@tiagogiraldo.bsky.social
Reposted
Interesting post: A Field Guide to Rapidly Improving AI Products
by @hamel.bsky.social
by @hamel.bsky.social
A Field Guide to Rapidly Improving AI Products – Hamel’s Blog
Evaluation methods, data-driven improvement, and experimentation techniques from 30+ production implementations.
hamel.dev
April 5, 2025 at 3:19 PM
Interesting post: A Field Guide to Rapidly Improving AI Products
by @hamel.bsky.social
by @hamel.bsky.social
Reposted
Accelerate research with #AI tools that autonomously gather, analyze, and cite sources
→ gradientflow.substack.com/p/autonomous...
→ gradientflow.substack.com/p/autonomous...
Autonomous AI Agents Are Changing Knowledge Work—Fast
Subscribe • Previous Issues
gradientflow.substack.com
April 6, 2025 at 3:03 PM
Accelerate research with #AI tools that autonomously gather, analyze, and cite sources
→ gradientflow.substack.com/p/autonomous...
→ gradientflow.substack.com/p/autonomous...
Reposted
Should we use LLMs 🤖 to simulate human research subjects 🧑? In our new preprint, we argue sims can augment human studies to scale up social science as AI technology accelerates. We identify 5 tractable challenges and argue this is a promising and underused research method 🧪🧵 arxiv.org/abs/2504.02234
LLM Social Simulations Are a Promising Research Method
Accurate and verifiable large language model (LLM) simulations of human research subjects promise an accessible data source for understanding human behavior and training new AI systems. However, resul...
arxiv.org
April 4, 2025 at 3:50 PM
Should we use LLMs 🤖 to simulate human research subjects 🧑? In our new preprint, we argue sims can augment human studies to scale up social science as AI technology accelerates. We identify 5 tractable challenges and argue this is a promising and underused research method 🧪🧵 arxiv.org/abs/2504.02234
Reposted
The evolution of graph learning
Google describes how graphs and graph learning have evolved since the advent of PageRank in 1996, highlighting key studies and research.
research.google/blog/the-evo...
Google describes how graphs and graph learning have evolved since the advent of PageRank in 1996, highlighting key studies and research.
research.google/blog/the-evo...
April 1, 2025 at 6:03 AM
The evolution of graph learning
Google describes how graphs and graph learning have evolved since the advent of PageRank in 1996, highlighting key studies and research.
research.google/blog/the-evo...
Google describes how graphs and graph learning have evolved since the advent of PageRank in 1996, highlighting key studies and research.
research.google/blog/the-evo...
Reposted
Deep learning has identified seven genes linked to accelerated brain aging and 13 existing drugs that may target these genes, offering potential strategies to slow brain aging. doi.org/g88kbz
Deep learning uncovers gene targets and potential drugs to slow brain aging
In a new study reported in Science Advances, scientists analyzed MRI data stored at the UK Biobank and identified seven genes responsible for fast biological brain aging and 13 existing drugs that can target those genes.
medicalxpress.com
March 16, 2025 at 1:32 PM
Deep learning has identified seven genes linked to accelerated brain aging and 13 existing drugs that may target these genes, offering potential strategies to slow brain aging. doi.org/g88kbz
Reposted
✅✅ This latest collection of GUIDES and CHEAT SHEETS covers everything from Manus to Agents to Google's Gemma 3 and the evolving regulatory landscape across major economies
#AI #LLM
gradientflow.substack.com/p/ai-this-we...
#AI #LLM
gradientflow.substack.com/p/ai-this-we...
AI This Week: New Agents, Open Models, and the Race for Productivity
Subscribe • Previous Issues
gradientflow.substack.com
March 16, 2025 at 3:39 PM
✅✅ This latest collection of GUIDES and CHEAT SHEETS covers everything from Manus to Agents to Google's Gemma 3 and the evolving regulatory landscape across major economies
#AI #LLM
gradientflow.substack.com/p/ai-this-we...
#AI #LLM
gradientflow.substack.com/p/ai-this-we...
Reposted
Everything they've recorded is great, but this one is probably my favourite. When I first heard it, I literally laughed out loud youtu.be/-kz_CrB0Vf0?...
Lambrini Girls - Company Culture (Official Video)
YouTube video by Lambrini Girls
youtu.be
March 16, 2025 at 6:18 PM
Everything they've recorded is great, but this one is probably my favourite. When I first heard it, I literally laughed out loud youtu.be/-kz_CrB0Vf0?...
Reposted
Gemma 3 is a collection of lightweight, state-of-the-art open models built from the same research and technology that powers Gemini 2.0 models. Gemma 3 comes in a range of sizes (1B, 4B, 12B and 27B)
blog.google/technology/d...
blog.google/technology/d...
Introducing Gemma 3: The most capable model you can run on a single GPU or TPU
Today, we're introducing Gemma 3, our most capable, portable and responsible open model yet.
blog.google
March 12, 2025 at 7:49 AM
Gemma 3 is a collection of lightweight, state-of-the-art open models built from the same research and technology that powers Gemini 2.0 models. Gemma 3 comes in a range of sizes (1B, 4B, 12B and 27B)
blog.google/technology/d...
blog.google/technology/d...
Reposted
🚨 New paper on ArXiv:
“Uncertainty quantification and posterior sampling for network reconstruction”
TL;DR; We present an efficient method to sample the entire ensemble of possible network reconstructions that are compatible with an indirect observation, e.g. a dynamics.
Short thread: 1/N
“Uncertainty quantification and posterior sampling for network reconstruction”
TL;DR; We present an efficient method to sample the entire ensemble of possible network reconstructions that are compatible with an indirect observation, e.g. a dynamics.
Short thread: 1/N
March 12, 2025 at 11:57 AM
🚨 New paper on ArXiv:
“Uncertainty quantification and posterior sampling for network reconstruction”
TL;DR; We present an efficient method to sample the entire ensemble of possible network reconstructions that are compatible with an indirect observation, e.g. a dynamics.
Short thread: 1/N
“Uncertainty quantification and posterior sampling for network reconstruction”
TL;DR; We present an efficient method to sample the entire ensemble of possible network reconstructions that are compatible with an indirect observation, e.g. a dynamics.
Short thread: 1/N
Reposted
The James Webb Space Telescope has observed that most galaxies in the deep universe rotate in the same direction, challenging existing cosmological theories and suggesting new avenues for exploration. doi.org/g874s7
Puzzling observation by JWST: Galaxies in the deep universe rotate in the same direction
In just over three years since its launch, NASA's James Webb Space Telescope (JWST) has generated significant and unprecedented insights into the far reaches of space, and a new study by a Kansas State University researcher provides one of the simplest and most puzzling observations of the deep universe yet.
phys.org
March 12, 2025 at 1:02 PM
The James Webb Space Telescope has observed that most galaxies in the deep universe rotate in the same direction, challenging existing cosmological theories and suggesting new avenues for exploration. doi.org/g874s7
Reposted
Wolf Games, backed by ‘Law & Order’ creator, uses AI to create murder mystery games
Wolf Games, backed by ‘Law & Order’ creator, uses AI to create murder mystery games
Elliot Wolf, the executive producer and son of “Law & Order” creator Dick Wolf, is entering a new venture aimed at engaging true crime fans. He, along with co-founders Andrew Adashek (CEO) and Noah Rosenberg (CTO), are developing Wolf Games, a new…
tcrn.ch
March 12, 2025 at 1:03 PM
Wolf Games, backed by ‘Law & Order’ creator, uses AI to create murder mystery games
Reposted
Mixture of Experts (MoE)! Built for interpretability, they create sparse, powerful models. No more post-training hacks (Bye-bye sparse auto-encoders)
Paper: Mixture of Experts Made Intrinsically Interpretable ( arxiv.org/abs/2503.07639 )
Paper: Mixture of Experts Made Intrinsically Interpretable ( arxiv.org/abs/2503.07639 )
March 12, 2025 at 1:05 PM
Mixture of Experts (MoE)! Built for interpretability, they create sparse, powerful models. No more post-training hacks (Bye-bye sparse auto-encoders)
Paper: Mixture of Experts Made Intrinsically Interpretable ( arxiv.org/abs/2503.07639 )
Paper: Mixture of Experts Made Intrinsically Interpretable ( arxiv.org/abs/2503.07639 )
Reposted
Designing Effective #Dashboards tinyurl.com/49rw3ksj
#ArcGISDashboards #dataviz #bestpractices #GIS #esri #arcgis #GISchat #geospatial #ArcGISApps #TheScienceOfWhere #geosky
#ArcGISDashboards #dataviz #bestpractices #GIS #esri #arcgis #GISchat #geospatial #ArcGISApps #TheScienceOfWhere #geosky
March 12, 2025 at 1:22 PM
Reposted
The Rapid Rise of Generative AI 🆕 National Survey Reveals Adoption Rates Exceeding Early Internet Growth
gradientflow.com/genai-adopti...
#AI #LLM #GenerativeAI #GenAI
gradientflow.com/genai-adopti...
#AI #LLM #GenerativeAI #GenAI
The State of Generative AI in America: First National Study Reveals Adoption Patterns and Productivity Gains - Gradient Flow
National Survey Maps Generative AI’s Integration into Daily Tasks. In a recent research study to measure the real-world impact of generative AI, economists Alexander Bick, Adam Blandin, and David J. D...
gradientflow.com
March 10, 2025 at 2:30 PM
The Rapid Rise of Generative AI 🆕 National Survey Reveals Adoption Rates Exceeding Early Internet Growth
gradientflow.com/genai-adopti...
#AI #LLM #GenerativeAI #GenAI
gradientflow.com/genai-adopti...
#AI #LLM #GenerativeAI #GenAI
Reposted
A new AI tool, PhyloFrame, addresses ancestral bias in genetic data, enhancing precision medicine by improving disease prediction and treatment across diverse populations. doi.org/g87p49
Computer engineers develop AI tool to account for ancestral diversity in genetic data
University of Florida researchers are addressing a critical gap in medical genetic research—ensuring it better represents and benefits people of all backgrounds.
medicalxpress.com
March 10, 2025 at 2:32 PM
A new AI tool, PhyloFrame, addresses ancestral bias in genetic data, enhancing precision medicine by improving disease prediction and treatment across diverse populations. doi.org/g87p49
Reposted
Surviving AND thriving?
This newly-discovered limpet from the Arctic is an icon for our times.
⏬ Good under pressure (3,053m deep)
🧊 Happy in freezing waters
❤️🔥 ALSO fine on 300°C hydrothermal vents
🧪 Fine with acidic water dissolving its shell...
💗 ...because it grows new shell from inside!
1/2
This newly-discovered limpet from the Arctic is an icon for our times.
⏬ Good under pressure (3,053m deep)
🧊 Happy in freezing waters
❤️🔥 ALSO fine on 300°C hydrothermal vents
🧪 Fine with acidic water dissolving its shell...
💗 ...because it grows new shell from inside!
1/2
March 10, 2025 at 2:39 PM
Surviving AND thriving?
This newly-discovered limpet from the Arctic is an icon for our times.
⏬ Good under pressure (3,053m deep)
🧊 Happy in freezing waters
❤️🔥 ALSO fine on 300°C hydrothermal vents
🧪 Fine with acidic water dissolving its shell...
💗 ...because it grows new shell from inside!
1/2
This newly-discovered limpet from the Arctic is an icon for our times.
⏬ Good under pressure (3,053m deep)
🧊 Happy in freezing waters
❤️🔥 ALSO fine on 300°C hydrothermal vents
🧪 Fine with acidic water dissolving its shell...
💗 ...because it grows new shell from inside!
1/2
Reposted
In a chaotic system, no detail is small enough to ignore. Adjusting the position of a butterfly in Brazil by a millimeter, in one infamous metaphor, could mean the difference between a typhoon striking Tokyo and a tornado tearing through Tennessee.
buff.ly/SKLsRk0
buff.ly/SKLsRk0
March 10, 2025 at 3:46 PM
In a chaotic system, no detail is small enough to ignore. Adjusting the position of a butterfly in Brazil by a millimeter, in one infamous metaphor, could mean the difference between a typhoon striking Tokyo and a tornado tearing through Tennessee.
buff.ly/SKLsRk0
buff.ly/SKLsRk0
Reposted
🎉 The recording of the first session of our Open Science Workshop series is now live!
📺 Watch it on YouTube: www.youtube.com/live/sh5iPQR...
🔍 Don’t miss our next workshop on Open Data happening March 24! Stay updated here: tiny.utk.edu/openscience
#opencescience #coding #python #jupyter
📺 Watch it on YouTube: www.youtube.com/live/sh5iPQR...
🔍 Don’t miss our next workshop on Open Data happening March 24! Stay updated here: tiny.utk.edu/openscience
#opencescience #coding #python #jupyter
March 10, 2025 at 4:01 PM
🎉 The recording of the first session of our Open Science Workshop series is now live!
📺 Watch it on YouTube: www.youtube.com/live/sh5iPQR...
🔍 Don’t miss our next workshop on Open Data happening March 24! Stay updated here: tiny.utk.edu/openscience
#opencescience #coding #python #jupyter
📺 Watch it on YouTube: www.youtube.com/live/sh5iPQR...
🔍 Don’t miss our next workshop on Open Data happening March 24! Stay updated here: tiny.utk.edu/openscience
#opencescience #coding #python #jupyter
Reposted
This week's #PaperILike is "Model Predictive Control and Reinforcement Learning: A Unified Framework Based on Dynamic Programming" (Bertsekas 2024).
If you know 1 of {RL, controls} and want to understand the other, this is a good starting point.
PDF: arxiv.org/abs/2406.00592
If you know 1 of {RL, controls} and want to understand the other, this is a good starting point.
PDF: arxiv.org/abs/2406.00592
Model Predictive Control and Reinforcement Learning: A Unified Framework Based on Dynamic Programming
In this paper we describe a new conceptual framework that connects approximate Dynamic Programming (DP), Model Predictive Control (MPC), and Reinforcement Learning (RL). This framework centers around ...
arxiv.org
March 2, 2025 at 4:19 PM
This week's #PaperILike is "Model Predictive Control and Reinforcement Learning: A Unified Framework Based on Dynamic Programming" (Bertsekas 2024).
If you know 1 of {RL, controls} and want to understand the other, this is a good starting point.
PDF: arxiv.org/abs/2406.00592
If you know 1 of {RL, controls} and want to understand the other, this is a good starting point.
PDF: arxiv.org/abs/2406.00592
Reposted
Decoding Inference Scaling: The Secret to Better AI Performance 🎯
#AI #LLM
→ gradientflow.substack.com/p/boost-ai-p...
#AI #LLM
→ gradientflow.substack.com/p/boost-ai-p...
Boost AI Performance: Understanding Inference Scaling
Subscribe • Previous Issues
gradientflow.substack.com
March 2, 2025 at 5:24 PM
Decoding Inference Scaling: The Secret to Better AI Performance 🎯
#AI #LLM
→ gradientflow.substack.com/p/boost-ai-p...
#AI #LLM
→ gradientflow.substack.com/p/boost-ai-p...
Reposted
Here are my favorite snippets from my recent appearance on the Accessibility + Generwtive AI podcast, including notes on using LLMs to help with alt text and the ethics of building accessibility tools on top of inherently unreliable technology simonwillison.net/2025/Mar/2/a...
Notes from my Accessibility and Gen AI podcast appearence
I was a guest on the most recent episode of the Accessibility + Gen AI Podcast, hosted by Eamon McErlean and Joe Devon. We had a really fun, wide-ranging conversation …
simonwillison.net
March 2, 2025 at 2:53 PM
Here are my favorite snippets from my recent appearance on the Accessibility + Generwtive AI podcast, including notes on using LLMs to help with alt text and the ethics of building accessibility tools on top of inherently unreliable technology simonwillison.net/2025/Mar/2/a...
Reposted
Close to 12,000 valid secrets that include API keys and passwords have been found in the Common Crawl dataset used for training multiple artificial intelligence models.
www.bleepingcomputer.com/news/securit...
www.bleepingcomputer.com/news/securit...
Nearly 12,000 API keys and passwords found in AI training dataset
Close to 12,000 valid secrets that include API keys and passwords have been found in the Common Crawl dataset used for training multiple artificial intelligence models.
www.bleepingcomputer.com
March 2, 2025 at 10:04 PM
Close to 12,000 valid secrets that include API keys and passwords have been found in the Common Crawl dataset used for training multiple artificial intelligence models.
www.bleepingcomputer.com/news/securit...
www.bleepingcomputer.com/news/securit...
Reposted
Reading another paper arguing little data suffices to extract the skills already developed in pre-training. LIMO arxiv.org/abs/2502.03387. First sip but, bit self-aggrandizing? Scrolled to see model (so excuse if I missed something, will report later) ... Its a Qwen-32b-instruct ... AIME score? 16.5
LIMO: Less is More for Reasoning
We present a fundamental discovery that challenges our understanding of how complex reasoning emerges in large language models. While conventional wisdom suggests that sophisticated reasoning tasks de...
arxiv.org
February 9, 2025 at 5:02 PM
Reading another paper arguing little data suffices to extract the skills already developed in pre-training. LIMO arxiv.org/abs/2502.03387. First sip but, bit self-aggrandizing? Scrolled to see model (so excuse if I missed something, will report later) ... Its a Qwen-32b-instruct ... AIME score? 16.5
Reposted
It's happening!
Join us next week to ask Sebastian Raschka anything!
📅 Date: February 11th
⏰ Time: 10:00 AM – 11:00 AM EST
📍 Register: lu.ma/evqa4rct
Join us next week to ask Sebastian Raschka anything!
📅 Date: February 11th
⏰ Time: 10:00 AM – 11:00 AM EST
📍 Register: lu.ma/evqa4rct
February 9, 2025 at 8:45 PM
It's happening!
Join us next week to ask Sebastian Raschka anything!
📅 Date: February 11th
⏰ Time: 10:00 AM – 11:00 AM EST
📍 Register: lu.ma/evqa4rct
Join us next week to ask Sebastian Raschka anything!
📅 Date: February 11th
⏰ Time: 10:00 AM – 11:00 AM EST
📍 Register: lu.ma/evqa4rct