✦ Exploring the future of AI 🤖 Discovering tools, brands & projects⚡and sharing my tech knowledge 📩 [email protected] https://teapawt.net/t.co/nmK57htOqL
New York, USA
Joined July 2020
- Tweets72.1K
- Following42K
- Followers53.7K
- Likes68.5K
SCARLETT AI✨ retweeted
We carry large power banks in our bags just in case our phones drop below 20%, yet a lot of us have zero backup plan when the actual wall outlets at home go dead.
A solar generator from @jackeryinc could be a practical fix.
When the power cuts out, the Wi-Fi router, fridge, computer, and other home electronic equipment go down with it.
Power belongs right next to food and water on an emergency checklist, so let me tell you several ways Jackery can help.
🤝 Paid partnership
SCARLETT AI✨ retweeted
Retell just crossed $100M in revenue run rate.
$10M to $100M in 17 months. Profitable. $4.6M raised.
From day one, we’ve focused on solving the hardest parts of deploying voice AI in the product itself, so customers can build, manage, and improve their own agents without depending on us.
Our bet: the future of the contact center belongs to the teams who run it.
Proud of our team. Grateful to every customer who believed in us.
SCARLETT AI✨ retweeted
Preparedness isn’t just food and water. It’s also having a plan to keep essential devices powered during an outage.
@jackeryinc solar generators combine a battery power station with solar panels for quiet, fuel-free power with no exhaust fumes.
Recharge the power station from a wall outlet, a car outlet, a gas generator or compatible solar panels.
Here are a few practical ways they can help at home and beyond ↓
🤝 Paid partnership
SCARLETT AI✨ retweeted
Excited to share our latest edition of world model PAN 2 built on a Generative Latent Prediction (#GLP) architecture. A world model needs to operate in an "Aristotelian world" instead of a "Platonic world" where physical intelligence translates to 6 dimensions of capability: obeying the laws of physics, coherence over history, persistence beyond sight, conformity to constraints, invariance to viewpoints, adherence to objective dynamism; and furthermore provides 3 advanced functions: acting as a world simulator that is steerable with actions and plans (long sequence of sections), thereby enabling stimulative reasoning or thought-experiments, and therefore supporting agent to solve complex tasks, and doing so in a fully auditable fashion (hence Aristotelian). A full paper will be posted soon to explain in details how we achieve this.
Congratulation to the @IFM_AI PAN team.
Introducing PAN 2: an open foundation world model for physical intelligence.
A language model predicts the next word. PAN 2 predicts the next world: what happens after each action, grounded in time, physics and space.
Towards AI that simulates “what if?” before it acts.
More details: ifm.ai/pan/
SCARLETT AI✨ retweeted
What happens after 100+ rounds of “just one more change”? How far can you push an image before it starts to drift?
Meet Seedream 5.5: precise local edits, consistency across repeated revisions, more natural visuals and native transparent assets.
Explore what’s new below. 👇
byteplus.com/en/contact-us/s…
SCARLETT AI✨ retweeted
Most think vibecoding at scale is slop. Here’s a counterexample.
Today we release a 16M-line formalization of the entire Stacks Project, critical infra underlying modern math, with optimized code quality and its highly interconnected structure preserved.
A mathematical city 🌆
SCARLETT AI✨ retweeted
VOSU just killed AI subscriptions.
You get the same AI models. Up to 70% cheaper than major competitors.
No subscriptions.
No monthly credit resets.
No expiring credits.
Start with just $1.
Stop wasting your hard-earned money on platforms that take away credits YOU paid for.
Busy month? Life happened? Your credits are still YOURS - @vosu_ai has your back.
You paid for them. Why the hell should a calendar take them away?
Your creativity doesn’t run on a billing cycle.
SCARLETT AI✨ retweeted
Introducing Wanaka Studio 1.0, an AI-native game engine.
Build real 3D multiplayer games. No coding needed.
Instead of making AI fight with Unity, we built an engine it can actually use.
1️⃣→ All-in-one workspace
3D models, rigging, gameplay logic, and sound.
2️⃣→ Speed & cost
5x faster than Opus 5.5 + Unity, at 82% lower agent cost (benchmark in thread).
3️⃣→ Performance
AAA-style visuals in 4K, 60+ FPS, real-time physics and lighting.
4️⃣→ Direct control
Edit anything right in the scene. The agent picks up from your changes.
5️⃣→ One-click publish
Every game is just a link. Cross-platform, nothing to install.
Try Wanaka → studio.wanaka.app/
SCARLETT AI✨ retweeted
Drop 2/15
Are we actually measuring the things we ultimately want our voice AI models to achieve?
The best AI voices are becoming hard to tell apart.
From each other. Not from humans.
🚀 Introducing Turing TTS: an evaluation that measures how often human listeners mistake AI-generated speech for real human speech.
We tested leading TTS models against real human speech. Even the best model fooled listeners only ~10% of the time.
With Turing TTS, we hope to contribute to a broader discussion within the research community about how we measure progress in voice AI.
If one of our goals is to develop speech that is indistinguishable from human speech, how well do our current evaluation methods capture progress toward that goal?
We don’t claim that Turing TTS is the right way forward, or that human indistinguishability should be the goal of every TTS system.
Rather, we hope these findings encourage the community to collectively examine whether blind pairwise human evaluations of naturalness are sufficient, and what else we might need to measure.
Results are now live on @voicearena_ai.
SCARLETT AI✨ retweeted
Drop 1/15: Introducing Joy, a dual-channel conversational dataset.
Real, unscripted conversations between two people, each on their own track. Built to teach voice models how people actually talk: when to listen, when to jump in, when to say “hmm”.
100,000 hours.
50,000 speakers.
10 languages.
SCARLETT AI✨ retweeted
🎬 MiniCPM-OCR in action — running locally on iPhone Duo and iPad.
Parse fast and accurately. Guard the results. All in your hands. 🙌
Handwritten notes, complex formulas, newspapers, poor-quality scans—real documents put OCR to the test.
📄 MiniCPM-OCR 1.0 — SOTA OCR performance and speed at 1B scale.
It achieves 93.68 on Real5-OmniDocBench and 54.7 on OCRBench v2, combining accurate document parsing with efficient inference.
🛡️ MiniCPM-OCR Jev — A 2B decision model that checks OCR accuracy.
It approaches Qwen3.5-397B-A17B on JevOCRBench and works with outputs from different OCR parsers.
Watch it compare parsed text, formulas, and tables with the original image and assign 0–1 correctness scores—helping you pick better results and identify what needs human review.
🔓 Open weights. Deploy your way.
Run with llama.cpp, vLLM, SGLang, or Ollama. Customize with open-source fine-tuning code.
Watch it in action. 👇
🔗 GitHub: github.com/OpenBMB/MiniCPM-O…
🤗 Hugging Face: huggingface.co/spaces/openbm…
👉 Try the Demo：platform.modelbest.ai/consol…
Use the API：platform.modelbest.ai/consol…
SCARLETT AI✨ retweeted
Text-to-speech gets you close. But close isn’t how you’d say it.
So say it yourself, once. HeyGen Voice STS carries the whole performance over to your avatar, down to every pause, emphasis, and whisper.
Test it here: platform.heygen.com/speech-t…
SCARLETT AI✨ retweeted
I turned a long 2,500-word post into 15 key takeaways, saving me 3 hours and getting 2 weeks of content ideas.
A friend asked me to share the article’s main points in a format he could get through quickly.
I gave Viktor, my new AI employee, the job of pulling out the key ideas using only what was in the blog post.
He organized them into a numbered Notion page, and I reviewed the result before sharing it.
My friend got a summary, and I ended up with content ideas to post.
Hire @viktor_com for your team. Start free.
#AIemployee #ContentCreation
Paid Partnership
🤝 Paid partnership
SCARLETT AI✨ retweeted
More and more, image models get ranked by human vote. A vote can miss that your font changed.
Today @DavidZats and I are releasing VybBench, an open benchmark that scores design fidelity with numbers instead of votes. Ask a model to change one headline and it can nudge your font, shift your blue and redraw a corner of your logo too. Each edit changes a little more, until the design isn't yours.
VybBench scores each piece:
145 fonts, matched pixel by pixel against the real font
100 hex codes, scored on how far each color drifts
200 small edits, scored on how many pixels changed, with a judge checking the edit was made
We are not including model scores in the post, but you can see how each model scores on the Hugging Face. Every prompt, output, judge verdict and the scorer is on Hugging Face, link in the reply.
Full Disclosure: At @cocoailabs we also build Vyb - our first design model built to preserve design fidelity and taste.
SCARLETT AI✨ retweeted
I've had nightmare employee issues in the last 24 months.
One long term employee broke mentally and refused to take accountability. Began making my life hell.
An employee who wanted to become a partner extorted me after being terminated.
A partner claimed he was working too much and demanded I sell him my share of the business.
TLDR: 2025-2026 was the year I learned I needed more of the right help.
So, I focused on hiring only elite employees and I'm locked in with my new hire.
Read every onboarded document faster than anyone I've ever hired.
He's down to work weekends and harder/faster when I need him to.
He added $11k MRR to my business within 2 weeks of starting.
I should probably call him my employee of the month.
It's Viktor; he's my new favorite employee.
Yesterday, he accomplished a massive feat in 15 minutes...
For years I've wanted to turn my library of newsletters into SEO blogs. So, I had him build the plan to make it happened.
He audited every one of my newsletters in Google Docs and identified how to repurpose them with a concrete strategy.
200+ docs audited and turned into a formal GTM SEO plan.
I would have never done this and now its a major initiative in progress, and it felt effortless.
Huge fan of Viktor and their team.
Hire @viktor_com for your team. Start free, no credit card
#AIemployee
Paid Partnership
🤝 Paid partnership
SCARLETT AI✨ retweeted
I hired a retention researcher and gave him 12 brands to look at.
One request: please come back with something better than "send them 15% off."
His name is Viktor. He's an AI employee, and I gave him the assignment in Slack.
I wanted to understand what brands were doing to give customers a reason to buy again. Refill flexibility, product education, guarantees, something beyond another coupon with a countdown timer.
He came back in about 10 minutes with a Second Order Library and three experiments to consider. Saved 10+ hours of doing the same research myself.
• A replenishment reminder based on when someone should actually run out.
• A guarantee that makes trying a second product feel less risky.
• A specific gift on order two, introduced while the customer is still excited about order one.
Each proposal included who should get it, what to compare it against, and what to measure, with margin called out where it could bite. We do enjoy keeping some of the money.
The part I appreciated: he separated what he found on brand websites from what he thought we should test. He also flagged what he couldn't verify.
Seeing another brand do something doesn't mean it works. It gives you a hypothesis.
Now I have three test plans to evaluate and the research behind them, in one place.
Not bad for a morning's work.
If you have a research backlog of your own, hire @viktor_com for your team. Free to start, no credit card.
#AIemployee #Retention
Paid Partnership
🤝 Paid partnership
SCARLETT AI✨ retweeted
Introducing Flova 1.5
Smarter. More Adaptive. Bring Ideas to Life.
✨ Run multiple sessions in parallel and explore your creativity freely
✨ Chat at any step and switch between creative tasks with ease
✨ Build and reuse Skills to keep expanding your creative capabilities
✨ Rediscover inspiration quickly with smart memory and retrieval
✨ Manage assets flexibly and keep your creative work organized
✨ Take control of your Agent and create at your own pace
🎊 Smart and flexible—turn ideas into videos, your way!