Wie wirken sich LLM-Technologien auf wichtige Architekturthemen aus? Welche neuen Ansätze für Design und Architektur werden möglich? Wie verändern sich Architekturaufgaben? In dieser Keynote zeichnet @st_toth ein Zukunftsbild und liefert jede Menge Inspiration 🙌

“Stop treating your frontend as some generic API client, and start treating it as a half of your app.”

This is weird to say out loud, but I actually am kinda an expert in rate limiting, so I'm gonna explain some stuff. About half of incidents in large-scale production systems involve having more requests than you can serve. There are two categories of this kind of incident:

Ein Journalist fragte mich in Sachen neuer #Antisemitismus-Studie, ob ich ihm die Top 10 meiner schlimmsten antisemitischen Begegnungen von 2022 nennen könne. Wie bizarr und traurig eine solche Top 10 wäre... Okay, here we go! 1/11

literally yes

Literally every single thing he has done just sucks completely, and worst of all, is being copied by others. To even think I had respect for that guy once makes me cringe

I really shouldn’t care, but I’m still mad at what that fool @elonmusk did and continues to do to this site. It feels a bit as if a friend got a spouse that I just can’t stand, and they are changing them for the worse

this is cool

I think this is mostly right. - LLMs created a whole new layer of abstraction and profession. - I've so far called this role "Prompt Engineer" but agree it is misleading. It's not just prompting alone, there's a lot of glue code/infra around it. Maybe "AI Engineer" is ~usable, though it takes something a bit too specific and makes it a bit too broad. - ML people train algorithms/networks, usually from scratch, usually at lower capability. - LLM training is becoming sufficently different from ML because of its systems-heavy workloads, and is also splitting off into a new kind of role, focused on very large scale training of transformers on supercomputers. - In numbers, there's probably going to be significantly more AI Engineers than there are ML engineers / LLM engineers. - One can be quite successful in this role without ever training anything. - I don't fully follow the Software 1.0/2.0 framing. Software 3.0 (imo ~prompting LLMs) is amusing because prompts are human-designed "code", but in English, and interpreted by an LLM (itself now a Software 2.0 artifact). AI Engineers simultaneously program in all 3 paradigms. It's a bit 😵‍💫

Lerne mit @kammer_anja Wege zur Realisierung dynamischer Cloud-Native-Architekturen. Ihr #iSAQB CPSA-A-Training #CLOUDINFRA findet vom 01.-03.08. online statt – Infos und Anmeldung: socreatory.com/de/trainings/… #softwarearchitektur

#Sonneberg #AfD #Neonazis #NSU Mir fehlen immer noch die Worte! Simon Pearce hat sie bereits vor Jahren gefunden: Gedicht: „Bei Hitlers brennt noch Licht“ #BeiHitlersBrenntNochLicht #NoAfD #fckafd 1/4

This, then, is the challenge: LLMs give us the feeling of understanding. Sometimes, that is enough. But, when it is not enough, and we persist in the illusion, we enter dangerous territory.

"Do LLM understand?" is a question that yields passionate answers. As for me and my house: no, LLMs do not reason and in fact are architectural incapable of reasoning. Let's unpack that.

Large Language Models: verändern sie alles? In Folge 130 sprechen @stilkov und @marcelweiss über Chancen für die Wirtschaft, Einsatzmöglichkeiten, aber auch Risiken. Hört rein 👉 innoq.com/de/podcast/130-lar…

Uploaded the slides for my talk about practical architecture work at @GOTOamst innoq.com/en/talks/2023/06/p…

Repeat after me: Blocking paste on a form textbox is not a security feature.

BTW, Twitter, if you're looking for someone to run an engineering org or a DevRel org, I should also mention that my own hat is in the ring. Funemployment has been... um... fun... but I'm ready to start on something new.

Wir kriegen gerade endlos viele wütende Mails von AfD-Fans und das gefällt uns außerordentlich gut 😂 #fckafd #zsk #hassliebe #keinbockaufnazis

Architecture, Organisations, People, and other interesting topics on this short interview with @stilkov at #JOTB23 youtube.com/orRlxNy6Xcg