Curious how realistic the skills learned in such a program are still applicable in 1-2 years. This industry is moving very fast, it feels like the self motivated, self starter, self learner has been thriving. Probably a good thing to have such a program, but I have doubts.
The YC meta model is probably a better school than school now. I'm sure YC knows that.
If you need to be told what to do, it's a short step to your AI replacement being told what to do; money will ensure it. If your job is to discover and capture new things in an exploding possibility space, that's a career.
Schools should teach hacking, but it doesn't seem that's what this program is doing.
Before we had LLMs, we had product managers, project managers, scrum leaders, etc as roles on software engineering teams. I think as LLM-enabled development progresses we'll start to see these roles and the crossover to engineering continue to meld.
It's not like engineers didn't know that project management, voice of the customer, and organizing tasks as an intermediary between engineering and management was a thing that could/should/needed to be done. It was just a delegation of tasks before because there was more work than one person could do. Now, all of these roles can be partly offloaded to LLMs, but still having a human in the loop to guide engineering and interface to the business/customer will still be valuable.
Knowing what to build overall, what to build next, what's coming later, and how the product relates to the business goals is still very much a human endeavor.
A few ideas on why reducing profit by investing into the company might not be their best choice without the new investment round:
Hiring people is hard, takes time, and timing of big sales closing causing income may not line up well enough with the hiring process to offset that income fully.
Their machines are sold for high prices. It’s not small and not cheap. If a buyer pays in a lump sum that can be a big income and Oxide may not be able to time that ideally for tax purposes.
Buying electronics components is funny. Want to buy 1000 units? Price X. Want to buy 100,000 units, price is X/25. But till you can place an order for every component at the 100,000 quantity, you can’t get those price breaks so your cost to manufacture machines is much higher. $400M may let them buy at those bigger quantities and get those price breaks and it may not have been worthwhile to buy inventory at the lower quantity pricing if the investment round was looking to close real soon now. Cash flow is king, and hard, for hardware companies.
Berget's "Cached input tokens are billed at the same rate as regular input tokens" pricing model is kind of painful for lots of coding use-cases, especially when competitors are offering significant discounts for cached input tokens.
There has been massive innovation and development in apples in the past 20 years. Every apple farm with a clue is growing trees for the past decade that look nothing like the trees of old. They’re growing varieties that didn’t exist 20 years ago. If you’re still seeing Red Delicious anywhere, it’s on the buyers at your local markets that missed the boat.
Idiot consumers forcing us to take forever for market innovations to come to market is not even close to new, and the consumers 100% deserve the blame, contempt, and policies designed to frustrate them.
I have to deal with this crap right now in the world of laundry and adjacent world of cleaning. We've had new Enzymes finally hitting the market en-mass for the first time in decades (DNAse/Lipase) which when combined in full spectrum with all other known enzymes leads to truly superior cleaning results. Literally no one has any excuse anymore for smelly clothes as a result of these innovations, and it's probably going to take another 5 years minimum for anyone outside of the nerds on r/laundry and other enthusiast communities to take advantage of these new innovations. For now, the so called "gold standard" Tide laundry detergent people are buying is straight up incomplete and could be tomorrow reformulated with both enzymes to radically improve its performance and isn't for... reasons???
Where else have we straight up regressed on technology? Vacuum cleaners were better in the 1980s when a higher percentage of America used central vacuums, an objectively superior technology. Guns were often made to higher metallurgical standards, CRT vector displays (Vectrex) to this day get better effective refresh rates, brightness, and glow effects than existing displays (OLED) and peaked in the 1980s.
"Worse is better", literally, and all because of idiot consumers voting wrong with their wallet. They deserve contempt.
Oh, and Americans refusing to embrace bidet toilet seats, or air purification (both important circa covid, fecal plums and poor indoor air quality were a significant infection vector!)
> CRT vector displays (Vectrex) to this day get better effective refresh rates, brightness, and glow effects than existing displays (OLED) and peaked in the 1980s
Except that they're absolutely huge and heavy for any halfway decent screen size and resolution. If I were to replace my two 24-inch screens with CRTs, I'd need a second desk for them alone.
i don't think one necessarily needs the best of the best... probably cheap is enough for a bunch of people
i'll start by having my OLED smartphone dying after many years and the one i got used LCD. much worse and it felt like plastic. colors, brightness, even if my screen now refreshes twice as fast as the previous - fast forward 2 years i don't think i ever thought about the difference, nor saw it after 1 or 2 weeks with my phone
totally valid critique on durable products and better substances for cleaning although
The enzyme stuff is funny to me. DNAse, no purpose there. Why not RNAse too? People can't articulate why they even want a DNA degrading enzyme. Lipase to degrade lipids seems good, but then again, that is already the function of soap.
I knew a number of people whose home had central vacs but funny enough, none of them worked anymore. It was a sort of "what's that weird plug thing" conversation that lead to that somewhat underwhelming finding. I get the sense it is one of those things where if you want it fixed, you'd have to call a technician who will probably give you a quote you don't want to hear. Then you just forget about ever getting it fixed.
I don't know that central vacs were the height of vac technology, but I cannot understand how weak cordless/battery vacuums have such marketshare compared to a vacuum unit that gets 110/240v of power direct from the wall.
A lot depends on what clothes you're washing. Modern enzymes are most useful with modern synthetic material blends, especially underwear. If you've ever had that type of thing stay stinky after washing, that's what's missing.
If you're wearing mostly cotton, normal detergent is largely fine unless it's heavily soiled/stained.
Ok so I have a soy sauce, or so I think it is, stain that I can't remove on a shirt. Is it still possible to clean it? Nothing I've tried seems to get rid of it.
Blood stains are easy. Wash cold, and they come right out.
I can’t remember the last time I had curry stains on anything, and I lived in central India for a year. I just used the typical local detergent and did my own laundry. Always cold though, well as cold as it would ever get - 80F was typical.
I mean it also takes a long to build an orchard and get the apples to fruit. So older orchards are happily still producing old varietals instead of ripping and replacing the trees. Not everything old must be replaced with new - so wasteful.
I planted an apple tree in my yard 20 years go, just for fun. Last year, it finally decided to push out more than a few apples. This year, it put out so many the branches have bent nearly to the ground.
I found a shop selling Hunnyz which is a mix of honey crisp and it was quite nice much nicer than some of these sugar water variants you get nowadays. Still quite sweet but at least it tasted like an apple. So thank you for the recommendation
I don't think I've ever seen a honey crisp. I had to look them up I think they're more common in the US. But the royal galas, pink ladys, jazz and fuji all are just really sweet
this work may explain why recent models like qwen-3.8-flash and MiMo-2.6-* have not made it into their offering, which has given me reason to pause my excitement for Fireworks
Seems irrelevant? Of course we don’t use data for training.
…trust me bro.
It’s obviously easier to believe when they’re not training models.
Eh, anyway this whole thing is just an ad:
> Looking to take Ember-1 one step further, and optimize it for your use case? We are also launching training support for Ember-1, enabling enterprises to build customized, token-efficient models tailored to their needs with their own data. The future of open models is specialized models trained on your specific workload.
Probably, I guess, fancy serverless infrastructure actually makes virtually no difference to hosting really large models that people want to use, and “just” being an inference provider for open weight models turns out to have no moat.
So this is a bit of a pivot to “use our training infrastructure too…!” imo.
Pivot? Sure. Go them. Not what I signed up for though. /shrug
I think legal jurisdiction matters in discerning these things. The EU or US both have courts that, despite anyones opinion, are regarded as having robust contract enforcement. If Fireworks is domiciled in either then claiming ZDR and instead training on the data would be an enormous financial footgun. There's reasons why companies on both sides of contracts, even those with little to no US or EU activity, agree to use US or EU courts for enforcement.
Hong Kong I think used to be a popular option as well, before the handover from the UK.
Being terminally 'online' can make people cynical about everything, but have to temper things with reality a bit too.
Another factor in the cynicism is that robust enforcement is very 'pay to play'. I think your point is accurate for a company like Fireworks, largely doing business with peers that could afford litigation if necessary.
Good luck to an individual or small business trying to hold OpenAI or Meta to account if they breach contract over training, or do something crazy like copyright infringement on an industrial scale.
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