Damn, that's an interesting point. Having a model transform your work into 'independent' IP and then training on that. I would assume any actual trade secrets (e.g. recipes, financial info) are protected but... tech companies have bent the law before.
I'm assuming they've all at least thought about it quite hard, which is worrying in-and-of itself :).
I think innocent-until-proven-guilty is the correct approach in general but... It's also immature to assume your data will stay private in the long term.
These AI companies are immensely valuable targets. When they get breached, their datasets will inevitably penetrate public datasets. And why would any AI company refuse to train on 'public' data?
innocent until proven guilty is definitely wrong approach vs tech giants who time and time again prove they will do anything unethical if only they can theoretize how to get away with it or the fine is low enough
These older systems design principles have really scratched a part of my brain and I'm keen to keep pulling that thread. Do you have any recommended readings on the topic?
SCADA. Mechanism Design. ANSI/ISA-18.2-2016. NASA "Power of Ten" Safe Coding. "The Pit of Success". Poka Yoke. Kaizen/Seiton. "The Five S's". Fuben-eki ("The Benefits of Inconvenience").
The thing that always baffles me with vertical farming is sunlight. Assuming most crops are pretty good at turning full spectrum sunlight into useful stuff, why shrink your solar energy per crop?
And assuming you get around this via grow lights, surely the energy and material cost goes up too much for high-volume crops to make economical sense.
I think it's hard to generalize whether vertical farms are good or bad; efficient or inefficient. It seems that whether it works or not relies very heavily on the locality.
In my part of Ohio, we have lots of farmland -- and plenty of water that just falls out of the sky. We've got reasonably-long, generally-hot days during our growing season and we get some serious crop production done here while it lasts.
The rest of the year? The days are short. It's dark and cold outside; frozen, even. We can't grow crops outside here in the winter.
But vertical farms (eg, fancy greenhouses) can just keep going. With artificial light and/or supplemental heat, they're still producing even in the depths of winter.
Thus, I can go to the grocery store near my house and buy a locally-grown tomato in February. It's expensive to get this done, but the alternatives include paying someone to drive it up here from thousands of miles away or just going without a tomato until after things have warmed up again and stayed that way for awhile.
Just thinking like if something doesn't grow in winter, is it because of lack of plant's adaptation or is it because their primary vector for seed dispersal hasn't adapted to survive in that weather or may be because it is not safe to consume in that season.
Or simply put, can wild animals eat tomatoes safely(on evolutionary timescale) in winter if they don't normally grow in winter.
The tomato is native to places like Peru and Ecuador, and eventually was moved to [what is now known as] Mexico as we kept bringing it further north.
The tomato is Ohio's state fruit[1], but it does not belong in Ohio. The only reason we have tomatoes growing in Ohio is humans; nature has nothing to do with it. They wouldn't be here without people dilly-whacking with things.
(And I'm glad they did so. Tomatoes are delicious.)
[1]: Seems weird but it be that way anyhow. Ohio also has a native state fruit, which is the paw paw.
This only makes sense in certain circumstances I think. For example, shipping tomatoes from 5000km away when it's winter in Canada.
I recently did some research, and there are multiple local greenhouses around many large Canadian cities for just this reason. They are competitive in the winter, and sell to local supermarkets. The cost of the greenhouses vs shipping + loss.
And there is a loss in nutrition, when you harvest green and it takes weeks to hit the table, vs something picked yesterday and picked when actually ripe.
Of course, these are large warehouses, not typical greenouses.
So I guess the answer is, it can make sense in certain circumstances. A warmer place where you can grow fruit outside year round, not so much.
Canadian hydroelectric is the catalyst that makes winter hothouse produce cost competitive. Wealthy us elec producers have no incentive to match Canada's low cost of production. Indeed their incentives are rather contrary.
In southern Ontario where there are many ( the most?) greenhouses electricity is primarily produced by Nuclear (50..55%) Hydro power is about 24 ..38% of the total.
I think the bigger difference is the Canadian attitude about the "commons" nature of electricity and so profiting excessively on power is frowned upon.
Most of the tomatoes and cucumbers I buy here in Alberta year-round are greenhouse grown in-province. Our electric power here is basically natural gas with a bit of wind and hydro. Although to your point, we're probably one of the cheapest locales in the world for NG.
My understanding was that thinking still gets encrypted, shared with clients, and reingested by Anthropic with each new prompt [1]. Which means it would cost more than normal tokens, since it has to be decrypted/encrypted with every transaction.
I think the reason it's encrypted is so if you continue a session after it is out of cache it can be reingested.
And I think all the output is signed or something as well so that you can't modify the agent's response in your submission, which would would open many more model jailbreaks. For local LLMs it's really powerful to be able to modify the model's response to save tokens when it gets something wrong, or at least it was when they were a lot dumber.
For more mainstream SBCs, totally agree. However a lot of the niche industry boards (especially new ones) only support Yocto out of the gate. Debian might be "supported" by the SoM/CPU vendor but manually reapplying kernel patches and praying it boots is a PITA.
The guy taking his hat off makes me burst into nervous giggles every time lol.
[0] https://www.reddit.com/r/interestingasfuck/comments/1k80h9j/...
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