@its_sshahid

Making AI useful and accessible at Adaption

sites.google.com/view/simra-shahid/home
Joined January 2018
  • Tweets77
  • Following887
  • Followers152
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Loved our conversation on generative and malleable interfaces with @HaijunXia! So many interesting ideas around how people can explore, interact with, and shape intelligence.
Haijun Xia
@HaijunXiaOct 22
Had a blast discussing Dynamic Task UIs with Simra @its_sshahid from @adaption_ai . If you missed it, this article I published today xitter.cf/HaijunXia/status/21133… summarizes my view of the emerging interface paradigm with AI agents.
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Which review complaints get ICLR papers rejected? I used @adaption_ai's Visualize to cluster the harshest review of 5,000 ICLR 2026 papers. Complaints about weak baselines or novelty drop acceptance to ~23%, while those about compute cost or real-world validity leave it at 36%.
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dhruv
@dhruvrnaikOct 15
Intelligent, adaptive interfaces are becoming ever more important as AI becomes central to our lives. Visualize is our first release in this area, enabling you to interact with your data, get actionable insights and improve it. Awesome work from @its_sshahid and team!
adaption
@adaption_aiOct 15
Introducing Visualize, the first release in Adaption’s Adaptive Interfaces. Turn your insights into actions that shape your data and intelligence with Adaption’s full AI system. See it. Shape it. Own it.
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Bargav Jagatha
@bargav025Oct 15
u don't need to spend hours configuring matplotlib or seaborn just to get insights from your data anymore. this is far more effective, intuitive and seamless. massive shoutout to @its_sshahid
adaption
@adaption_aiOct 15
Introducing Visualize, the first release in Adaption’s Adaptive Interfaces. Turn your insights into actions that shape your data and intelligence with Adaption’s full AI system. See it. Shape it. Own it.
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The first release of Adaptive Interfaces is out! Visualize boosts your understanding of your data and enables the “a-ha moment” in an easy workflow. Check it out!
adaption
@adaption_aiOct 15
Introducing Visualize, the first release in Adaption’s Adaptive Interfaces. Turn your insights into actions that shape your data and intelligence with Adaption’s full AI system. See it. Shape it. Own it.
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Sara Hooker
@sarahookrOct 15
Introducing @adaption_ai adaptive charts. Automatically suggests the best questions to ask from your data. Insights feed into your intelligence self-improving. ✨🔥
adaption
@adaption_aiOct 15
Introducing Visualize, the first release in Adaption’s Adaptive Interfaces. Turn your insights into actions that shape your data and intelligence with Adaption’s full AI system. See it. Shape it. Own it.
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Sudip Roy
@sudip_r0yOct 15
Today, we’re introducing Visualize at @adaption_ai. Visualize turns your data into actionable insights so you can customize your intelligence. Upload your data. Ask questions. Get suggested changes. Visualize puts that knowledge into Adaption’s full research loop.
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Our first Adaptive Interfaces launch: Visualize! 🔥 What excites me most is how these charts can help people go from understanding what's missing in their data to deciding what data to adapt, invent, or train on, ultimately shaping intelligence that keeps improving with them.
adaption
@adaption_aiOct 15
Introducing Visualize, the first release in Adaption’s Adaptive Interfaces. Turn your insights into actions that shape your data and intelligence with Adaption’s full AI system. See it. Shape it. Own it.
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Sara Hooker
@sarahookrOct 15
We will be releasing a prototype in 2h of something we have been working on for awhile. 🔥 Our first release under our adaptive interfaces pillar. I may be on a plane with no wi-fi back to SF. Praying to the the starlink gods
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Sara Hooker
@sarahookrOct 9
Talk @modal runtime last week. Thanks to @bernhardsson @charles_irl for inviting @adaption_ai 🔥 I spoke about why we are in the era of interaction. The smartest model will be one that interacts with the world, and can rapidly incorporate new knowledge.
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We spend a lot of time making models more capable, and far less on how people experience and shape that intelligence. It’s central to Adaptive Interfaces at @adaption_ai. I’m excited to unpack this with @HaijunXia who has been rethinking the future of interfaces!
adaption
@adaption_aiOct 6
Adaptive Interfaces feed user corrections back into a model, so AI keeps improving after deployment. Join @its_sshahid, Technical Staff at Adaption, and @HaijunXia, Associate Professor at @UCSanDiego on October 22nd.
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Noy Sternlicht@NoySternlichtOct 8
⚖️ How novel are the ideas your AI scientist comes up with? These days the answer usually comes from an LLM judge. We tested how much you can trust those judges. Not much: tiny prompt tweaks swing their verdicts wildly, sometimes below a coin flip.
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Shivalika Singh@singhshiviiiOct 1
We recently launched Invent-a-dataset that allows creating post-training datasets using just a natural language description 📖 🖊️ Today we share an extensive technical report evaluating Invent API against using frontier proprietary and open-weight LLMs for data generation ✨🧵
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adaption
@adaption_aiOct 1
The biggest hurdle in frontier AI is curating high-quality, diverse data. What happens if you need to post-train a model for a new capability, but have zero data? Today, we release the technical report for Invent a Dataset.
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adaption
@adaption_aiSep 28
Self-improving intelligence compounds. Hear Co-founder @sarahookr talk about why continuous learning beats scale at Runtime by @modal on October 1st.
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Prathyush@prathyvsh26 Jul 2025
Here’s a thread on Semantic Zoom — a UI design pattern that is becoming prominent in the design scene with AIs enabling multi-level text summaries.
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Sara Hooker
@sarahookrSep 19
Very nice @GoogleColab notebook from @adaption_ai staff showing how use invent a dataset in a few lines of code. 🔥 colab.research.google.com/dr…
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How we judge and improve AI shapes what we build and how people experience it. These questions are central to how we think about adaptive intelligence at @adaption_ai, and I can't think of a better person to discuss them with than @sh_reya. Join us and bring your questions!
adaption
@adaption_aiSep 11
What happens when the metrics say a model is doing good, but its outputs still miss what matters to you? Join @its_sshahid, Technical Staff at Adaption, and @sh_reya, Assistant Professor of CS at @CarnegieMellon on Sept 22nd.
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adaption
@adaption_aiSep 10
Co-founder @sarahookr was named to @WomenTechNet Top 100 Women in AI. The list recognizes the builders and leaders shaping what AI becomes next. Proud to build that future with her.
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adaption
@adaption_aiJul 16
AutoScientist is now multimodal. Train custom AI models across text and images with an automated research loop that optimizes data and training recipes.
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