#76: Dynamically Typed Hiatus

Hey everyone, Leon here. I don’t have a regular edition of Dynamically Typed for you today, because, as you can probably guess from the subject, I’m taking a break from writing the newsletter. I’ve written a DT every second weekend for nearly three years now, for a total of 75 is … | Continue reading


@dynamicallytyped.com | 2 years ago

#75: OpenAI's book summaries for the alignment problem, Translatotron 2, and AI-generated movie posters

Hey everyone, welcome to Dynamically Typed #75! This was a bit of a quiet two weeks for productized and climate AI, so today I’ve just got three ML research and one cool stuff links for you: OpenAI’s GPT-3 book summarization; Google AI’s Wikipedia-based dataset for multimodal mod … | Continue reading


@dynamicallytyped.com | 2 years ago

#74: Apple's privacy-focused facial recognition, DeepMind's multimodal Perceiver IO, and sea ice forecasting with IceNet

Hey everyone, welcome to Dynamically Typed #74! Today’s productized AI section includes some updates on the ClipDrop app and a detailed Apple blog post about privacy-preserving facial recognition in the Photos app. I also covered DeepMind’s new general Perceiver IO architecture f … | Continue reading


@dynamicallytyped.com | 2 years ago

#73: Merlin for sound-based bird identification, CCAI's big climate grant, and finger spelling with AI

Hey everyone, welcome to Dynamically Typed #73, a classic links issue. Today for productized AI I’ve got Merlin, an app for identifying birds by their calls; and an Oxygen Digital panel I joined on the future of AI-assisted coding. For ML research I found Stanford’s new Mistral l … | Continue reading


@dynamicallytyped.com | 2 years ago

#72: Towards talking to computers with OpenAI Codex

Hey everyone, welcome to Dynamically Typed #72. Today’s issue is about OpenAI’s Codex demo last Tuesday, which is one of the most exciting AI applications I’ve come across recently. Happy Sunday! Productized Artificial Intelligence 🔌 Towards talking to computers with Code … | Continue reading


@dynamicallytyped.com | 2 years ago

#71: The AlphaFold Protein Structure Database, OpenAI Triton, and a CLIP "Tour of the Sacred Library"

Hey everyone, welcome to Dynamically Typed #71! Today for productized AI I covered the AlphaFold Protein Structure Database, which is a collaboration between DeepMind and the European Bioinformatics Institute. For ML research I’ve got OpenAI’s Python-like open-source Triton GPU p … | Continue reading


@dynamicallytyped.com | 2 years ago

#70: Karpathy on Tesla Autopilot at CVPR'21, Distill's hiatus, and tattling on Flemish Scrollers using computer vision

Hey everyone, welcome to Dynamically Typed #70. For today’s edition I summarized Andrej Karpathy’s talk about updates to Tesla’s Autopilot system at CVPR ‘21. Further in the productized AI section, I have links for a LEGO-detection app and the automated chip design methodology us … | Continue reading


@dynamicallytyped.com | 2 years ago

#69: GitHub Copilot + OpenAI Codex = Microsoft synergy?

Hey everyone, welcome to Dynamically Typed #69! Today’s issue focuses on a new AI product that’s been all over Twitter this week: GitHub Copilot, “your AI pair programmer” powered by OpenAI’s new Codex model. This story became quite long and I’m not including any other items in t … | Continue reading


@dynamicallytyped.com | 2 years ago

#68: What's socially acceptable for a language model to say?

Hey everyone, welcome to Dynamically Typed #68! With summer around the corner, it’s been a bit of a slow two weeks in terms of AI news. So I decided to dedicate today’s DT to a single longer story centered around OpenAI’s new Process for Adapting Language Models to Society (PALMS … | Continue reading


@dynamicallytyped.com | 2 years ago

#67: Has AI helped fight the COVID-19 pandemic?

Hey everyone, welcome to Dynamically Typed #67. The main story in today’s DT is about AI’s role in helping fight the COVID-19 pandemic. I avoided writing about the preprints in this space for a long time, but a new overview article in The Gradient pushed me to finally take a seco … | Continue reading


@dynamicallytyped.com | 2 years ago

#66: Google's controversial dermatology app, Twitter's AI feature removal, and a Dropbox image search deep-dive

Hey everyone, welcome to Dynamically Typed #66. I’ve got three productized AI links and two machine learning research links for you today. For the former, I wrote about Google’s new dermatology assist tool and its potential problems; Dropbox’s image search technical deep dive; an … | Continue reading


@dynamicallytyped.com | 2 years ago

#65: Live (jargon) transcription in Microsoft Teams, the EU's Artificial Intelligence Act, and NVIDIA's AI Art Gallery

Hey everyone, welcome to Dynamically Typed #65; I’ve got a whole lot of links for you today. In productized AI, I covered the EU’s final proposal for its Artificial Intelligence Act, a new jargon-aware (!) live meeting transcription feature in Microsoft Teams, and the new AI-powe … | Continue reading


@dynamicallytyped.com | 2 years ago

#64: Google's tips for reducing the CO2 emissions of training AI models

Hey everyone, welcome to Dynamically Typed #64 — another base-2 milestone just over a year after I sent out DT #32! Today’s DT started off as a regular links-centric issue, until I came across a blog post Google released three days ago (on Earth Day): How we’re minimizing AI’s ca … | Continue reading


@dynamicallytyped.com | 3 years ago

#63: Three times Distill: Multimodal neurons, branch specialization, and weight banding

Hey everyone, welcome to Dynamically Typed #63. I took today to finally sit down and read three recent articles from Distill, the machine learning journal that focuses on AI interpretability with the help of clear writing and great, often interactive, visuals. (It’s also my favor … | Continue reading


@dynamicallytyped.com | 3 years ago

#62: 4.5 billion GPT-3 words a day, Moore's Law for Everything, and Nothing Breaks like an AI heart

Hey everyone, welcome to Dynamically Typed #62. After last issue’s essay on the climate opportunity of gargantuan AI models (check it out if you haven’t yet!), I’ve got lots of different links for you again this week. Across productized AI, ML research and cool stuff, I’ve got on … | Continue reading


@dynamicallytyped.com | 3 years ago

#61: The climate opportunity of gargantuan AI models

Hey everyone, welcome to Dynamically Typed #61! Today’s issue is a bit different from usual: I don’t have the regular sections or any quick links. Instead, I finally wrote a longer essay that I’ve been mulling over in my head for a long time, on the potential climate opportunity … | Continue reading


@dynamicallytyped.com | 3 years ago

#60: Google Pixel car crash detection, Model Search for TensorFlow, an a movie frame search engine

Hey everyone, welcome to Dynamically Typed #60. Two weeks after we were ice skating on the canals, spring has arrived in Amsterdam and I'm sitting on the roof, writing this issue in the sun after a great row this morning! 🌞🚣‍♂️For productized AI, I wrote about the … | Continue reading


@dynamicallytyped.com | 3 years ago

#60: Google Pixel car crash detection, Model Search for TensorFlow, an a movie frame search engine

Hey everyone, welcome to Dynamically Typed #60. Two weeks after we were ice skating on the canals, spring has arrived in Amsterdam and I’m sitting on the roof, writing this issue in the sun after a great row this morning! 🌞🚣‍♂️ For productized AI, I wrote about th … | Continue reading


@dynamicallytyped.com | 3 years ago

#59: A visual search engine, Google's camera-based vitals measurements, and two AI lab tooling long reads

Hey everyone, welcome to Dynamically Typed #59! I've got a classic links issue for you today, featuring:🔌 Productized AI: camera-based vitals measurements on Google Pixel phones; and Microsoft's new Speller100 model powering input validation in Bing.🎛 ML Research: … | Continue reading


@dynamicallytyped.com | 3 years ago

#59: A visual search engine, Google's camera-based vitals measurements, and two AI lab tooling long reads

Hey everyone, welcome to Dynamically Typed #59! I’ve got a classic links issue for you today, featuring: 🔌 Productized AI: camera-based vitals measurements on Google Pixel phones; and Microsoft’s new Speller100 model powering input validation in Bing. 🎛 ML Researc … | Continue reading


@dynamicallytyped.com | 3 years ago

#58: Partnership on AI's AI Incident Database, and lots of productized AI

Hey everyone, welcome to Dynamically Typed #58! In today's issue I wrote about the AI Incident Database, a new project by the Partnership on AI that's meant to help future machine learning researchers and developers avoid repeating bad outcomes that AI-powered systems have histor … | Continue reading


@dynamicallytyped.com | 3 years ago

#58: Partnership on AI's AI Incident Database, and lots of productized AI

Hey everyone, welcome to Dynamically Typed #58! In today’s issue I wrote about the AI Incident Database, a new project by the Partnership on AI that’s meant to help future machine learning researchers and developers avoid repeating bad outcomes that AI-powered systems have histor … | Continue reading


@dynamicallytyped.com | 3 years ago

#57: DALL·E and CLIP, OpenAI's new multimodal neural networks

Hey everyone, welcome to Dynamically Typed #57! In today’s issue I’ve written about DALL·E and CLIP, two new multimodal neural networks by OpenAI that learn to generate and classify images based on textual prompts in a zero-shot way. They’re both very cool so they’ve taken up the … | Continue reading


@dynamicallytyped.com | 3 years ago

#56: My new job in climate AI!

Hey there, welcome to Dynamically Typed #56. First, a personal update going into the new year: I'm starting a new job! Monday will be my first day as machine learning engineer at Dexter Energy, an Amsterdam-based startup that uses AI to predict and optimize renewable (mostly wind … | Continue reading


@dynamicallytyped.com | 3 years ago

#56: My new job in climate AI!

Hey there, welcome to Dynamically Typed #56. First, a personal update going into the new year: I’m starting a new job! Monday will be my first day as machine learning engineer at Dexter Energy, an Amsterdam-based startup that uses AI to predict and optimize renewable (mostly wind … | Continue reading


@dynamicallytyped.com | 3 years ago

#55: DeepMind's structural biology breakthrough with AlphaFold 2

Hey everyone, welcome to Dynamically Typed #55. In today's issue I'm mostly focusing on DeepMind's new AlphaFold 2 (AF2) model, which I waited to dive into until last month's hype settled down a bit; that story is right below this, in the ML research section. It took pretty long … | Continue reading


@dynamicallytyped.com | 3 years ago

#55: DeepMind's structural biology breakthrough with AlphaFold 2

Hey everyone, welcome to Dynamically Typed #55. In today’s issue I’m mostly focusing on DeepMind’s new AlphaFold 2 (AF2) model, which I waited to dive into until last month’s hype settled down a bit; that story is right below this, in the ML research section. It took pretty long … | Continue reading


@dynamicallytyped.com | 3 years ago

#54: Google AI's ethics crisis, an adversarial attack on deepfake detectors, and Stanford's OGNet climate project

Hey everyone, welcome to Dynamically Typed #54! Today's main story is about an ethics conflict at Google AI; I've done my best to summarize what happened over in the ML research section. Beyond that, I've got quick links across all categories: updates on adversarial deepfakes and … | Continue reading


@dynamicallytyped.com | 3 years ago

#54: Google AI's ethics crisis, an adversarial attack on deepfake detectors, and Stanford's OGNet climate project

Hey everyone, welcome to Dynamically Typed #54! Today’s main story is about an ethics conflict at Google AI; I’ve done my best to summarize what happened over in the ML research section. Beyond that, I’ve got quick links across all categories: updates on adversarial deepfakes and … | Continue reading


@dynamicallytyped.com | 3 years ago

#53: Runway ML's Green Screen, new tools from EMNLP, and tracking illegal cattle farming with AI

Hey everyone, welcome to Dynamically Typed #53! It has one again been a very busy two weeks on my news feeds, so let's dive straight in. For productized AI, Runway ML launched the first (well, maybe) web-based automated video background removal tool; and Apple open-sourced a for … | Continue reading


@dynamicallytyped.com | 3 years ago

#53: Runway ML's Green Screen, new tools from EMNLP, and tracking illegal cattle farming with AI

Hey everyone, welcome to Dynamically Typed #53! It has one again been a very busy two weeks on my news feeds, so let’s dive straight in. For productized AI, Runway ML launched the first (well, maybe) web-based automated video background removal tool; and Apple open-sourced a fork … | Continue reading


@dynamicallytyped.com | 3 years ago

#52: The 2020 State of AI report, Microsoft's Lobe visual ML model editor, and the Open Catalyst Project

Hey everyone, welcome to Dynamically Typed #52! I have quite a few links for you today. In productized AI, I've got the 2020 State of AI report, Google's Duplex updates, and Microsoft's Lobe (re)launch. For ML research, there's Julian Togelius' excellent new AGI essay and a tool … | Continue reading


@dynamicallytyped.com | 3 years ago

#52: The 2020 State of AI report, Microsoft's Lobe visual ML model editor, and the Open Catalyst Project

Hey everyone, welcome to Dynamically Typed #52! I have quite a few links for you today. In productized AI, I’ve got the 2020 State of AI report, Google’s Duplex updates, and Microsoft’s Lobe (re)launch. For ML research, there’s Julian Togelius’ excellent new AGI essay and a tool … | Continue reading


@dynamicallytyped.com | 3 years ago

#51: Photoshop's new AI features, Descript for video, and AR copy & paste with ClipDrop

Hey everyone, welcome to Dynamically Typed #51! Today in productized AI, I'm covering Adobe's big new Photoshop release full of AI-powered features and I have quick links on Descript's new video editor, Cyril Diagne's ClipDrop app, and a Google deep dive on the engineering of big … | Continue reading


@dynamicallytyped.com | 3 years ago

#51: Photoshop's new AI features, Descript for video, and AR copy & paste with ClipDrop

Hey everyone, welcome to Dynamically Typed #51! Today in productized AI, I’m covering Adobe’s big new Photoshop release full of AI-powered features and I have quick links on Descript’s new video editor, Cyril Diagne’s ClipDrop app, and a Google deep dive on the engineering of big … | Continue reading


@dynamicallytyped.com | 3 years ago

#50: Microsoft exclusively licenses OpenAI's GPT-3, Amsterdam's AI registry, and cloud nowcasting progress

Hey everyone, welcome to the 50th (🎉) edition of Dynamically Typed!One of the things I'm most proud of with this newsletter is that it's allowed me to build a big corpus of my own previous writing to refer back to. A while ago, I wrote a Python script to download DT issue … | Continue reading


@dynamicallytyped.com | 3 years ago

#50: Microsoft exclusively licenses OpenAI's GPT-3, Amsterdam's AI registry, and cloud nowcasting progress

Hey everyone, welcome to the 50th (🎉) edition of Dynamically Typed! One of the things I’m most proud of with this newsletter is that it’s allowed me to build a big corpus of my own previous writing to refer back to. A while ago, I wrote a Python script to download DT issu … | Continue reading


@dynamicallytyped.com | 3 years ago

#49: Movement in autonomous trucking, Microsoft's DeepSpeed update, and Transformers as Graph Neural Networks

Hey everyone, welcome to Dynamically Typed #49! Today's productized AI feature story is on autonomous trucks, which is where I think self-driving vehicle tech will have its first big impact; I've also got quick links to Facebook's survey paper on AI systems for social network saf … | Continue reading


@dynamicallytyped.com | 3 years ago

#49: Movement in autonomous trucking, Microsoft's DeepSpeed update, and Transformers as Graph Neural Networks

Hey everyone, welcome to Dynamically Typed #49! Today’s productized AI feature story is on autonomous trucks, which is where I think self-driving vehicle tech will have its first big impact; I’ve also got quick links to Facebook’s survey paper on AI systems for social network saf … | Continue reading


@dynamicallytyped.com | 3 years ago

#48: Microsoft's deepfake detection app, the economics of AI startups, and 3x ML for climate change

Hey everyone, welcome to Dynamically Typed #48. Today's newsletter is a bit later than usual because of an unexpected extra rowing training (yesterday) and an unexpected last beach day of the year (today) — I'm trying to make the club's eight and big ocean waves are fun!I wrote t … | Continue reading


@dynamicallytyped.com | 3 years ago

#48: Microsoft's deepfake detection app, the economics of AI startups, and 3x ML for climate change

Hey everyone, welcome to Dynamically Typed #48. Today’s newsletter is a bit later than usual because of an unexpected extra rowing training (yesterday) and an unexpected last beach day of the year (today) — I’m trying to make the club’s eight and big ocean waves are fun! I wrote … | Continue reading


@dynamicallytyped.com | 3 years ago

#47: Facebook's AI Red Team, predictions of future AI crimes, and TensorFlow's new TF-Coder tool

Hey everyone, welcome to Dynamically Typed #47! I was on holiday the past two weeks—hanging out with my family for the first time since the start of the pandemic—so today's newsletter is a bit shorter than usual. That means no feature stories, but lots of quick links! For product … | Continue reading


@dynamicallytyped.com | 3 years ago

#47: Facebook's AI Red Team, predictions of future AI crimes, and TensorFlow's new TF-Coder tool

Hey everyone, welcome to Dynamically Typed #47! I was on holiday the past two weeks—hanging out with my family for the first time since the start of the pandemic—so today’s newsletter is a bit shorter than usual. That means no feature stories, but lots of quick links! For product … | Continue reading


@dynamicallytyped.com | 3 years ago

#46: Snapchat's machine learning platform, AI at Apple, and an energy consumption tool for ML research

Hey everyone, welcome to Dynamically Typed #43! Today's feature story is on productized AI: I wrote about SnapML—Snapchat's machine learning platform—and its potential as a platform for creative ML developers to distribute their models to an audience of millions. Quick links in t … | Continue reading


@dynamicallytyped.com | 3 years ago

#45: Al Gore's Climate TRACE coalition, Papers with Code's Methods, and lots of productized AI

Hey everyone, welcome to Dynamically Typed #45! I've got two feature stories for you today: one on Al Gore's new Climate TRACE coalition for tracking greenhouse gas emissions using AI, and one on Methods, a useful new resource by Papers with Code. For productized AI, today's quic … | Continue reading


@dynamicallytyped.com | 3 years ago

#44: One month in, GPT-3-powered OpenAI API demos take the web by storm

Hey everyone, welcome to Dynamically Typed #44. Today I'll be covering just one productized AI story—about the crazy demos that people have been building using OpenAI's GPT-3 API—for two reasons. First, a lot has already been built with it, so there's a ton to cover. Second, I'm … | Continue reading


@dynamicallytyped.com | 3 years ago

#43: One AI model, four competing services

Hey everyone, welcome to Dynamically Typed #43. For the first time ever, this newsletter is now going out to more than 200 people!In today's edition, I'm focusing mostly on a story in the productized AI space: how one company's open-source ML model spawned four competing, indepen … | Continue reading


@dynamicallytyped.com | 3 years ago

#42: Facial recognition exodus, OpenAI's new GPT-3 language model, and Oil in the Cloud

Hey everyone, welcome to Dynamically Typed #42! Today I'm covering three big stories: big tech's long-awaited move away from selling facial recognition APIs; OpenAI's enormous (read: 100x bigger) new GPT-3 language model; and the Greenpeace report on tech's machine learning contr … | Continue reading


@dynamicallytyped.com | 3 years ago