Sherif retweeted
Here's a simple demo of why and when you'd use #Jev from @typesafeai.
It doesn't generate text. It doesn't mean it can't hallucinate but if you know you have certain classification paths, it can classify with lightning speed and low cost and onward a query to the step where a traditional LLM is better.
Here, I do a walkthrough of a 100 questions with Jev versus Haiku and show why and when I'd use it. Not shown in video is the cost:
- for 2x 100-query run, Jev was $0.006 and Haiku was $0.019
- The second run was 1 question at a time, whereas the one shown is 4 questions at a time, but this did not affect latency too much
The original thread for what I was applying this on is at: xitter.cf/SiddhitSanghavi/status…
So what use cases do you have for Jev?
Experiments in building a farm advisory agent using the @claudeai API 🧵:
Episode 1: Wrong language!
Sherif retweeted
Congrats to @CompleteSkeptic & @typesafeai , I didn't know how much I needed this model until I got access. My Simplified Breakdown of Jev 👇
Sherif retweeted
what if copy/paste was smart?
powered by @typesafeai jev
it feels like every computer interaction will get rewritten
Sherif retweeted
I built a voice controlled computer-use for my mac using @typesafeai's Jev and it's INSANE how fast it is!
I can dictate "open the notes app and create..." and the app opens before I even finish my sentence.
Sherif retweeted
Seedance 2.5 on Higgsfield AI
Prompt:
A tired woman in in a loose tank top and sleep shorts, slow habitual movement. Slightly smeared eyeliner, bare feet, heavy posture, detached face.
ENVIRONMENT: A cramped cluttered apartment with an unmade mattress, scattered clothes, a narrow hallway, a damp bathroom with dim tile reflections, and a tiny kitchen crowded with dirty dishes and empty bottles. Warm practical lamps mix with sickly green neon leaking through blinds and door glass, turning the rooms into a humid late-night maze.
MOOD: Detached routine turns quietly uncanny, as if an unseen presence is floating above her and waiting for her to notice.
COLOR LOGIC: Matrix Green Look
CAMERA: POV overhead follow in a strict bird's eye view, locked directly above the top of her head at all times, perfectly centered over her body from start to finish, floating smoothly with no shake, tilt, angle drift, or side offset, passing through ceilings and door frames as one uninterrupted camera event. 24mm wide, digital clean look, locked overhead tracking package throughout.
SCENE:
She wakes on the mattress. Sits up under the lens.
Still centered under the lens, reaches to the floor. Picks up the cigarette and lighter. Places the cigarette between her lips. Lights it. Drops the lighter on the mattress. Stands up with the cigarette still with her.
Under the same overhead lock, crosses the cluttered room.
The lens tracks directly above her into the narrow hallway. Enters the bathroom.
Still pinned overhead, keeps the cigarette in her right hand. Extends that arm away from the running water. Leans on the sink. Turns on the tap with her left hand. Splashes water onto her face with her left hand.
The overhead follow carries her back out of the bathroom into the hallway. Moves along the hallway past the bathroom door. Turns into the tiny kitchen.
Still centered under the camera, keeps the cigarette with her. Reaches across the dirty dishes with her free hand. Picks up a glass from the counter.
Stops exactly under the lens. Holds the cigarette in her right hand and the glass in her left hand.
The lens stays fixed above her. Freezes. Looks right. Looks left. Takes a drag from the cigarette. Snaps her head straight up into the lens. Blows smoke toward the camera. Locks eye contact.
SFX: lighter flick, inhale, faint city hum, refrigerator buzz, soft bare footsteps, water run. Sodium amber particles, toxic green neon reflect off tile, smoke, bottles, and damp surface.
Sherif retweeted
introducing Space: a cloud filesystem built for work
instead of waiting, you can:
→ mount one persistent drive for you and your agents
→ instantly work in the cloud like local
→ only stream the bytes you need
→ no compression on any of your files
try it for yourself today
Sherif retweeted
Introducing ObsidianUI
- React & Tailwind CSS Components Library
- Agents MCP
- Redesigned UI
GPT 6 Sol cooked well - in less than 20 mins
video made with HyperFrames with only a few prompts! pretty good results so far
copy the source or install via shadcn-cli
Free, open source, no sign-up
Sherif retweeted
Chamath talks about how he uses customized AI agents and skills for his own life and work.
- a Nash equilibrium AI agent for his high-stakes negotiations
- a personal AI world model for major life decisions
- he has effectively built a persistent microservices around a foundation model
----
From "Chamath Palihapitiya" YouTube channel, (link in comment)
Sherif retweeted
Opus 5.5にAfter Effectsを操作させるテスト、その3。
■ベース
・曲はSunoで作成
・MiniMax H3に曲を聴かせて、女の子を踊らせる（15秒×2本）
■AEでやらせたこと
・踊りの映像から全身の骨格を1コマずつ取り出して、AEに流し込む
・その骨格データで、文字・光・カメラを動かす
上げた手から歌詞がぶら下がる／拳から文字を撃つ／着地した足元から色があふれる
・トラッキングの見せ方を章ごとに変える
■わかったこと
・骨格さえ取れれば、手作業のトラッキングなしで文字を体に追従させられる
・H3は曲を渡すと、拍に合わせてかなり踊ってくれる
・トラッキング表現は出しっぱなしだと飽きる。どこで見せてどこで引くかは、結局人が見て決めないとダメでした
画面の数字や枠は、実際に踊りから取った座標と速度です。
Sherif retweeted
She built 200+ agents for Anthropic and made $2.1M - and in 60 minutes leaked everything she knows at Stanford:
02:07 - her first agent for Anthropic brought her $2.1M
08:34 - agents replace a team of 80 engineers worth $400k a month
19:47 - one agent did overnight what the company planned for 7 years
after watching I launched my first agent - $12k in the first week and zero employees needed:
save & watch - the article below is step by step how to build your first agent like hers.
