Fable 5 lasted three days before getting pulled. Not because it was bad, the suspension had nothing to do with the model’s actual quality. Got me thinking about how most “model risk” planning is just “what if the output gets worse” or “what if the API …

I think people overestimate what a large context window actually buys you. For example, 200K tokens does not mean memory. It just means the agent has more space to bury the thing that mattered. The failures are usually boring too: it rereads the same f…

Something worth paying attention to in the Fable 5 launch that I think will get buried under benchmark comparisons. The most consequential line in the AWS announcement wasn’t about context windows or coding performance, it was tucked into the infrastru…

maybe i am overthinking this but the more i look at AI agents using the web, the more the current web starts to feel kind of awkward. like websites are still built assuming a human is sitting there, reading the page, ignoring the cookie popup, guessing…

idk maybe this is obvious to people already working in bigger teams, but the AI coding tool cost thing feels like early cloud all over again. Everyone keeps saying tokens are getting cheaper, which is true, but then somehow companies are still freaking…

okay so I’ve been thinking about this for a while and finally wrote it out properly everyone’s still arguing about benchmarks and which model is smarter but like… that’s starting to feel like the wrong fight? the more interesting question is where the …