The research department at MacPaw. On-device AI, LLM efficiency, AI memory, HCI.

Ukraine
Joined October 2015
One more research conference as industry participants - thanks, NordCHI'26 community 🤝 Publication in the proceedings: dl.acm.org/doi/10.1145/38214…
1
3
235
MacPaw AI & Research retweeted
MacPaw is hosting an evening at Boston AI Week: Oct 1, Cambridge, MA. 4:30 — panel with Liquid AI: Where Does Research End and Production Begin? 5:30 — talk: It's 1952 Again — The Missing Compiler for AI Pipelines 6:15 — mixer 🍿 📍 10 Canal Park, Suite 201, Cambridge, MA Registration links 👇 🎤 partiful.com/e/j998GjHiZg2dS… 🎤 partiful.com/e/opyw9DpUqapGS…
3
6
3
10
45,723
It was awesome presenting two of our papers today at #ECCV - GenRA: End-to-end Framework for LLM-Driven Animation of Rigged 3D Models - research.macpaw.com/publicat… - Rigid 3D Object Alignment: Optimization vs. Feed-Forward Prediction - research.macpaw.com/publicat… So many new ideas on applications in robotics, realistic 3d scene generation, sign language and of course usage with GPT-6 Astra ✨ If you want to catch us live - see you tomorrow on Wild3D poster session at 14:50!
2
2
2
18
160,555
MacPaw AI & Research retweeted
More Ukrainian companies and universities at computer vision research map! @mariyahirna @MaksymShamrai @MacPawResearch and students from Kyiv Academic University and @ucu_apps #ECCV2026 Work: how to align and animate objects? Predict USDZ, not regress pixels.
3
44
2,072
This week we are at @eccvconf in Malmö 🇸🇪 Catch us at the poster sessions of OpenSUN3D on Tuesday, September 8th, and Wild3D on Wednesday, September 9th! Preprints 👇👇 - research.macpaw.com/publicat… - research.macpaw.com/publicat… #ECCV2026
2
1
3
4
1,725
come chat tomorrow to the Wild3D poster session 14:50-15:30
100
MacPaw AI & Research retweeted
Our AI&Research team ran its own summer school — 35 people, 16 speakers (90% in-house), 3 tracks, one week offline. We also welcomed two external speakers: @maximelabonne, Head of Post-Training at @liquidai, our model partner, on how Liquid designs edge models, and Solomiia Leno, Senior Data Scientist at @SoftServeInc, on LLM interpretability.
2
3
1
10
1,123
Your Mac can run a 26B diffusion LLM now📷 We just added DiffusionGemma 26B-A4B to Fast-dLLM-mlx, our open-source MLX inference framework for diffusion LLMs on Apple Silicon. Inference is ~30% faster than mlx-vlm 0.6.4 on M4 Pro, and the speedup is training-free (dual cache + parallel decoding with probability thresholding). Charts and repro commands: github.com/MacPaw/Fast-dLLM-…
4
1
8
10,585
Next week we are in Bremen at @ACM_CUI! Find our Anastasiia Satarenko, Senior Design Researcher, presenting her work at one at the poster sessions and in any case check out the preprint 👇 research.macpaw.com/publicat… See you there! #CUI2026 #HCI #AIagents #UXResearch #EmotionAI
1
3
320
MacPaw Research organised a meetup for Ukrainian researchers at ICML 2026 in Seoul. Different backgrounds, one table: from a full paper accepted during a bachelor's to researchers leading large student cohorts and conferences. The Ukrainian research community is spread across the world, and bringing it together matters! Let’s make this a tradition on all top-tier conferences.
1
3
245
MacPaw AI & Research retweeted
macOS is harder for AI agents than most benchmarks suggest — a leading model trails by over 26% on macOS-native tasks. MacArena is how we measured that. The benchmark was accepted to two workshops at ICML 2026 in Seoul, and the team will be there July 10–11. 🧵
1
2
4
961
MacPaw sponsored the prize pool at UNLP Shared Task 2026 — a Ukrainian NLP competition held May 29–30 in Lviv. This year @UNLP_conference ran as a standalone international conference for the first time, after four years as an ACL workshop. It's part of our ongoing partnership with NaUKMA and our commitment to supporting AI research. #UNLP2026 #NLP
2
5
449
Academia-industry collaboration isn't a goal for us — it's how we work. MacPaw Research is at UNLP 2026 this week as a conference partner. The program is live — see you in Lviv or online
📢 UNLP 2026 program is out & registration is open! 🚀 Two days of NLP research, keynotes & shared tasks — May 29–30 in Lviv (hybrid) 🇺🇦 📋 Program: unlp.org.ua/program/ 📝 Register: bit.ly/4uyv9vY #UNLPConference #UNLPWorkshop
1
3
5
1,102
Lviv, you delivered. MacPaw Research team wrapped up a few days of the kind of conversations that only work in person — now we're back home with a lot to think about. Until next year 💚 #UNLPconference #UNLPworkshop
3
7
699
We're growing the team. Senior Research Engineer (macOS) — sitting right where systems engineering meets applied AI research. If you like going deep on the Mac and on ML, come talk to us 👇 macpaw.com/careers/senior-re…
90
MacPaw Research presented GUIrilla at ICLR 2026 in Rio — the team's first paper at a top ML conference. Open-source tools for Mac AI research that didn't exist before are now freely available 🤩 Want to dig deeper? Read the full paper → arxiv.org/pdf/2510.16051
1
4
1
5
1,135
MacPaw Research is presenting GUIrilla at the DATA-FM workshop at ICLR 2026 — a scalable framework for automated macOS GUI exploration. It tackles the shortage of quality desktop interaction data and ships with accessibility metadata — MacApp Trees — and an open-source library for the research community. Paper → arxiv.org/pdf/2510.16051 Github → github.com/MacPaw/macapptree
3
144