I tried Inkling, here are some initial thoughts from a PM perspective:
- There seems to be a shift in the market now that value lies more in specialized and customizable models, which Inkling is catering to. Frontier models would probably stay the entry point for generalist stuff, but mature products seem to want specialized models they contro for cost, quality, and not being at the mercy of someone else's API. Inkling is positioning itself there.
- The Tinker and Inkling ecosystem is particularly interesting offering, a custom fine-tunable model and a platform to fine tune it.
- I think they intentionally did not want to be SOTA, which is a big shift from how Frontier labs operate. they're trying to be the best starting material for fine-tuning. The whole release makes sense through that lens: open weights, broad training across domains instead of narrow optimization, Tinker as the tuning platform, and a "family of models" already announced.
- Inkling's voice is distinct from other models as it conclusion-first, heavy on structure, and unusually explicit about where its uncertainty is. Inkling seems less interested in sounding certain than in making the boundary of its certainty legible.
Had the best time in #ICML2026 presenting Fara1.5 and MagenticLite from @ms_aifrontiers. Loved seeing the massive interest and enthusiasm for our models and agentic work from the attendees! <3
We're actively #hiring for researchers and research engineers in our team! If you love frontier models and cutting edge agentic research, reach out to me! :)
Been in Seoul for about 4 days now, and I have to say, it has some of the best cafes I've been to anywhere in the world.
The coffee, the menu, the aesthetics and the interiors, everything.
Come meet me at the @Microsoft booth at #ICML2026! I'll be showing our latest agentic stack - MagenticLite at 2:00 pm and then speaking about our lab @ms_aifrontiers at 3:00 KST.
Come say hi! We're also actively #hiring for researchers and researcher engineers!
I'll be speaking about Fara1.5 and demoing its amazing SOTA CUA capabilities at #ICML2026 today! Come meet me at Grand ballroom Foyer at 12:30 KST!
P.S: Let's also make itaewon and Hongdae plans when we meet :)
https://t.co/iYRSkj7zlj