Pikachu
3.5K posts
Under the hood,
the architecture is doing something pretty clever : blending semantic representations, native causal pretraining, and efficient inference into one system
Robbyant@robbyant_brain
🤖Robots that think ahead and act in real time. LingBot-VA 2.0 — the first embodied-native foundation model. Not fine-tuned from a video generator. Built from scratch for the physical world. ✅ 93.6% success on bimanual tasks ⚡ 150 Hz single-GPU inference 🎯 20 demos to generalize. This is what happens when you stop adapting and start building natively. 🧵👇
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I have a controversial opinion.
Getting selected at TCS, Infosys, Wipro, or meta is not a career destination.
It's a starting point.
The problem is that many people stop learning after getting the offer letter.
The developers who become highly paid engineers are usually the ones who keep learning after office hours.
Your first company matters.
But your skills matter far more.
Agree or disagree? 👇
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We're slowly moving from AI that watches the world to AI that can reason about interacting with it
That's a much bigger milestone than it sounds
Robbyant@robbyant_brain
Today we open-source LingBot-Video — the first MoE-based video foundation model built for embodied intelligence. 🔹30B params, only 3B active at inference. 🔹Augmented with 70K hours of embodied data on top of large-scale internet video pretraining. 🔹Already outperforming Wan2.6, Seedance 1.5 Pro, and Cosmos3 Super on RBench. 🧵👇
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Meta just cooked Opus 4.8 and GPT-5.5
> Yesterday Grok 4.5, today Meta cooks Opus 4.8 and GPT-5.6.
> Muse Spark 1.1 dropped out of nowhere and it's already SOTA on Humanity's Last Exam.
> Nine months ago Wang's team rebuilt Meta's entire AI stack from scratch, and this is the result, beating Opus 4.8 and GPT-5.5 on multiple benchmarks.
It's priced at just $1.25 input and $4.25 output too.
Wang cooked, no other way to put it.
Alexandr Wang@alexandr_wang
1/ muse spark 1.1 is an industry-competitive agentic and coding model. across many agentic evals it rivals gpt-5.5 and opus-4.8. available now through the new meta model api and in meta ai. 🧵
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Be honest.
Which company is building the future right now?
- OpenAI
- Anthropic
- Google
- xAI
- Meta
- Microsoft
- Apple
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I've always been the person who says, "Sorry about my handwriting" before handing someone my notes.
So I figured I'd throw those same messy notes into Seedream 5.0 Pro on BytePlus just for fun
It somehow understood everything
the cursive, random capital letters, and arrows I barely understood myself
BytePlus@BytePlusGlobal
Dola Seedream 5.0 Pro API is now available on BytePlus. AI image generation is evolving beyond creating a single image. Edit with precision. Visualize complex information. Render realistic images and portraits. Create across languages. Create production-ready visual assets for enterprise workflows.
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