iiinova — where your digital self keeps evolving

Maria Gorinova @mgorinova.bsky.social · 12/08/2026

Never thought I'd be a part of an intense netflix-style documentary, but here we go 😅 Want to learn more about the #softwarefactory and how we built one that the whole @tessl.io team is using? Stay tuned for the full video!

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Maria Gorinova @mgorinova.bsky.social · 08/08/2026

Want to catch them at #KDD2026 tomorrow? 🛠 Coding benchmarks are misaligned with #AgenticSE → Agentic Software Engineering (SE 3.0) agent-se.github.io 🧪 #AgenticSkills evals at scale → Evaluation & Trustworthiness of Agentic AI kdd-eval-workshop.github.io/agenticai-ev... Come chat to us!

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Maria Gorinova @mgorinova.bsky.social · 08/08/2026

2/ A Framework for Evaluating Agentic Skills at Scale We evaluate 500 real-world skills, 1,000 tasks & 19 agent-model configurations, asking when skills actually make agents better. You can already use our evals as part of @tessl.io's offering! arxiv.org/abs/2606.17819 #AgenticAI #AIEvaluation

arxiv.org

A Framework for Evaluating Agentic Skills at Scale

Agent skills -- structured, reusable knowledge artifacts that augment LLM agent capabilities -- have been rapidly adopted in industry, yet their cross-domain impact and use across commercial and open-...

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Maria Gorinova @mgorinova.bsky.social · 08/08/2026

🎉 So excited to share we are presenting two @tessl.io AI Research papers at #KDD2026 workshops in Jeju on Sunday! Both papers ask: how do we meaningfully evaluate increasingly complex agentic AI systems and the components around them? Rob Willoughby will be presenting both — come say hi! 🇰🇷 🧵👇

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Maria Gorinova @mgorinova.bsky.social · 09/12/2025

Had such a great chat with @sjmaple.bsky.social about abstraction adherence of coding agents, as well as what matters when it comes to evaluation. Check it out in the new @ainativedev.io podcast episode! YouTube: ainativedev.co/ble Apple Podcasts: ainativedev.co/exx Spotify: ainativedev.co/2mn

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Simon Willison @simonwillison.net · 27/11/2025

At the risk of starting the flame war to end all flame wars... Modern LLMs (GPT-5.1, Claude 4.5, Gemini 3) produce excellent code and can be a significant productivity boost to software engineers who take the time to learn how to effectively apply them - especially if used with coding agent tools

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AI Native Dev @ainativedev.io · 26/11/2025

Build AI tools for community growth at our hackathon with Lovable & Led By Community One day to collaborate with developers, designers, and community builders. Focus on real problems: onboarding, engagement, moderation, and events. 📅 Dec 3rd, 9 AM-5 PM 📍 Tessl HQ, London luma.com/ai-hackathon...

luma.com

AI Lovable Hackathon London: Community Tools Edition · Luma

🧠 AI Hackathon: Community Tools Edition Hosted by Led by Community Powered by Lovable & Tessl Join us for a hands-on hackathon to build AI-powered tools that…

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Maria Gorinova @mgorinova.bsky.social · 20/11/2025

Super excited to share what we've been doing at @tessl.io to improve the quality of code generated by AI agents! 🤖 We introduce a new way to measure abstraction adherence and show how Tessl's usage specs significantly boost it. Check out the full article! tessl.io/blog/propose...

tessl.io

A Proposed Evaluation Framework for Coding Agents: Specs Enhance Proper Use of Public APIs by ~35%

This article proposes an evaluation framework highlighting how specifications enhance coding agents' effective use of public APIs.

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Maria Gorinova @mgorinova.bsky.social · 26/09/2025

It's funny to me how British digital newspapers are crying out loud what an invasion of privacy a state-issued digital ID is, but force me to accept tracking cookies or pay a fee.

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Maria Gorinova @mgorinova.bsky.social · 03/08/2025

I stole this for the linkedin post 😂 Gratitude 🫡

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Maria Gorinova @mgorinova.bsky.social · 03/08/2025

Aaaaaaa! I'm regretting my choices 🥲

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Maria Gorinova @mgorinova.bsky.social · 03/08/2025

I actually like the em dash. Am I an LLM? 🤔

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Maria Gorinova @mgorinova.bsky.social · 26/05/2025

A few years late but I was finally able to generate this

A chatgpt generated take on the iconic kiss on the Berlin wall. But with Elon Musk kissing the Twitter blue bird. The text reads "My God, help me survive this tweet love"

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Maria Gorinova @mgorinova.bsky.social · 11/02/2025

Wait... So s1 cost only $50 to fine-tune and beat o1-preview. And the secret sauce is... forcing the model to generate "Wait" instead of end-of-sequence??? Ahahhahahhaha this is so cool

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Hunter Walker @hunterw.bsky.social · 26/11/2024

🚨 MAJOR ALERT 🚨 The people wanted verification badges on Bluesky and @guan.dk and I have teamed up to bring you verification badges. Behold! It is the Official Verified Labeller! bsky.app/profile/veri...

bsky.app

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Maria Gorinova @mgorinova.bsky.social · 25/11/2024

Strong characters sounds amazing + I think there is a lot to learn from that time if portrayed well. Thanks for the recommendation, I will give it a go!

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Maria Gorinova @mgorinova.bsky.social · 25/11/2024

Hi John, That’s what all the bots say 😳😂 Not really my area of expertise, I know of the very obvious ones like input sanitation, regular finetuning on problematic examples, etc. The folks at lakera.ai have been on it for some time and regularly host hacking challenges, which I enjoy following

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Maria Gorinova @mgorinova.bsky.social · 25/11/2024

I love Silo and For All Mankind. Maybe I should try Halt & Catch Fire next!

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Maria Gorinova @mgorinova.bsky.social · 24/11/2024

Thank you! Indeed, what a debacle 😂 🍿

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Maria Gorinova @mgorinova.bsky.social · 23/11/2024

What's the drama with Byzantine? Did someone raise it during reviewing in the past? Is there a public discussion? 🍿

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Jay 🦋 @jay.bsky.team · 23/11/2024

Bluesky's firehose is a treasure trove of public data for researchers and developers, and it's completely free. Check out our developer docs: docs.bsky.app

docs.bsky.app

Bluesky Documentation | Bluesky

Explore guides and tutorials to the Bluesky API.

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Christoph Molnar @christophmolnar.bsky.social · 22/11/2024

Just realized BlueSky allows sharing valuable stuff cause it doesn't punish links. 🤩 Let's start with "What are embeddings" by @vickiboykis.com The book is a great summary of embeddings, from history to modern approaches. The best part: it's free. Link: vickiboykis.com/what_are_emb...

Over the past decade, embeddings — numerical representations of
machine learning features used as input to deep learning models — have
become a foundational data structure in industrial machine learning
systems. TF-IDF, PCA, and one-hot encoding have always been key tools
in machine learning systems as ways to compress and make sense of
large amounts of textual data. However, traditional approaches were
limited in the amount of context they could reason about with increasing
amounts of data. As the volume, velocity, and variety of data captured
by modern applications has exploded, creating approaches specifically
tailored to scale has become increasingly important.
Google’s Word2Vec paper made an important step in moving from
simple statistical representations to semantic meaning of words. The
subsequent rise of the Transformer architecture and transfer learning, as
well as the latest surge in generative methods has enabled the growth
of embeddings as a foundational machine learning data structure. This
survey paper aims to provide a deep dive into what embeddings are,
their history, and usage patterns in industry.

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Maria Gorinova @mgorinova.bsky.social · 22/11/2024

💯 no fake science please 😬😬😬 This sort of accounts can also be used to build up a following base and then activate as part of an influence campaign

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Maria Gorinova @mgorinova.bsky.social · 22/11/2024

Personally, I like Quiet Posters: it surfaces posts I wouldn't have seen otherwise!

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Maria Gorinova @mgorinova.bsky.social · 20/11/2024

By the authority vested in me by the decentralised gods (💅🏻) I accept this proposition. (💅🏻 Sarcasm. I possess no such authority. The decentralised gods would never grant it to me (💅🏻))

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Maria Gorinova @mgorinova.bsky.social · 20/11/2024

Maybe we need a special sarcasm tag here on bsky

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Maria Gorinova @mgorinova.bsky.social · 20/11/2024

My question was a joke! I know what the word means 🤣

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Chad Scherrer @cscherrer.bsky.social · 19/11/2024

I got a Probabilistic Programming starter pack going. Hit me up if you're involved with #probprog R&D and want in! go.bsky.app/JfvubEf

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Maria Gorinova @mgorinova.bsky.social · 19/11/2024

Thanks, Chad! Much needed starter pack 🙌🏻

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Tim Baxter @timinclimate.naruresearch.com.au · 18/11/2024

Bluesky tip for newbies: Bluesky has no real algorithm. Likes here do nothing but show the poster that you enjoyed their content. That kindness is always going to be appreciated by creators, but if you want to help to boost something here, you have to repost it so others see it. 🙂

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rahaeli @rahaeli.bsky.social · 15/11/2024

Yet another plea to people who are using or following people off follow-farming hashtags like #NoDemUnder1K, #NoDemUnder5K, #BlueCrew, #FBR, etc etc: please do not do that, it's how disinformation operations work. I'm already seeing accounts in those hashtags that are likely disinformation ops. 1/

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Kara Swisher @karaswisher.bsky.social · 18/11/2024

Hey kids we brought @pivotpod.bsky.social over too. bsky.app/profile/pivo...

bsky.app

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Rami Krispin @ramikrispin.bsky.social · 18/11/2024

A growth rate of ~10 users per second 🤯 Great dashboard by @natalie.sh! bcounter.nat.vg

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Vincent Fortuin @vincefort.eurosky.social · 18/11/2024

I made a starter pack for Bayesian ML and stats (mostly to see how this starter pack business works). Let me know whom I missed! go.bsky.app/2Bqtn6T

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Maria Gorinova @mgorinova.bsky.social · 18/11/2024

I do that as a first step. But AWS is so confusing, the requirements are not straightforward. I still don't know if what I'm trying will work 🤷🏻‍♀️

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Maria Gorinova @mgorinova.bsky.social · 18/11/2024

Literally what I did 🙌 Turned out running the job on the expensive instance is cheaper than running it on the cheap instances because it will finish quicker 😱

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Maria Gorinova @mgorinova.bsky.social · 18/11/2024

OMG my feed here is so delightful. A beautiful mix of ML, nerdy jokes, and some high-quality journalism. I've missed this so much 🥲 ✨ 🦋

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Maria Gorinova @mgorinova.bsky.social · 18/11/2024

How do people work out what instance they need on AWS? There are so many options I get choice paralysis

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Maria Gorinova @mgorinova.bsky.social · 18/11/2024

Honoured to be on here, thank you! 🙌

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Tim G. J. Rudner @timrudner.bsky.social · 17/11/2024

I made a starter pack for researchers in probabilistic machine learning. DM/reply if you want to be added! go.bsky.app/DuCtJqC

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