LM Studio now supports the Decisions endpoint. That’s going to be useful. #jev #ai #systemone

LM Studio now supports the Decisions endpoint. That’s going to be useful. #jev #ai #systemone
Pocketbase has been such a joy recently. Really enjoying writing Go code to integrating Jev into my record update hooks.
I triaged 862 GitHub issues in 26 seconds for under $0.10, using TypeSafe's new Jev model.
Here's how it works, how accurate it was, and where it fell short:
🆕New in #JEV🆕Longitudinally Monitoring Prostate Cancer Bone Metastasis and Treatment Response via Circulating Extracellular Vesicles #extracellularvesicles #iquidbiopsy #prostatecancer #bonemetastasis isevjournals.onlinelibrary.wiley.com/doi/epdf/10....
Jev 互換の判断AI「Clef」と Haiku 5.5 に同じ分類を306問。Clef が自信を持った13%は95%当たった
Un nuevo episodio de 'Código abierto' en que dialogo con @adefuros.bsky.social sobre el lanzamiento de #Jev por TypeSafeAI y sus implicaciones: "El if después del LLM" open.spotify.com/episode/30ig... #Jev #LLM #LargeLanguageModels #SLM #SmallLanguageModels #Harness
🆕New in #JEV🆕 C1qc Mediates Blood–Brain Barrier Disruption in a Mouse Model of Intracerebral Haemorrhage Through Microglia-Derived Migrasomes #extracellularvesicles #migrasomes #bloodbrainbarrier #intracerebralhaemorrhage isevjournals.onlinelibrary.wiley.com/doi/epdf/10....
Jev is 100x cheaper ($0.042/1M input tokens, output tokens *free*) and 40x faster than flash models
I can see it in most architectures, wherever speed matters
Named after the Jevons Paradox: make a resource cheaper and total use goes up
What are you using Jev for?
AutoTrust AI's JEV-27B-VL Surges to the Top of Hugging Face's Trending List #Singapore #AutoTrust #JEV-27B-VL #AI_Decision_Models
What makes Jev architecture such a big deal?
Chatbots are great for talking, but terrible for high-throughput pipeline work. When your goal is pure speed & reliability, conversation is just overhead.
Dive into how it works here: youtu.be/qEgrIJBgxME
🧠 Decisions API di #OpenAI è una risposta al trend di #JEV? Testo e immagini diventano probabilità, categorie e punteggi utilizzabili dal software per classificare e instradare le richieste.
👉 I dettagli: lnkd.in/p/eKv8QhVM
#Decisions #API is available on #OpenAI with gpt-6-luna model only. Text & Images. X10 faster than Responses API. Input costs $0.10 per 1M tokens. You pay only for input tokens: there are no cache-read, cache-write, or output-token charges.
POST /v1/decisions
#AI #LLM #Jev #SystemOne #GPT
open. fast. #3 on open-source benchmarks.
Blink v0.3 (26B-A4B NVFP4) is live: huggingface.co/PixilabAI/Bl...
vision in. uncensored. fast moderation.
v0.4 is training. we're going for #1.
the real difference between Clef and Gutsy
🆕New in #JEV🆕 Conserved and Tissue-Specific RNA and Protein Cargos of Small Extracellular Vesicles From 120 Tissue Sites Across 34 Organs in a Single Pig #extracellularvesicles #evcargo #proteincargo #mirnacargo isevjournals.onlinelibrary.wiley.com/doi/epdf/10....
Jev atteint 76 % de succès dans le diagnostic SRE automatisé, avec un temps médian de 14,6 s pour 105 scénarios Kubernetes, et seulement 0,15 $ de coût d’inférence total.
Decision API de OpenAI developers.openai.com/api/docs/gui... #jev #decisionmodel
https://blog.gslin.org/archives/2026/10/07/13252/openai-%e6%8f%90%e4%be%9b-decisions-api/
OpenAI 提供 Decisions API
#ai #api #choice #cost #decisions #gpt #Gpt6 #input #jev #language #large #llm #luna
New study shows the JEV AI judge’s confidence is just its max probability – a quirky twist on LLM‑as‑a‑judge decision models. What does this mean for AI evaluation pipelines? Dive in! #JEV #LLMasAJudge #ConfidenceScore