Reposted by Dani SolàEpoch AI @epochai.bsky.social · 06/10/2026How do Chinese AI firms make money? In a new report, Cheryl Wu and Anson Ho identify five revenue sources and analyze how much each contributes. 🧵 1184
Reposted by Dani SolàTom Aarsen @tomaarsen.com · 06/10/2026🤗 Google Deepmind is back with EmbeddingGemma 2, which maps text (including code), images, video & audio into one shared 768-dimensional embedding space. 740M total parameters, 100+ languages, Apache 2.0 & Sentence Transformers support. Thread with highlights 🧵 1205
Reposted by Dani SolàDuckDB @duckdb.org · 26/08/2026.@ducklabs.com is joining Amazon Web Services (AWS), expected to be effective by early Sept. This move gives DuckLabs the resources and reach to bring #DuckDB, DuckLake, and the Quack protocol to many more developers and orgs – while keeping our commitment to OSS Read the full announcement here:ducklabs.comDuckLabs to Join AWS, Projects to Remain Open SourceDuckLabs provides services around the DuckDB in-process OLAP data management system directly from its main developers. 22414
Reposted by Dani SolàAki Vehtari @avehtari.bsky.social · 13/08/2026All four books I've co-authored are freely available online for non-commercial use: - Bayesian Workflow at avehtari.github.io/Bayesian-Wor... Links to other three books are in the quoted post 👇 (too many books to fit in one post!)avehtari.github.ioBayesian Workflow book: Website – Bayesian Workflow bookWebsite for the Bayesian Workflow book by Gelman, Vehtari, McElreath, et al. — case studies, code, and exercises in R and Stan. 8283134
Dani Solà @dani-sola.com · 18/07/2026Such a great episode to understand the present and future of business analytics #analytics #ai #semantic #agents roundup.getdbt.com/p/the-scarce...roundup.getdbt.comThe scarce resource is consensus (Ian Macomber)When building data artifacts is fast and cheap, the scarce resource is company-wide consensus. Ramp's Ian Macomber returns to talk about post-AI data teams. 020
Reposted by Dani SolàAlexander Doria @dorialexander.bsky.social · 13/06/2026Not having any EU competitive labs (plural intended) is about to get very painful. 513415
Dani Solà @dani-sola.com · 13/06/2026Important and very timely manifest europe2031.ai/summary/?trk...europe2031.aiSummary — Europe 2031A short summary of the Europe 2031 scenario: where the continent is headed on AI, and what can still change course. 020
Reposted by Dani Solàmr. TIM @timkellogg.me · 12/04/2026I substacked I really like this one. It's a less technical piece on agent teams, and generally a bit about my workflow these days. I have a technical piece coming on my own blog soon that's sort of related. Enjoy! substack.com/home/post/p-...substack.comThe Productivity Is Real. The Scaling Isn't.What running an AI agent team taught me about why organizations can't do what one person can. 4286
Reposted by Dani SolàChris Morrell @cmorrell.com · 18/03/2026This is another great read. Beautifully done, too. www.terrygodier.com/the-last-qui...terrygodier.comThe Last Quiet ThingYour possessions came alive. Now they won't stop talking. 43310
Reposted by Dani SolàJan Rosenow @janrosenow.bsky.social · 12/03/2026Solar does not care about the Strait of Hormuz. Oil flows through chokepoints. Solar follows a learning curve. Great piece @azeem.bsky.social www.exponentialview.co/p/solar-supe...exponentialview.co🔮 No strait, no problem – Solar supercycle and the end of chokepoint geopoliticsWhile politics is powerful, the laws of physics will always win 682321688
Reposted by Dani Solàdax @thdxr.com · 10/03/2026sent this to the team today everything great comes from being able to delay gratification for as long as possible and it feels like we're collectively losing our ability to do that 817126
Reposted by Dani SolàScotty Cameron @cdnecon.ca · 25/02/2026Dan Davies had the definitive Citrini response btw. Possibly one or two days before Citrini. backofmind.substack.com/p/finally-we...backofmind.substack.comfinally we have created the silver bulletfrom Fred Brooks' classic essay "No Silver Bullets" 043
Reposted by Dani SolàGus @gusthema.bsky.social · 13/02/2026if bluesky was a short film: www.youtube.com/watch?v=mEVl... (very good short!!!)youtube.comThat's AI (2026) - Short FilmYouTube video by maximise 184
Reposted by Dani SolàGaël Varoquaux @gaelvaroquaux.bsky.social · 12/02/2026🎉 Announcing TabICLv2: State-of-the art Table Foundation Model, fast and open source A breakthrough for tabular ML: better prediction and faster runtime than alternatives, work by Jingang Qu, David Holzmüller @dholzmueller.bsky.social , Marine Le Morvan, and myself 👇 15111
Dani Solà @dani-sola.com · 08/02/2026Lots of insightful observations in this post. An important one is that IDEs need to change dramatically, given that we'll spend most of the time reviewing AI-written code. 010
Reposted by Dani SolàAlexander Doria @dorialexander.bsky.social · 01/02/2026It took me weeks, but finally it's there: an overlong blogpost on synthetic pretraining. vintagedata.org/blog/posts/s... 38420
Reposted by Dani SolàRoland Paris @rolandparis.bsky.social · 20/01/2026This is one of the sharpest analyses of international affairs that I've heard from a Canadian leader - or any national leader - in a long time. And I suspect he wrote the main bits himself. paulwells.substack.com/p/the-carney...paulwells.substack.comThe Carney doctrineOpen comment thread on the PM's Davos speech 717155
Reposted by Dani SolàSung Kim @sungkim.bsky.social · 03/01/2026Why Nvidia bought Groq for $20 Billion? medium.com/the-low-end-...medium.comGroq’s Deterministic Architecture is Rewriting the Physics of AI InferenceHow Nvidia Learned to Stop Worrying and Acquired Groq 041
Dani Solà @dani-sola.com · 29/12/2025Highly interesting podcast on robust causal inference. Richard Hahn is an expert and a great communicator! 031
Reposted by Dani Solàconputer dipshit @davidcrespo.bsky.social · 21/12/2025ignore the title about caching, this is the best explanation of how LLMs work, periodngrok.comPrompt caching: 10x cheaper LLM tokens, but how? | ngrok blogA far more detailed explanation of prompt caching than anyone asked for. 319241
Reposted by Dani SolàAria Desires @gankra.bsky.social · 16/12/2025so pumped for the ty beta to finally be here, we did so much great work it rules! astral.sh/blog/tyastral.shty: An extremely fast Python type checker and language serverty is an extremely fast Python type checker and language server, written in Rust, and designed as an alternative to mypy, Pyright, and Pylance. 312720
Reposted by Dani Solàrmoff 🏃♂️🫖🥓 @rmoff.net · 17/11/2025How to Sell Data Modeling - good stuff from @joereis.bsky.social practicaldatamodeling.substack.com/p/how-to-sel...practicaldatamodeling.substack.comHow to Sell Data ModelingMaking the Invisible Visible 062
Reposted by Dani SolàPaul Hünermund @p-hunermund.com · 08/11/2025⏰ Last chance to register for #CDSM2025! Don't miss your chance to join us Nov 12–13 for two days of talks & debates at the intersection of causality, data science & AI. 💻 Online | 🎟️ Free 👉 causalscience.org 0148
Reposted by Dani SolàGail Myerscough @gailmyerscough.co.uk · 02/09/2025If I’m being honest, I’m feeling pretty crap about my small business. It’s so bloody difficult at the moment with rising costs, US tariffs, Brexit nonsense and the threat of AI. Please have a look at what I do and repost to spread the word gailmyerscough.co.uk 37387419
Reposted by Dani SolàGaël Varoquaux @gaelvaroquaux.bsky.social · 20/08/2025Our didactic review on machine learning for causal inference, now open access: • identifiability (theory of when the data can answer a causal question) • machine-learning estimators • study design (asking well-framed questions + loopholes, eg with timewise data) www.annualreviews.org/content/jour... 24310
Reposted by Dani Solàmr. TIM @timkellogg.me · 03/08/2025Deep Agents this is a great 10 min video that’s absolutely worth your time Deep Agent = planning tool (TODO lists) + subagents + filesystem + long detailed system prompt seems like a deconstruction of why Claude Code works so well www.youtube.com/watch?v=433S...youtube.comWhat are Deep Agents?YouTube video by LangChain 310210
Dani Solà @dani-sola.com · 19/07/2025Recommended watch. Although the war is not as often in the news any more, help is as important as ever. And we can all have a direct impact on defending democracy. 031
Reposted by Dani SolàSimon Willison @simonwillison.net · 22/06/2025I like this take by @kentbeck.com on how AI-assisted programming changes the balance of which skills are most important From this interview with @gergely.pragmaticengineer.com newsletter.pragmaticengineer.com/p/tdd-ai-age... 715317
Reposted by Dani SolàEthan Mollick @emollick.bsky.social · 18/06/2025No signs of an end to rapid gains in AI ability at ever-decreasing costs, yet I did my best to update my chart to take into account the price drop in o3 & new models released by Google GPT-4 was released 2.25 ago, so its worth noting the trend when considering the future of AI capabilities & cost 3768
Reposted by Dani SolàJack Vanlightly @vanlightly.bsky.social · 11/06/2025How to reliably distribute work across microservices, stream processors, durable execution, event-driven, orchestration and now AI agents? Coordinated Progress is a 4 part series that explores the common structure behind reliable distributed systems. jack-vanlightly.com/blog/2025/6/...jack-vanlightly.comCoordinated Progress – Part 1 – Seeing the System: The Graph — Jack VanlightlyAt some point, we’ve all sat in an architecture meeting where someone asks, “ Should this be an event? An RPC? A queue? ”, or “ How do we tie this process together across our microservices? Should it ... 3318
Dani Solà @dani-sola.com · 13/05/2025I tested ChatGPT, Claude, and Mistral on a multimodal problem about a washing machine. ChatGPT emerged the winner. #ai #chatgpt #claude #mistral 121
Reposted by Dani SolàCharlie Marsh @crmarsh.com · 13/05/2025Today, we’re announcing the preview release of ty, an extremely fast type checker and language server for Python, written in Rust. In early testing, it's 10x, 50x, even 100x faster than existing type checkers. (We've seen >600x speed-ups over Mypy in some real-world projects.) 1433284
Reposted by Dani SolàAlexander Doria @dorialexander.bsky.social · 08/05/2025New blogpost: "Training as we know it might end". It was originally a panorama of the new methods of synthetic generation but the stakes are now much higher and I openly wonder if model training is not soon going to change forever. vintagedata.org/blog/posts/t... 44010
Reposted by Dani SolàSebastian Röhl @roehl.dev · 19/04/2025Wow, that's an insanely cool website: animejs.com/animejs.comAnime.js | JavaScript Animation EngineA fast and versatile JavaScript animation library 14612
Reposted by Dani SolàRob Hyndman @robjhyndman.com · 11/04/2025A new Python edition of "Forecasting: Principles and Practice" is now available online at otexts.com/fpppy/. Thanks to @azulgarza.bsky.social, Cristian Challu, Max Mergenthaler, Kin Olivares & Nixtla for making this happen. #forecasting #pythonotexts.comForecasting: Principles and Practice, the Pythonic Way 38024
Reposted by Dani SolàJoy Gao @joygao.bsky.social · 04/04/2025Interesting read on ClickHouse’s query condition cache (not a query result cache) — efficient indices built on the fly to reduce unnecessary full table scans for repeated queries. clickhouse.com/blog/introdu...clickhouse.comIntroducing the query condition cacheRepeated queries are everywhere—in dashboards, alerts, observability, and more. Learn how ClickHouse now skips redundant work by caching filter results per granule. 1152
Reposted by Dani SolàEthan Mollick @emollick.bsky.social · 18/03/2025So it looks like there's a third scaling law: you can make models better by (1) training them with more compute, by (2) having them "think" for longer about an answer, or by (now 3) generating large numbers of answers in parallel & picking good ones Both 2 & 3 seem to have lots of low-hanging fruit 311515
Reposted by Dani SolàEric Colson @ecolson.bsky.social · 06/02/2025Operationalizing Machine Learning: An Interview Study by @joehellerstein.bsky.social, @adityagp.bsky.social, et al. Particularly love the part on "Retrofitting Explanations". #MachineLearning #MLOps #Datascience. arxiv.org/pdf/2209.09125 1114
Reposted by Dani SolàGrace Lindsay @neurograce.bsky.social · 08/03/2025This is a pretty cool resource for applied ML: a list of "case studies" sourced from different companies describing problems they face and the methods they've tried to solve them. Anyone know of something like this specific to geospatial/remote sensing data problems? #MLsky #CCAI #GISchatevidentlyai.comEvidently AI - ML and LLM system design: 500 case studiesHow do top companies apply AI? A database of 500 case studies from 100+ companies with practical ML use cases, LLM applications, and learnings from designing ML and LLM systems. 1509
Reposted by Dani SolàBojan Tunguz @tunguz.bsky.social · 24/02/2025We are continuing with our series of posts on some non-trivial use cases for XGBoost. In this latest posts we talk about using Shapley *interaction* values for feature engineering. 1/2 283
Dani Solà @dani-sola.com · 20/02/2025Just published a post about building smart services at CLARK. A pragmatic approach that worked very well for us, going from heuristics to ML. Thoughts and feedback welcome! #datasky #data #databs medium.com/clark-engine...medium.comA Blueprint for Smart ServicesIn today’s fast-paced world, creating intelligent services that adapt and improve over time is crucial for business success. This post… 130
Reposted by Dani SolàJess Calarco @jessicacalarco.com · 19/01/2025Despite patriarchy's persistence, growing numbers of men believe they have it worse off than women. And, new research shows this "male victimhood" ideology is most common among men who aren't facing hardship. Which means what they're really feeling is status loss. 1/ www.psypost.org/male-victimh...psypost.orgMale victimhood ideology driven by perceived status loss, not economic hardship, among Korean menResearch published in Sex Roles suggests that male victimhood ideology among South Korean men is driven more by perceived socioeconomic status decline rather than objective economic hardship. 22769752036
Reposted by Dani SolàSung Kim @sungkim.bsky.social · 20/01/2025DeepSeek-R1! ⚡ Performance on par with OpenAI-o1 📖 Fully open-weight model & technical report 🏆 MIT licensed: Distill & commercialize freely! 🌐 Website & API are live now! Demo: chat.deepseek.com Models: huggingface.co/deepseek-ai 27724
Reposted by Dani SolàChris @chris.blue · 13/01/2025First post of the year! @andypavlo.bsky.social got me thinking about why Confluent didn't build WarpStream. My conclusion: legacy infrastructure companies are going to have a tough time against cloud native, AI-enabled, post-ZIRP competitors.materializedview.ioInfrastructure Vendors Are in a Tough SpotCloud native, AI-enabled, post-ZIRP companies are the new apex predator. 4315
Reposted by Dani SolàQian Li @qianli.dev · 05/01/2025The MemoryDB paper shows the power of separating responsibilities through clever composition. I think this DB frontend/execution plus a distributed transaction log pattern can be promising for creating serverless variants of many popular databases. E.g., Aurora adopts a similar decoupling approach. 15210
Reposted by Dani SolàAlex Miller @alexmillerdb.bsky.social · 03/01/2025OLTP Through the Looking Glass 16 Years Later: Communication is the New Bottleneck www.cs.cit.tum.de/fi... 082
Dani Solà @dani-sola.com · 05/12/2024I love dbt, but sdf.com looks very promising: faster runtime, improved reports, column-level lineage, etc. Does anyone have experience running it in production? #databs #dataskysdf.comSDF Labs | Data Runs Better on SDFSDF is the next generation transformation layer and best developer platform for data. A compiler and execution engine designed to improve the data engineering experience, with compile time guarantees ... 050
Reposted by Dani SolàNikhil Benesch @benesch.bsky.social · 04/12/2024S3 (Iceberg) Tables is everything I dreamt of, and more. I blogged some long-form thoughts: meltware.com/2024/12/04/s... I think we're about to see an explosion of data tools (@materialize.com, @clickhouse.com, @duckdb.org, et al.) learn to write Iceberg tables via S3 table buckets. #databsmeltware.comA First Look at S3 (Iceberg) TablesAWS announced S3 Tables today, which brings native support for Apache Iceberg to S3. It’s hard to overstate how exciting this is for the data analytics ecosystem. This post is a quick rundown of my th... 1510637
Reposted by Dani SolàMartin Kleppmann @martin.kleppmann.com · 30/11/2024Seems like a safe bet that object storage as a foundation of data systems architecture is here to stay blog.colinbreck.com/predicting-t...blog.colinbreck.comPredicting the Future of Distributed SystemsThere are significant changes happening in distributed systems. 1230542
Reposted by Dani SolàDr. Verónica Espinoza @verukita1.bsky.social · 24/11/2024📕A Portable Introduction to Data Analysis (open access) 2024. By Michael Bulmer 👉(uq.pressbooks.pub/portable-int...) #Statistics #Datavisualization #MachineLearning #DataScience #Python #rstudio #PhD #bioinformatics #Rstudio #neuroscience #postdoc #research #stats #AI 1235