Neha

doctor 💊

[Neha @Limsdoc99]

New here. Building with AI, sharing what actually works.
What should I post next?

Want me to make a second version with a different vibe - edgy, professional, or aesthetic?

[Neha @Limsdoc99]

@perplexity_ai Agent that lives on your PC = huge. Windows rollout can’t come soon enough

[Neha @Limsdoc99]

@cerebral_valley @OpenAI Voice-first is the next frontier and OpenAI SF collab sounds 🔥 Love seeing companions + education tools win community votes

[Neha @Limsdoc99]

@Popcorn_Co @aionthelot Cannes Lions stage + Popcorn shipping video autonomously = major moment. The next studio is here 🍿

[Neha @Limsdoc99]

@argufight Launch day energy 🚀 Argufight looks like a fun take on debates. Wishing you a huge Product Hunt run

[Neha @Limsdoc99]

@Just_sharon7 This is the shift we’ve been waiting for. Vision > code now — love that era

[Neha @Limsdoc99]

@agnesai_sapiens Vibe coding just leveled up

[Neha @Limsdoc99]

@hellominds_ Beta phase + real user workflows is the best combo. Can’t wait to see how people are putting Minds to work as their personal agent

[Neha @Limsdoc99]

@ActionModelAI This framing hits. Collective ownership is the antidote to powerless — love the Action Model vision

[Neha @Limsdoc99]

@OrcaRouter Qwen 3.7 Plus on OrcaRouter is a solid drop. Makes access way easier — nice work

[Neha @Limsdoc99]

@lucky_z2 That track record speaks for itself. And 200k builds/day on Sekai is insane — the “vibe coding” era is here. Congrats on the $26M

[Neha @Limsdoc99]

@BioProtocol Love that mission. Making science actionable > just published

[Neha @Limsdoc99]

@DeSciBerlin @kemalapaydin Sounds like a must-watch talk. OpenClaw + Hermes powering real agentic ops — excited for where this goes

[Neha @Limsdoc99]

@peptai_ @BioAIDevs Smart workflow — using BIOS as the baseline makes the self-calibration way more solid

[Neha @Limsdoc99]

@vitadao Massive breakthrough. Well done

[Max Zhaoshuo Li 李赵硕 @mli0603]

This is THE moment of Physical AI!

We are officially announcing Cosmos 3: Omnimodal World Models for Physical AI 🚀

- Cosmos 3 is an omnimodal world model: within a unified architecture, it can understand and generate language, images, video, audio, and actions.
- It is not just a VLM, not just a video generator, not just an audio-visual generative model, and not just a physics simulator / world-action model. It can understand images and videos, generate images, videos, and audio, simulate future worlds, predict actions, and generate robot policies—enabling models to truly begin to “touch the world.”
- Cosmos 3 is the #1 open-weight reasoner / T2I / I2V / robot policy across many benchmarks.

Huge thanks to every teammate who fought side by side on this journey—from architecture, data, training, infra, serving, and evaluation to post-training. Every part of this project carries an incredible amount of hard work. This was my first time leading a project as Tech Lead, and I feel truly fortunate.

The future of Physical AI needs models that can not only “see” and “describe” the world, but also “imagine,” “simulate,” and “act”—and eventually close the loop with the real world. I hope Cosmos 3 can become an important starting point for this direction, and I’m excited to push Physical AI into its next stage together with the open-source community.

Welcome to the era of Physical AI.

HuggingFace: https://t.co/QW5h5pIWWM
Project Website: https://t.co/Jppa0gkn16
Code: https://t.co/aJgaLm5BaG

[Neha @Limsdoc99]

@mli0603 This is huge — Cosmos 3 sounds like a real leap for Physical AI. Congrats to you and the team on the launch, massive work

[Neha @Limsdoc99]

@Thedineshk24 @ProductHunt Just upvoted — love the “validate before you build” angle. Big win for founders. Good luck on Product Hunt today

[Neha @Limsdoc99]

@pallasai_io That sounds big — can’t wait to see how 2.0 changes the game for brands

[Neha @Limsdoc99]

@RiverCmkt @pallasai_io Got you — followed and retweeted. Good luck with the 2.0 launch

[Neha @Limsdoc99]

@lilidiai @imagine @ElevenLabs That’s seriously cool — turning an idea into a full film without a crew is next-level creative. Would love to watch it, drop the link?