Top Tweets for #SYSTEMONE
✅ Lowest landmark + measurement error vs. the compared methods
✅ Reviewing the 10% least certain points catches 40% of the errors
4/ 📄 Paper: https://t.co/7RdUYsfCci
💻 Code: https://t.co/0Bj2UtBFgG
🌐 Project: https://t.co/9l6pYYCSkm
#SystemOne #Jev #Kev #MedicalAI
𝗠𝗮𝗸𝗲 𝘆𝗼𝘂𝗿 𝗮𝗴𝗲𝗻𝘁 𝘁𝗵𝗶𝗻𝗸 𝗳𝗮𝘀𝘁 𝗮𝗻𝗱 𝘀𝗹𝗼𝘄.
System One decides in a blink. System Two reasons in depth.
𝗢𝗻𝗲 𝗿𝗼𝘂𝘁𝗲𝗿. 𝗧𝘄𝗼 𝗺𝗶𝗻𝗱𝘀.
𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝗶𝗻𝗴 𝗦𝘆𝘀𝘁𝗲𝗺 𝗗𝘂𝗼 → https://t.co/zSPzFm6PLA
#Jev #SystemOne #SystemTwo #OpenSource
El Máster en Big Data y Data Science de la UNED invita al webinario “SYSTEM ONE: UNA NUEVA CLASE DE LLM”.
Jueves 29 octubre a las 20:00 horas.
Enlace: https://t.co/PbtxhqKCPv
@FundacionUNED #CienciaDeDatos #analisisdedatos #cientificodedatos #BigDataAnalysis #SYSTEMONE

LLM-as-a-Judge is powerful, but what if you don’t need another LLM? Use a System One model to fact-check AI responses with focused, typed judgments at lower cost and latency.
https://t.co/WDrGAq5zav
#SpringAI #Java #SystemOne #AIEvaluation #Jev

First half of 2026:
Watching "System Two/2" vibe coding = Watching the Windows 98 Defragmenter working
Second half of 2026:
Watching "System One/1" playing my vibe coded casual games autonomously = Watching the Windows XP Defragmenter working
#systemone #llm #slm #laya #clef #jev
What if you don’t need an LLM to generate an answer, but simply need AI to make a judgment? In my latest Spring AI Recipe, I explore Jev, System One models, and fast, structured AI judgments.
https://t.co/Rm22Pu6zkP
#SpringAI #Java #Jev #SystemOne

Tried @ollama System One + @bespokelabsai Nimble in a live warehouse simulation.
The model is making real-time operational decisions like reroute, wait and return-to-charge in ~200–350 ms locally.
This is where small decision models get interesting.
#Ollama #SystemOne #LocalAI
Ollama now supports Jev-like decision models all locally.
Use decision models like Nimble for tasks like ticket triaging, model routing, and content moderation.
ollama pull nimble
Here’s Nimble playing Ollama racer through the new local /v1/systemone API by making decisions in real-time. 🏎️
🚀 Spring AI TypeSafe 0.3.0 (@typesafeai Jev) now supports local engines too: the same client works with the Ollama and Laya #SystemOne endpoints
- Ollama: https://t.co/i1ems6lXhQ
- Laya: https://t.co/et7KYKUqGC
https://t.co/xHppCgOzE2
#SpringAI #Ollama #Laya #Jev

i think jev is something that's going to change how software is designed and built.
Let me know your thoughts.
#systemOne #development #softwareEngineering
The results? By having Jev act as the fast, intuitive gatekeeper before invoking heavy LLM generation, the hybrid pipeline significantly cuts token costs and latency while preserving high-quality memory extraction and knowledge graph
#TypeSafeAI #Jev #SystemOne #BuildInPublic

@MatthewBerman Decisão em 80ms não é luxo; é o que torna simulações e agentes autônomos viáveis.
#UnrealEngine #GameDev #AI #SystemOne
Introducing #NotJev : Turn any local LLM into a Jev-style decision engine
1 token + logprobs → verdict + probability + abstentionWorks with vLLM, llama.cpp…
23 ms p50 on a local 8B
Same model for System 1 (fast) and System 2 (chat).
https://t.co/HjkY4rFxt2 #Jev #SystemOne #LLM
Shipped ReflexGate v0.1.1 — a local Jev-compatible / System One–compatible gate.
Fix: multi-token choice scoring + confidence calibration (no more ~0.03 collapse).
Still a cheap local gatekeeper, not a hosted Jev replacement.
https://t.co/1CgoICU55w
#Jev #JEV #SystemOne
Jev创始人Diogo刚亲口承认:到现在团队里一个运营都没招!
发布才几天,Waitlist爆了,HN登顶,开发者自己写教程、做demo、建社区。
好产品真的不需要宣传。
它自己会说话,用户自己会来。
#Jev #TypeSafeAI #好产品自己会说话 #SystemOne

必看!Diogo Almeida(ex-OpenAI)36分钟技术演讲直接开撕:
“下一个时代不是Claude Code,也不是Codex。
它们还停留在‘人在回路’的辅助时代。
JEV才是LLM真正的下一步
200倍更快,400倍更便宜,0幻觉,彻底去掉人类介入。
这就是未来大模型该有的样子。”
RLHF优化的是“让人听着爽”,不是“让软件自己干成事”。
过度承诺、模式崩溃、永远离不开人——全是设计出来的。
真正的自动化不需要会聊天的模型,
需要能直接给代码做决策、带校准概率、零幻觉的System One。
这场演讲,比斯坦福机器学习学位更值钱。
#Jev #TypeSafeAI #RLHF已死 #SystemOne #AI革命 #DiogoAlmeida
https://t.co/4mTkOdT8hy
Jev could become the fast decision layer between code and LLMs—judging when deeper reasoning is actually needed.
#AI #Agents #Jev #LLM #SystemOne https://t.co/lluMqzHDTu
Ca part tester le modèle Jev de TypeSafe AI en vif !
#SystemOne

@ShaunLintern @zubirahmed You probably need to complain about #systemone and #emis rather than GPs. Many hospital systems now have portals for GPs and full access for patients… the legislation needs to include EHR funding
#Ageism as a 'weapon' against the viewpoint of #BiologicalRealists above a certain age?
How truly liberating!
And how intellectually clever!
Resorting to #SystemOne thinking. Instead of the rigorous logical #SystemTwo thinking.
Sales people often use system 1 images and clips.
The new TRA and their “feminist” allies have a new trick. Calling TERFS old in some format. I’ve seen “middle-aged” “elderly” “biddies” and “frumpy”. It’s ramped up. It’s meant to make us quieter or ashamed or something.
It’s really odd they decided this would work. I know they aren’t the brightest but surely they know that most of us aren’t afraid of how we look. That’s the whole point - you lot don’t like how you look and have to change it entirely.
We like how we look and take care of our health. I’m 58, female and I look just fine thanks. We all do. Fuck them and their insecurities and mental health crises.
N.B some of them are also old. They seem to be able to deny the facts of life AND biology. Hence regular mental episodes.

So why do you want to work for this company?
Join our Sound Off with System One, Live on LinkedIn and YouTube THIS FRIDAY for how to answer this and other interview questions.
#SystemOne #Recruiter #JobTips
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