get doctors and nurses ( https://h1bdata.info/index.php?em=&job=nurse+practitioner&ci... ) is to hire them from abroad (the other option is to close the facility as insurance reimbursements aren't high enough to pay more).


Auctions are great because it's harder to game than a lottery. If a company truly believes there is a shortage of rocket surgeons and they need to access to the global market of these specialists, they can bid high. No hand wringing about not being able to find American rocket surgeons (willing to work for low income country pay scales). No stuffing a lottery with tons of entries - bids incentivize applicants to not waste slots. No worrying that a Federal department made the wrong decision on total supply, price, or who the recipients are - auctions self-adjust and update.

Auctions are bad because need is not entirely measured in money. Highest bidders win is not egalitarian. Sometimes we do want to subsidize rocket surgeons visas for disadvantaged parts of the country.


My concern with such approaches is around the "all skilled labor is lumped into the H-1B visa", be it needing fluency in French and a teaching certificate or a PhD in data science with a focus on economics - its the same pool of visas.

We keep saying H-1B. There used to also be a H-1A visa and an H-1C visa. https://en.wikipedia.org/wiki/H-1A_visa

What if, instead of trying to solve the H-1B visa problem from companies that have gone through the roof for visa applications ( https://en.wikipedia.org/wiki/H-1B_visa#Top_H-1B_employers_b... ), instead split off all the jobs that are classified by the BLS as 15-0000 ( https://www.bls.gov/oes/2023/may/oes150000.htm ) and move them to a new section ... Lets call it H-1D.

Within the H-1D which is for tech jobs (just like H-1A and H-1C were for healthcare while they were active), it can have a different pool size and requirements and for that one could require a certain base pay and have an auction on top of that.

https://www.uscis.gov/archive/h-1c-registered-nurse-working-...

This could allow for regulating tech job immigration differently while minimizing the impact to French teachers or medical professionals in rural America that have no way to compete with Big Tech salaries.

The reason I think this is more likely doable is that it works the same way that the H-1A and H-1C visas did before to address one section of the skilled labor visa applications.


and why tech jobs?

is it because you personally would benefit from having tech jobs visas regulated so that your own wages don't get pushed down?

I think skilled labour import is, on the whole, beneficial. The bigger issue isn't this, but that they're legally bound only to that single company (and would need to reapply for the visa when they would change jobs).

If this condition could be changed, then it fix the issue.


Because jobs with the BLS classification of 15-0000 are the ones that have the current H-1B dependent employers and make up the majority of the applications in the lottery.

https://www.gao.gov/assets/a314508.html or https://www.gao.gov/assets/gao-11-26.pdf

    Most employers that submitted petitions to Homeland Security were 
    approved, and most were approved for one H-1B worker, but a small 
    percent of employers garnered over one-quarter of all H-1B approvals 
    between fiscal year 2000 and fiscal year 2009. Over the 10-year 
    period, about 94 percent of all submitted petitions (initial and 
    extensions) were approved, with a high of 97 percent in fiscal year 
    2006 and a low of 84 percent in fiscal year 2009.[Footnote 33] With 
    respect to the number of approved workers per employer, 68 percent of 
    employers were approved for 1 H-1B worker and about 99 percent of all 
    employers with approved petitions (627,922) were approved for 100 or 
    fewer workers. However, over the decade, less than 1 percent of all 
    employers with approved petitions were approved to hire almost 30 
    percent of all H-1B workers. 
https://www.congress.gov/crs_external_products/IF/PDF/IF1289...

    During FY2022-FY2024, approximately 13% of employers
    indicated on their LCA filings that they were either H-1B
    dependent or were willful violators. However, most of these
    employers planned to hire only exempt H-1B workers. Less
    than 1% of employers filing LCAs indicated that they were
    required to comply with the additional attestation
    requirements.
The system that works for most other employers is being abused. Changing the system that helps staff rural schools and hospitals to one that benefits Big Tech because of body shops hurts everyone else.

Again from the GAO:

    Restricted agency oversight and statutory changes weaken protections 
    for U.S. workers: Elements of the H-1B program that could serve as 
    worker protections-—such as the requirement to pay prevailing wages, 
    the visa’s temporary status, and the cap itself—-are weakened by 
    several factors. First, program oversight is fragmented and 
    restricted. For example, the Department of Labor’s review of H-1B 
    applications from employers is cursory and limited by law to only 
    looking for missing information and obvious inaccuracies. Yet a recent 
    Department of Homeland Security study reported that 21 percent of the 
    H-1B petitions they examined involved fraud or technical violations. 
This is where the changes should be addressed. Making sure that the DoL has the funding, staffing, ability to audit.

Strengthening those abilities for BLS classification 15-0000 jobs rather than trying to rewrite H-1B for everyone is likely easier to accomplish.


That's a fair argument for it being akin to indentured servitude but it's worth remembering that there are people of any number of races both in- and outside the US, and this surely applies equally to all of them.

> JD Vance calls them indentured servants.

Video of him saying that: https://youtu.be/BVdIWy9bCEA


It sounds like these changes won't even touch H1B

Well it does impact h1b because h1b has a maximum time of 6 years unless the visaholder has an approved green card application. So, by blocking new green card applications (at least the most common path) this effectively puts a ceiling on the number of H1B visaholders.

nothing is stopping you from doing that though. in fact you should continue to do it! but not everything is worth wrestling with all of the time..


In many jobs right now there absolutely is something stopping people doing this: managers.


unless the CFOs can figure out the cost benefit of humans vs robots it might happen.. They might start to question the value of Steve’s $50k/month Claude spend.


twitch doesnt actually require tls. it uses plain rtmp over port 1935 and rtmps over port 443.


why make a point when the robot can spew out 1500 words of cliches and other nonsense


If anyone is going to end humanity why not catgirls, after all?


You know how I feel about catgirls, Carl.


Its just the beginning of a new, cutte & fluffy chapter in human history!


they all have the same problem. inference is profitable and training is not.


and worse, training can be distilled


and there’s diminishing returns to larger models and more training data, and there isn’t more training data anyway


“We need to put out the money fire so we can IPO”


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