Tootfinder

Every non-hype defense of #LLMs starts with "you must already understand your work really well." But the people vibe coding prototypes *don't*.
As a result they scale up thoughtlessness. "Bulking out" a slapdash idea with hallucinated details only displaces the real thinking that could have led to actual innovation. The very teams the tool was supposed to help instead…

Vibe prototyping isn't solving problems. It's creating new ones.
It's easy to prototype and so everyone is prototyping, without really knowing why they are doing it. The resultant noise drowns out thoughtful work.

🔧 #OpenRouter launches Response Healing: automatically fixes malformed #JSON responses from #LLMs before they reach your app

No! No! No! No! No!
#LLMs don't hallucinate. LLMs NEVER hallucinate. LLMs CANNOT hallucinate. LLMs don't have the cognitive ability to hallucinate. Any more than they have the cognitive ability to tell the truth, or to understand what truth is or why it matters.
These are things LLMs can NEVER do.
Anyone who tells you different is either a fantasist or a malign actor.

Working with #LLMs both at work and at home make me reconsider the usual #developer approach to problems.
We should probably let go of reaching for deterministic results and instead become true engineers and implement #DemingWheel

If people could give the infinite second chances they give to AI chatbots (which are artificially constrained NOT to learn from their mistakes) to humans with mental illnesses instead, and take the unearned paranoia they direct toward those humans towards the chatbots instead (which actually are monolithic such that behavior observed in one is likely to be found in all) the world would be a better place.
To those of you already treating chatbots as pariahs, good job with at least half of this formula.
#AI #LLMs

Ontology is shaping up to be the buzzword of 2026 because they are offering what #LLMs are lacking: formal grounding
LLMs offer creativity but need logical grounding. Ontologies provide this formal structure, anchoring meaning and unifying diverse data sources into a single semantic layer. They are essential for achieving precision and are one of the most reliable defense mechanisms against

I mentioned earlier that I was writing something on #LLMs. Here it is...
#LLM

Two people vibe coding the same project(s) is a "Vibe Triangle".
(two people and the machine)
reply to: #vibeCoding #vibe_coding #LLMs #relationships #terminology

Explore and compare #LLMs by price, speed, and quality 🔍 👀
#ai
https://whatllm.org/explore