Piotr Wolanski

Building AI systems that operate in the real world. AI Platform & Engineering | Robotics · Aerospace · Private Credit

[Piotr Wolanski @p_volansky]

Credit stress up. Funding pressure down.

Latest Macro Stress scores:
• Credit 61 ↑5
• Inflation 52 ↑13
• Oil 60 ↑15
• Funding 51 ↓6
Rates remain severe at 80. Equity trend and volatility remain contained.

15 Oct snapshot. Watching transmission.
https://t.co/OPs5UeiEQo

[Piotr Wolanski @p_volansky]

Where is market stress spreading?

Latest Macro Stress scores, relative to history:
• Rates: 81/100 — severe
• Credit: 58 — building
• Funding: 56 — building
Broader cross-asset confirmation remains contained at 42.
Watching transmission 👇
https://t.co/OPs5UeiEQo

[Piotr Wolanski @p_volansky]

Built Macro Stress on ~2.8M historical observations to answer one question:
Is stress actually spreading?

Right now:
Rates = Severe
Credit = Elevated
Most else = Contained
Concentrated, not systemic.
https://t.co/MxwizXIPrg
Article: https://t.co/amUdGkUgdp

[Piotr Wolanski @p_volansky]

Two Digital Nose sensors disagreed by 9 hPa. A driver bug, not a physical offset 🥲

Phase IV: fix compensation, scan five heater temperatures, start labelled odour captures.

Still collecting. No model yet.

https://t.co/I2E1zjEP3Y

#PhysicalAI #MachineLearning

[Piotr Wolanski @p_volansky]

Digital Nose hit 1.3M sensor rows before I trained a single model 🥲

At the current sampling rate: ~105M/year.

So Phase III became: Build the dataset before the model. SSM coming next.

Read here:
https://t.co/BiH0Guz63p

#PhysicalAI #Robotics #MachineLearning

[Piotr Wolanski @p_volansky]

Digital Nose Phase II is live.

Smell is still one of the harder parts of Physical AI.

The full sensor array is now running. Next: validate the data, then SSM (Smell Sensing Model) + on-device ML.

https://t.co/8MRS1uihAx

#PhysicalAI #MachineLearning

[Piotr Wolanski @p_volansky]

@SamuelMLSmith Great, I hope to see you there! ✌️

[Piotr Wolanski @p_volansky]

Friday, 11pm: decided to build a digital nose (smell detection)
By 3am, it was working

Now the goal is simple:

sensors - data - better sensing - on-device ML

https://t.co/uLB3mLfG1x
https://t.co/gTBhN2OrlY

#PhysicalAI #Robotics #MachineLearning

[Sam Altman @sama]

good job psyho

[Piotr Wolanski @p_volansky]

@Abmankendrick @iamAbiodunAA @Daviowhite @its_YOGO A, but remove the button to save space. In the new social media and ecom it’s not necessary ✌️

[AIM @AIM_UK]

We're so excited to welcome brand new Friend of AIM to the community!

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[Superjoi @superjoi]

A power-up for independent artists! ✨

Check out our latest collab with @TileyardEd !
Connecting IRL events for upcoming artists with online monetisation and community building. Let's go! 🚀

https://t.co/RDyeD0eSQu

[Piotr Wolanski @p_volansky]

@MrJackLowe @AlfieJapanorama You should chat to @maawaco to get it done in a sustainable way ✌️

[Tileyard Education @TileyardEd]

Tom from Adelaide, Australia 🇦🇺 has travelled halfway across the world to pursue a career in music, and has wound up with us here at Tileyard! 💚

I think it's safe to say he has landed in the right place! ✨👀

@TwoTribesBrew @TileyardLondon

#musiccareer #musicindustry

[Piotr Wolanski @p_volansky]

The new frontier of engagement with Superjoi Challenges! Check out the latest blog post for an inside look at this exciting collaboration tool between brands and creators. 🤝✨

[Superjoi @superjoi]

Dive into Superjoi Challenges! 🚀
Create TikTok videos and monetise your reach 💸

https://t.co/w1Bvc2tLHj

[Tileyard Education @TileyardEd]

At our last A&R Sessions we heard from Tileyard Education alumni, Roisin and Amar, about their careers so far in the music industry. 🎶 🎓

To read more about what to expect at our A&R Sessions, check out our latest blog here! 👇

https://t.co/2nyMihJd1n

#musicblogs #musiccareer

[Piotr Wolanski @p_volansky]

Great news 🚀

[Superjoi @superjoi]

Big news! @AIM_UK & Superjoi have teamed up to revolutionise the independent music industry 🎵💪

Check out our latest Superjoi Creator Times blog post:
https://t.co/c2IqQ8HSvb

#AIMxSuperjoi #musicindustry

[Superjoi @superjoi]

Big news! @AIM_UK & Superjoi have teamed up to revolutionise the independent music industry 🎵💪

Check out our latest Superjoi Creator Times blog post:
https://t.co/c2IqQ8HSvb

#AIMxSuperjoi #musicindustry

[Superjoi @superjoi]

✨ Superjoi Challenges are live ✨

A new era for #InfluencerMarketing and how #Brands and #ContentCreator work together 🤩

TikTok challenges are up. More to come!
Creators join here: https://t.co/YiodP4PauE

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#superjoi #tiktok