There is a difference with anthropic, as no-one signs a licence agreement to buy a coke. But Anthropic are also not saying you can't publish the output of their models. It's not clear to me if trade secret law will (or should) cover a secret which can be extracted from information that licensees are not restricted from publishing.
Here's EFF on reverse engineering and the law: https://www.eff.org/issues/coders/reverse-engineering-faq
Historically a lot of competition in physical products was very much reverse engineering. Because you can buy them without signing your rights away. That's why companies are keen on patents and click-through agreements.
If you look at how "clean room" processes work, they are actually a form of reverse engineering. Also clean room technique exists to avoid your new implementation infringing copyright, not trade secrets.
Here it is.
Per liter of cola:
104 g sugar
1 mL Flavor Solution A
10 mL Flavor Solution B
Carbonated water to volume
Flavor Solution A (Essential Oils):
Dilute 20–21 mL of the following oil mixture to 1 L using 95% ethanol:
45.8 mL lemon oil
36.5 mL lime oil
8 mL tea tree oil (emulates decocainized coca leaf extract)
4.5 mL Cassia cinnamon oil
2.7 mL nutmeg oil
1.2 mL orange oil
0.7 mL coriander oil
0.6 mL fenchol
Flavor Solution B (Chemical and Color Base):
Dilute the following ingredients to a volume of 1 L using water:
320 mL Shank's caramel color or 190 mL Durkee caramel color
160 g glycerin
45 mL 85% phosphoric acid
10 mL vinegar (5% acidity)
10 mL vanilla extract
10 g wine tannins (emulates decocainized coca leaf extract)
9.65 g caffeine
We've had perfectly good copies of Coca-Cola for decades.
Not exactly. I mean for many people it was acceptible, but before that guy on youtube nobody bothered to do this deep chemical analysis.
Also even he struggled to replace coca leaf extract because there only single manufacturer in US with only single customer.
Second statement is false.
Plus Coca-Cola itself don’t even use the same formula through time and space IIRC. Which clearly show that what people will buy when they reach for Coca-Cola is not even the exact actual taste. You can’t replicate the whole customer experience that a given company provide at some point by only cloning the top of the iceberg they showcase as the product.
You maybe somewhat correct, but also copyright lawyers wouldn’t have work if it would be up for grabs to take others IP willy nilly just because “shoulders of giants and all that”.
What's the difference between me/you downloading an mp3 through torrents for personal use (not distributing) while risking criminal punishment in most of the western world and BigCorp downloading petabytes worth of copyrighted works "to train an LLM" and resell it?
Can me/you do the same, when police comes to mine/your door?
"Dear police, don't lock me up - I was just going to train an LLM!"