Mark retweeted
The interesting part of OXR isn't the benchmark sweep. It's how it got there. RSI post-training, never seen before for doc parsers: given label-free docs, a generalist VLM pulls out errors and low-confidence calls, rollout disagreement flags more, clustering organizes by cause, and the VLM charts the follow-up training data. No human labels. Plus: independent dedicated layout model, recognition & ordering in parallel. OK, the sweep: first on olmOCR-Bench, on OmniDocBench, on DocParsingBench; 2.52x MinerU2.5-Pro on an RTX PRO 6000. Layout replaceable.
github.com/SoMarkAI/OXR
Mark retweeted
1. Life Pattern Audit
“My birth date is [DD/MM/YYYY]. Use it only to understand my age and life stage. Don’t use astrology, zodiac signs, numerology, or fortune telling. Interview me with thoughtful questions to identify recurring patterns in my habits, choices, relationships, and goals. Tell me which strengths I should protect and which patterns I should change.”
Mark retweeted
A Heart doctor admitted:
“There are 3 types of people who don't get heart attacks.”
1. Don't go pee at 3 AM
Mark retweeted
PUT YOUR BIRTH DATE INTO CHATGPT.
But you can use it as a starting point for a much more interesting exercise: understanding yourself.
No astrology.
No zodiac signs.
No numerology.
No fortune telling.
Just shockingly accurate psychological insights that expose patterns you've been repeating your entire life.
Here are 7 prompts you won't be able to stop thinking about:
Mark retweeted
The ability to manage several conversations within one project is a practical improvement for anyone working through complex creative ideas. Add better asset organization and smarter memory, and Flova 1.5 becomes an interesting upgrade for everyday production. @Flovaai flova.ai/?refCode=MPLHELP7
🤝 Paid partnership
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!
Mark retweeted
Working with AI becomes more effective when you can organize the process around your own goals. Flova 1.5 combines flexible project conversations, better retrieval, and control over Agent generation to support a more intentional creative workflow. @Flovaai flova.ai/?refCode=MPLHELP7
🤝 Paid partnership
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!
Mark retweeted
AI video creation is becoming a complete workflow rather than a single prompt. Flova 1.5 supports that evolution with improved project organization, faster retrieval, smarter memory, and more control over generation. A solid reason to explore what @Flovaai is building. flova.ai/?refCode=MPLHELP7
🤝 Paid partnership
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!


























