welcome Assured Robot Intelligence (ARI) to MSL! excited to build physical with @LerrelPinto @xiaolonw and the whole team!
@alexandr_wang
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Sophisticated Views on AI Models and Their Relative Strengths
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i really appreciate when people develop sophisticated views about our models and their relative strengths! it is certainly a labor of love
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Muse Spark Ranks Third on ClawEval, Outperforms GPT-5.4
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Muse Spark is #3 on ClawEval, ahead of GPT-5.4 and Gemini 3.1 Pro. It is honestly a surprisingly agentic model. https://
github.com/claw-eval/claw
-eval
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MSL Publishes Preparedness Reports for Advanced AI Models
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As we develop more capable models at the frontier, MSL is committed to safety and preparedness for AI. To demonstrate this commitment, we will be publishing preparedness reports for our models, in line with our new Advanced AI Scaling Framework. See our Muse Spark report below:
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Muse Spark Excels at Data Analysis and Open Source Research
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i find muse spark is very good at data analysis—both finding relevant open-source data and analyzing it. for example, here's my results for analyzing global share of GDP over past century: https://
meta.ai/share/cw54skLB
Sqy
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Meta AI Contemplating Mode: 16 Agents Working on Complex Reasoning
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check out Contemplating mode for your most complex reasoning queries! Mostly Borrowed Ideas (@borrowed_ideas) Not usually a Meta AI user, but wanted to give them a shot after the latest model release (it's free anyway). So I installed the app on my desktop, and noticed "contemplating" mode (didn't see that on the mobile app btw). When I asked a question, 16 agents simultaneously started working on the question which looks pretty cool! — https://nitter.net/borrowed_ideas/status/2043040075928474080#m
→ View original post on X — @alexandr_wang, 2026-04-12 04:00 UTC
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MSL operates like a startup, join the team
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MSL *really does* run like a startup 🙂 join us if that sounds exciting to you! Vu Tran (@vu0tran) Crazy to see the positive response to Muse Spark. I joined Meta in Dec and was surprised how startup-y MSL feels. Dec through now, through the holidays was literally nonstop building for me. Everyone on the team cares. People want to do great work — https://nitter.net/vu0tran/status/2043029196277211325#m
→ View original post on X — @alexandr_wang, 2026-04-12 03:56 UTC
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Meta’s Muse Spark impresses with vision capabilities and free access
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people are finding all the cool things we built into muse spark 🙂 Deedy (@deedydas) The coolest thing Meta AI's Muse Spark can do by far is counting objects! As you can tell, it's far from perfect. They call it "visual grounding" and it can count objects and do bounding boxes. I've been playing with the new model and here's what I think so far: Good stuff: – Incredible at vision. It's ability to read text in images is the best I've seen. – Really high quality at web design. It's the only model I've seen that uses Unsplash, OpenLibrary and other images by default. – It's free! You don't pay to use Muse Spark Thinking. Bad stuff: – Meta's classic playbook of growth tactics are dodgy. They're sending Instagram notifs to people's friends without their consent. Their app ranking jump is not organic. – Reasoning itself is pretty solid but not best in class. It can do pretty advanced math and science problems. The long term threat here is Meta has distribution and has the ability to give their model away for free, which makes them a formidable threat to the big AI labs, particularly in consumer. — https://nitter.net/deedydas/status/2043127931405529474#m
→ View original post on X — @alexandr_wang, 2026-04-12 03:54 UTC
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Contemplating AI Shows High Performance in Science Coding Economics
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Let us know what you think! We found “Contemplating” had extremely high intelligence on science, coding, and economic areas in our own testing
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Meta AI on Home Screen Praised for General Queries
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I added Meta ai to my Home Screen, finding it great for general queries. Surprised more people aren’t talking about it
→ View original post on X — @alexandr_wang, 2026-04-11 17:48 UTC