I love espanso. I live it over AHK as it doesn't have some obscure and hard to learn language, so I can just write some python scripts and trigger them with espanso.
It’s pretty interesting to see both companies copying each other. Bing Chat has GPT4 with Vision, Chat History and some other goodies whereas OpenAI extends towards B2B.
Related work is the planning paper by Valmeekan et al [1]. The gist is that LLMs are incapable of planning, which is due to their autoregressive nature. METAs Head of AI Yann Lecun also talks about this topic in a talk [2]. As RT2 is based on a similar architecture, I think the results will be similar.
I am a beta user and I am seriously impressed if I’m being honest. It works fully offline, is multilingual and is fast, even on the non-latest iPhone (I am using an iPhone 12 Pro Max). It is way better than apples previous version and better than locally installed whisper. They’ve done incredible work. Same with the new, transformer-based keyboard on iOS which is way better. And if you type in English, it sometimes shows word suggestions in the text field itself (similar how copilot works in an IDE).
I recently re-subbed after I noticed that they increased their monthly cap for searches.
An investment round is interesting—on the one hand, it will keep them afloat, while on the other hand it means that the investors want to see returns one day and this money has to come from somewhere.
Sadly they do not seem to have all the papers. ArXiV is missing completely, e.g. searching for „Attention is all you need“ does not return the paper which has been published on NeurIPS
Kotlin is simply amazing if you pair it with the corresponding frameworks, i.e. kotlinx serialization instead of gson/jackson etc. Quickly fell in love with the language and Java, even in the new(er) versions, feels outdated.
OP mentions GPT in concert with WolframAlpha, which has already been implemented[0], showing a symbiosis between generation of text with proven knowledge.