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AI's top startups are barely publishing their research

https://www.science.org/content/article/ai-s-top-startups-are-barely-publishing-their-research
299•YeGoblynQueenne•7h ago•162 comments

NSF pilots 4-year PhDs with industry research placements

https://www.nsf.gov/news/nsf-partners-universities-industry-pilot-initiative-four
53•osnium123•1h ago•41 comments

The coolest use for the Vision Pro

https://christianselig.com/2026/07/vision-pro-house/
480•robbiet480•7h ago•205 comments

Show HN: Open-source engine running Gemma 4 26B in 2 GB RAM on any M-series Mac

https://github.com/drumih/turbo-fieldfare
701•gitpusher42•13h ago•244 comments

Superlogical

https://www.superlogical.com/
578•yan•12h ago•361 comments

LLM Honeypot

https://llm2human.pages.dev/
118•8thom•5h ago•43 comments

The Productivity Mirage

https://frantic.im/mirage/
102•msephton•5h ago•29 comments

Keychron announces first open-source firmware for gaming mice

https://www.digitalfoundry.net/news/2026/07/keychron-announces-first-open-source-firmware-for-gam...
322•JLO64•11h ago•123 comments

Anatomy of a Frontier Lab Agent Intrusion: A Timeline of the July 2026 Incident

https://huggingface.co/blog/agent-intrusion-technical-timeline
324•artninja1988•1d ago•190 comments

The Cold Email

https://zachholman.com/posts/cold-email
131•holman•7h ago•50 comments

Logic for Programmers

https://logicforprogrammers.com/
33•_doctor_love•3h ago•1 comments

Kimi K3-256k

https://www.kimi.com/code/docs/en/kimi-code/models
373•monneyboi•9h ago•113 comments

A.I. companies are recruiting electricians and carpenters by the thousands

https://www.nytimes.com/2026/07/29/business/economy/data-center-electricians-training.html
243•thm•13h ago•308 comments

Kuna: Decompiler Development in the Age of Coding Agents

https://noelo.org/blog/kuna-release/
10•matt_d•1h ago•1 comments

Handbook.md shows that long policy documents do not reliably govern agents

https://arxiv.org/abs/2607.25398
309•spIrr•15h ago•186 comments

Angels in Coptic Magic I: Introduction

https://www.coptic-magic.phil.uni-wuerzburg.de/index.php/2026/01/16/angels-in-coptic-magic-i-intr...
20•jruohonen•3d ago•0 comments

Show HN: CheapFoodMap – A map of good meals under $10

https://cheapfoodmap.com/
157•jaep1•11h ago•174 comments

Turning a dumb AC unit smart (without losing my security deposit)

https://prilik.com/blog/post/automating-ac-nyc/
128•austinallegro•10h ago•100 comments

Darktable

https://www.darktable.org/
320•siatko•15h ago•150 comments

Show HN: A local merge queue for parallel Claude Code agents

https://github.com/funador/claude-code-merge-queue
21•funador•4h ago•6 comments

SalesPatriot (YC W25) Is Hiring FDEs

https://www.ycombinator.com/companies/salespatriot/jobs/M46X6YX-forward-deployed-engineer
1•maciejSz•7h ago

Man and the Computer by John G. Kemeny (1972 book by the co-creator of BASIC)

https://archive.org/details/mancomputerbyjoh0000john
31•MilnerRoute•5h ago•11 comments

A Trampoline

https://dogdogfish.com/blog/2026/07/29/a-trampoline/
81•matthewsharpe3•8h ago•44 comments

Some thoughts about Anthropic's new cryptanalysis results

https://blog.cryptographyengineering.com/2026/07/29/some-notes-about-anthropics-new-results/
119•supermatou•11h ago•64 comments

Launch HN: Tokenless (YC S26) – Automatic model switching to save money

https://usetokenless.com/
55•rohaga•12h ago•49 comments

Recursive Filters: SMA, EMA, Low‑Pass, and a Tiny Kalman

https://www.staszewski.xyz/blog/recursive-filters/
20•kamilstaszewski•1d ago•4 comments

Flume Water Monitor 915 MHz Security Is Pretty Good

https://waveformsecurity.com/blog/flume/
23•credibleconure•3h ago•13 comments

Refactoring cuisine: how an Iraqi stew sailed to Singapore

https://iza.ac/posts/2026/07/the-journey-of-bamya/
35•infinitewalk•3d ago•10 comments

Commodification of Intelligence: Good, Bad, and Ugly Circular AI Deals

https://www.emergingtrajectories.com/lh/commodification-and-circularity/
66•cl42•9h ago•36 comments

Thanatos Rising

https://theamericanscholar.org/thanatos-rising/
5•Caiero•3d ago•1 comments
Open in hackernews

NSF pilots 4-year PhDs with industry research placements

https://www.nsf.gov/news/nsf-partners-universities-industry-pilot-initiative-four
53•osnium123•1h ago

Comments

effnorwood•1h ago
Reader read NFS v4 and was disappointed in their title comprehension.
alephnerd•58m ago
Here is the I-PhD program's website - https://uidp.org/i-phd-scholars/
TimorousBestie•58m ago
Very perplexing.

There’s already a 3-4 year advanced degree in the United States with an optional thesis component that companies in relevant industries can intervene in and direct if they so desire.

So why are they calling it a doctorate? I don’t see the point. It’s not like the NSF under this administration is particularly fond of STEM doctorates.

I’m open to any theories about what the real point of this is.

k1musab1•54m ago
Funneling money from the government to private research that doesn't have to be disclosed, as the public funding won't be for research, but for student placement.
TimorousBestie•51m ago
Ah. That makes more sense, thanks.
alephnerd•54m ago
> There’s already a 3-4 year advanced degree in the United States with an optional thesis component...

There isn't.

And if you are trying to snarkily describe an MS, then most MS programs are too short.

> So why are they calling it a doctorate? I don’t see the point. It’s not like the NSF under this administration is particularly fond of STEM doctorates.

The I-PhD is basically a formalization of industry-sponsored PhDs based on the program site [0]

[0] - https://uidp.org/i-phd-scholars/

TimorousBestie•52m ago
> There isn't.

My coworkers holding such degrees would beg to differ.

> And if you are trying to snarkily describe an MS, then most MS programs are too short.

It wasn’t snarky, it was a listing of common points between the two. I don’t see what distinguishes this from a MS.

A year still isn’t enough time to write a doctoral-level thesis, so if the I-PhD is supposed to represent a “longer MS” then it’s still insufficient.

lokar•50m ago
Where does an MS take more then 2 years?
oivey•41m ago
I guess people doing night school maybe? That’s pretty clearly not what this is.
lokar•50m ago
Is this for people who already have an MS, so 6 total?
guitarsteve•49m ago
Sorry, I’m a bit thrown off. What degree are you referring to?

Masters is usually about 2 years, though it could be longer in some cases or if worked on part-time. PhD is often 4-6+.

What 3-4 year degree did you mean? Bachelors?

mburns•29m ago
I assume they're referring to Professional (Graduate) degrees, like JD or MD.

https://en.wikipedia.org/wiki/Professional_degree#United_Sta...

mathisfun123•41m ago
> There’s already a 3-4 year advanced degree in the United States with an optional thesis component that companies in relevant industries can intervene in and direct if they so desire.

You're making this up as you go. No MS lasts 3-4 years, almost all MS theses are book reports/unpublished because the student is primarily attending classes, almost none are directed by industry (see points 1 and 2).

dnautics•36m ago
sometimes an institution will give an ms as a consolation prize for time spent not being able to finish a phd [0]. in those cases they can be upwards of 5 years, but they certainly aren't industry driven

[0] often a leadership or personality failure of the PI

mathisfun123•31m ago
Why do people do this kind of "well actually" thing? Yes you're correct but it has nothing to do with whether the degree itself is intended for that.
smelendez•16m ago
I mean, how common is a terminal master’s program in STEM fields?

I imagine there are departments where it’s more common to get a master’s by dropping out of the PhD program early than through any other path. Especially for people with a bachelor’s in the same field.

lokar•22m ago
My program had an exam after 2 years. You could fail completely, do well enough to leave with a MS, or fully pass and continue to a PhD.
a_bonobo•35m ago
It is ideology. It's very obvious the current US government thinks that universities are a waste of money, and that industry is where everything happens. This industry PhD shuffles money from the university's pockets into industry pockets. It's in line with the recent shrinking of PhD visa lengths in the US (from technically-infinite-but-usually-6-to-7-years to 4 years)
nxobject•54m ago
If you want to skip the fluff, the actual funded program abstract here:

https://www.nsf.gov/awardsearch/show-award/?AWD_ID=2624416

Appropriately enough for a pilot, there's a structured usual cohort-mentoring and outcomes evaluation component.

(NSF brings 3 years of $$$, but as it is, it doesn't seem like attempt to nudge people screwed over by GRFP restrictions towards industry.)

alephnerd•52m ago
I'd recommend the I-PhD's page instead of the NSF grant as it goes deeper into the partners as well as the program.

https://uidp.org/i-phd-scholars/

nxobject•47m ago
Looking at the $$$ awarded -- that's interesting: $37k/year, and while there's a $22,000 "ancillary expenses" component, institutions administer it, and can use it like any other indirect cost $$$. Conversely, industry funders have to stump up at least $100,000/year per student.
nxobject•44m ago
Thanks - the program guide at the very bottom seems to have the most detail.

https://uidp.org/wp-content/uploads/2026/07/UIDP-I-PhD-Schol...

math_dandy•44m ago
My wife did her mathematics PhD under an analogous structure in Germany where it’s fairly common. She was supervised by a professor at the University of Munich and a lab at Bosch, wrote and defended a thesis as usual. Employed in industry immediately after graduating. A great experience.
moshun•34m ago
While I understand the upside, the reality of why it’s being pursued in the United States is that this is intended to drive academia into an advanced version of a trade school.
Brystephor•22m ago
That sounds like an excellent thing based on that last sentence. Anecdotally, I hear people talk about trade school as being much more practical compared to the majority of traditional 4 year degrees. So I am interpreting a "move towards trade school" as an increase in practicality and therefore utility to the student.
mulderc•15m ago
There is no reason to assume it is “more practical” or that it will increase utility for the student. Especially at the graduate level, the deeper you are able to explore a subject and the more you can connect that subject to a broader range of topics the more utility you get from the degree. Less time to finish a degree means you are less able to do that. I would think this will decrease the likelihood of new ideas being developed which will quickly become a problem for society in general. Also no one gets a PhD because it is practical, you get it because you want to explore a topic and push the boundaries of human knowledge.
tudelo•14m ago
AsyncBanana•40m ago
I don't love the increasing move towards industry research instead of traditional academia. It is just going to mean more closely-held, proprietary advancements.
jimbob45•31m ago
How do you feel about internships?
linguae•31m ago
Additionally, as a former industry researcher myself who now teaches at a community college, there is less research freedom in industry, especially with very free places like 1970-era Bell Labs and Xerox PARC half a century in the rear view mirror. Focused industry research is definitely valuable, but there seems to be fewer places in modern society that allow a researcher to be driven primarily by curiosity.
y-curious•29m ago
v.s. politicking forever, enslaving grad students and making only a passable salary? Not to mention being incentivized to lie, cheat and steal when publishing in order to maintain your position?

Academia as we know it has been dead for a while, and AI is the final harbinger. The reproducibility crisis got that much worse now that the papers that nobody ever bothered to reproduce have grown 10x in number with the press of a button.

At least the industry research jobs pay well, even if they suffer many of the same issues.

alephnerd•47m ago
No. It's basically allocating funding for 250 PhD seats across a couple top engineering programs (CMU, UCSD, UIUC, Columbia SEAS, Penn SEAS, etc) with the expectation that said research would be linked with an industrial partner (eg. HPE, Bayer, Nvidia)

Edit: I just reread your comment. I think it is for students who are already doing their MS or have previously done so and are applying to PhD programs

lokar•45m ago
Huh, odd. I could see trying to get back to everyone normally finishing in 6. But 4 seems really short.
nxobject•43m ago
Re: Bayer - the non-health industry side? I'm surprised NIH hasn't rolled out something like this earlier, to be honest, with their increasing emphasis on commercialisation.
smelendez•21m ago
Probably also for students with “just” a bachelor’s. Most PhD students don’t enter with a master’s.

I do wonder if NSF is hoping to seed more industry-sponsored PhDs as well, e.g., the first will be funded by NSF to establish the program, and industry will fund more once the program gets going.

Definitely makes sense to me they call it a PhD, not a master’s. A PhD is more prestigious and signals the holder is ready and eager to do cutting-edge research and has some experience doing so.

There are all kinds of master’s degrees (I say as someone who has one) and reasons for getting them, so they’re not as strong a signal of anything in particular. And they can mean someone switched careers, someone dropped out of a PhD program, someone took advanced classes during undergrad, someone got a bachelor’s in one country and wanted to study and work in another, etc.

I just wanted to echo your comment. Most people, in my experience, pursue an undergrad program with the intention of being employable. This is my personal experience, but also a learned opinion from being a teaching assistant for some years. Places like waterloo stress co-op, it is built in to the program. IMO the average person seeking an education are served under a model that places them in or near industry related work at some point. While I understand the original post is relating to PHDs, I think most programs (or rather, participants in programs) would love to have this sort of integration despite it being a hard problem.
gwd•16m ago
Do the math: The number of professorial positions is not growing (or not very quickly). Under steady-state, each professor only needs to train one single tenure-track PhD in their entire career. (Or maybe 10 professors need to train 11-12 students, to account for various forms of attrition.)

If you want more PhD's than that, you have to figure out a place for them to work; industry is a good "pressure relief valve".

rayiner•10m ago
With the aging population, we also hit peak college attendance 15 years ago.
rayiner•11m ago
Germans are big on trade schools. Despite being one of the richest western european countries, Germany (and Switzerland) have along the lowest college graduation rates, because they prioritize trade schools.
Beijinger•33m ago
This is just because of the PhD inflation in Germany. It has little scientific value.
Beijinger•16m ago
Why the Downvote?
umpalumpaaa•6m ago
What are you referring to?