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6 trends framing the state of AI and ML

O’Reilly online learning is a trove of information about the trends, topics, and issues tech leaders need to know about to do their jobs. We use it as a data source for our annual platform analysis, and we’re using it as the basis for this report, where we take a close look at the most-used […]




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Four short links: 20 March 2020

NASCAR Replaces Canceled Races with Esports Featuring Pro Drivers (Engadget) — the world is getting weirder. Firebase Scrutinized By Antitrust Regulators — Firebase tools give Google, the internet’s top ad seller, information on what consumers are doing inside apps that it can exploit to target ads to users, according to makers of Firebase alternatives. Journey […]




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Four short links: 23 March 2020

Stanza: A Python Natural Language Processing Toolkit for Many Human Languages — Stanza features a language-agnostic fully neural pipeline for text analysis, including tokenization, multi-word token expansion, lemmatization, part-of-speech and morphological feature tagging, dependency parsing, and named entity recognition. Code and models available for 66 languages. Dropbear SSH — Dropbear is a relatively small SSH […]




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Strong leaders forge an intersection of knowledge and experience

Rita J. King, co-director and EVP for business development at Science House, recently conducted a series of interviews with business leaders, exploring the challenges and hurdles companies face in evolving business landscapes. In this interview, King chats with Craig Lemasters, CEO of Global Executive Group, about what companies face when navigating the digital transformation. They […]



  • Future of the Firm
  • Big Systemic Thinking

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Great leaders inspire innovation and creativity from within their workforces

Rita J. King, co-director and EVP for business development at Science House, recently conducted a series of interviews with business leaders, exploring the challenges and hurdles companies face in evolving business landscapes. In this interview, King chats with James Jorasch, founding CEO of Science House, about the importance of innovation and how to inspire and […]



  • Future of the Firm
  • Big Systemic Thinking

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Leaders need to mobilize change-ready workforces

Rita J. King, co-director and EVP for business development at Science House, recently conducted a series of interviews with business leaders, exploring the challenges and hurdles companies face in evolving business landscapes. In this interview, King chats with Jen Bruno, SVP of culture and human capital at LPL Financial, about mobilizing a change-ready workforce, leadership […]



  • Future of the Firm
  • Big Systemic Thinking

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An enterprise vision is your company’s North Star

Rita J. King, co-director and EVP for business development at Science House, recently conducted a series of interviews with business leaders, exploring the challenges and hurdles companies face in evolving business landscapes. In this interview, King chats with Dana Codispoti, head of HR Transformation at AIG, about how to address the human factor in business […]



  • Future of the Firm
  • Big Systemic Thinking

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3 ways to confront modern business challenges

I interviewed four business leaders in late 2019 to get their perspectives on the biggest obstacles and opportunities organizations are facing. Craig Lemasters was the president and CEO of Assurant Solutions. Under his leadership, Assurant Solutions doubled in size to $4B, underwent a digital transformation to expand an offering of risk management solutions in the […]



  • Future of the Firm
  • Big Systemic Thinking
  • Deep Dive

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Four short links: 24 March 2020

Potential Distributed Reading Group on Distributed Systems — for some folks, this will be a great time to start reading groups to work through papers. You’ll never get a time with less physical distraction. (Just remember to ration your socials time or you and your time will vanish into the maelstrom.) Jitsi Meet — open […]




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The unreasonable importance of data preparation

In a world focused on buzzword-driven models and algorithms, you’d be forgiven for forgetting about the unreasonable importance of data preparation and quality: your models are only as good as the data you feed them. This is the garbage in, garbage out principle: flawed data going in leads to flawed results, algorithms, and business decisions. […]




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What you need to know about product management for AI

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). You already know the game and how it is played: you’re the coordinator who ties everything together, from the developers and designers to the executives. You’re responsible for the design, […]




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Four short links: 31 March 2020

Medtronic Releases Ventilator Designs — not open source, as the license is a limited-time limited-purpose license that retains rights. I imagine some corporate lawyers have done some frantic Googling for open meditech licensing clauses. dolt — version history for tabular data. Compare to sno, which is version control for geospatial and tabular data. Toast UI […]




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Four short links: 1 April 2020

Replaying Traffic to Test Proprietary Systems — using Wiresham to replay traffic to test blackbox proprietary systems. Outlaw Innovations — This paper will explore how the often illegal activities of hackers (in the original usage of the term to refer to individuals who modify computer hardware and software) may produce valuable innovations. It will explore […]




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Four short links: 2 April 2020

Imperial College’s COVID19 Model — in github, in R, MIT-licensed. This repository has code for replication purposes. The bleeding edge code and advancements are done in a private repository. Readings on Time — I bumped on this idea while reading Alan Kay’s writing about making the difference between mutable and immutable data “moot” in the […]




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Four short links: 3 April 2020

The Zero Trust Learning Curve (Palo Alto Networks) — don’t learn with the Crown Jewels. The trouble with starting with the most sensitive protect surfaces is that they’re often too fragile and many people don’t know how they work. Starting there with Zero Trust frequently results in failures. Too often, when this happens, organizations blame […]




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Four short links: 6 April 2020

Rufus — Create bootable USB drives the easy way. Improving Audio Quality in Duo with WaveNetEQ — Google filling in missing packets in voice calls using deep learning. CRN++ — language for programming deterministic (mass-action) chemical kinetics to perform computation. Crafting Crafting Interpreters — story behind the writing of the Crafting Interpreters book.




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Governance and Discovery

Data Governance sounds like a candidate for the most boring topic in technology: something dreamed up by middle-managers to add friction to data scientists’ lives. The funny thing about governance, though, is that it’s closely related to data discovery. And data discovery is neither dull nor additional friction; it’s an exciting process that enables great […]




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Four short links: 7 April 2020

locust — open source load testing tool: define user behaviour with Python code, and swarm your system with millions of simultaneous users. (via @nzigel) Background Matting — a method for creating a matte – the per-pixel foreground color and alpha – of a person by taking photos or videos in an everyday setting with a […]




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Four short links: 8 April 2020

System Design for Advanced Beginners — a friendly explanation of the what and why of systems, with acknowledgement of the real world like There are many tools out there, each with different strengths and weaknesses, and many ways to build a technology company. The real, honest reasons that we will make many of our technological […]




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Four short links: 9 April 2020

The Fuzzy Edges of Character Encoding — the history, politics, and computational basics of text-based character encoding and digital representations of text, from Morse Code to ASCII to Unicode (and emoji), as well as alternative text encoding schemes. (via Everest Pipkin) AutoHotkey — an automation scripting language for Windows. The Electronic Nose and its Applications: […]




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Four short links: 10 April 2020

FairMOT — one-shot multi-object tracking that remarkably outperforms the state-of-the-arts on the MOT challenge datasets at 30 FPS. pipedream — IFTTT for coders. Compiler Explorer — an interactive tool that lets you type code in one window and see the results of its compilation in another window. Using the site should be pretty self-explanatory: by […]




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Four short links: 13 April 2020

Introduction to COBOL — a 1999 web site (!) with slides from a University of Limerick course. IBM will offer free (presumably more modern) training. zoombot — a highly advanced AI to handle Zoom calls. storybook.js — open source toolkit and sandbox to build UI components in isolation so you can develop hard-to-reach states and […]




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Radar trends to watch: April 2020

Since early in March, technology news has been all Coronavirus, all the time. That’s a trend we expect to continue through April and probably beyond. So let’s start with Coronavirus news, and hope that we have something different for next month. Coronavirus The Coronavirus pandemic is forcing reconsideration of how private data is used.  Maciej […]




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Four short links: 14 April 2020

The Science of Happiness — free enrolment in Berkeley’s MOOC to teach positive psychology. Learn science-based principles and practices for a happy, meaningful life. The New Business of AI (A16Z) — many AI companies have: Lower gross margins due to heavy cloud infrastructure usage and ongoing human support; Scaling challenges due to the thorny problem […]




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Four short links: 15 April 2020

Coding vs Programming (John Gruber) — I’d noticed this linguistic change too. See also Engineering vs Programming vs Computer Science. Coding is shorter so it’s probably gaining in popularity because shorter is easier to say and thus more convenient. micrograd (Andre Karpathy) — A tiny Autograd engine (with a bite! :D). Implements backpropagation (reverse-mode autodiff) […]




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Four short links: 16 April 2020

Kanboard — free and open source Trello-like Kanban boards. Remote Work Playbook — really useful advice on the actual mechanics of working remotely, not just which tools to use but how to use them. E.g., As an individual contributor, is there something you just did that you think a colleague would have to do at […]




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Four short links: 17 April 2020

Nebula —open source distributed, scalable, lightning-fast graph database. COBOL Programming Course — from the Open Mainframe Project. Serverless Handbook — a resource teaching frontend engineers everything they need to know to dive into backend. Novel Annealing Processor Is the Best Ever at Solving Combinatorial Optimization Problems (IEEE Spectrum) — Dubbed STATICA (Stochastic Cellular Automata Annealer […]




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Four short links: 20 April 2020

CastleDB — a structured static database […]. CastleDB looks like any spreadsheet editor, except that each sheet has a data model. […] stores both its data model and the data contained in the rows into an easily readable JSON file. […] allows efficient collaboration on data editing. Mainframes Are Having a Moment (IEEE Spectrum) — […]




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Four short links: 21 April 2020

It’s Time to Learn (Scott Berkun) — a strong response to Marc Andreessen’s It’s Time to Build. It feels like we are in a disrupted time when anything is possible, and folks are wondering where the levers are to pull. pygraphistry — a library to extract, transform, and visually explore big graphs. Desert Island Devops […]




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Four short links: 22 April 2020

Posthog — open source product analytics. Into the Mainframe (Recurse) — the interviews with two mainframe programmers are a great reminder of how much things have changed. And how they haven’t. For instance, later in my career I kept a weighted punching clown in my office. As programmers, we liked our users, but we also […]




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How data privacy leader Apple found itself in a data ethics catastrophe

Three months ago, Apple released a new credit card in partnership with Goldman Sachs that aimed to disrupt the highly regulated world of consumer finance. However, a well-known software developer tweeted that he was given 20x the credit line offered to his wife, despite the fact that they have been filing joint tax returns and […]




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Four short links: 23 April 2020

Moloch — Large scale, open source, indexed packet capture and search. 3Dify Instagram Photos — open source toolset for adding a 3d effect to photos on Instagram’s web site. It uses 3d-photo-inpainting running in Colab (free GPU) and Cloud pubsub/storage for communication. A glimpse of the future: we could augment all our apps with deep […]




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Four short links: 24 April 2020

The Suddenly Remote Playbook — I just want to note that if you have to look after kids when you’re supposed to be working, you’re not working from home. Not everyone’s getting a glorious introduction to the delights of working from home. taichi — a programming language designed for high-performance computer graphics. It is deeply […]




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Four short links: 27 April 2020

Teleforking a Process onto a Different Computer — a working proof of concept (I just don’t replicate tricky things so that I could keep it simple, meaning it’s just a fun tech demo you probably shouldn’t use for anything real) of a telefork() function call that spawns a process on another machine and returns the […]




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Four short links: 28 April 2020

Learning a Language — this list of questions facing anyone taking a new language for a test run just burns with truth. (Also: encouraging to see how many of these questions are answered by the Cookbook format) OpenVAS — Open Vulnerability Assessment Scanner, aka “what a cheap external security assessment vendor will run and then […]




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Four short links: 29 April 2020

podpaperscissors — From the classic “prisoner’s dilemma” to more obscure coördination games, Pod Paper Scissors takes game theory out of the dry textbook and into the real world. … Each episode will feature different kinds of games and situations. Experts in a variety of fields will casually converse with the hosts about how the particular […]




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Four short links: 30 April 2020

To Microservices and Back Again: Why Segment Went Back to a Monolith — microservices came with increased operational overhead and problems around code reuse. … If microservices are implemented incorrectly or used as a band-aid without addressing some of the root flaws in your system, you’ll be unable to do new product development because you’re […]




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Four short links: 1 May 2020

Tasmota — Alternative firmware for ESP8266 with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Selfie 2 Waifu — deep learning constructs an anime character from your photo. Paper for the underlying technique. (via @tkasasagi) The Handbook of Cyber Wargames: Wargaming […]




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Four short links: 4 May 2020

Popcorn Linux — exploring how to improve the programmability of emerging heterogeneous hardware, in particular, those with Instruction Set Architecture (ISA)-diverse cores, from node-scale (e.g., Xeon/Xeon-Phi, ARM/x86, CPU/GPU/FPGAs) to rack-scale (e.g., Scale-out processors, Firebox, The Machine), in both native and virtualized settings. Additionally, the project is exploring how to automatically compile/synthesize/execute code on ISA-heterogeneous hardware. […]




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On COBOL

We’ve all seen that the world (well, governments, specifically state governments, to say nothing of the banks) is screaming for COBOL programmers—a cry that goes up roughly every five years. We somehow muddle through the crisis at hand, then people forget that it was ever a problem. It’s time we asked what the crisis really […]




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Four short links: 5 May 2020

Leaving Amazon (Tim Bray) — May 1st was my last day as a VP and Distinguished Engineer at Amazon Web Services, after five years and five months of rewarding fun. I quit in dismay at Amazon firing whistleblowers who were making noise about warehouse employees frightened of Covid-19. Observability is a Many-Splendoured Thing (Charity Majors) […]




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Four short links: 6 May 2020

Raman Spectroscopy — Low Cost, High Performances, 100% Open Source Raman Spectrometer. […] We currently offer the spectrometer in a Starter Edition version designed for teaching Raman spectroscopy and we will soon release a Performance Edition version which achieves a tested 12 cm-1 resolution at low costs. Great to see this getting into the hands […]




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Four short links: 7 May 2020

Super Bootable 64 — Super Mario 64 shipped before the SDK was finalised, and it had to be compiled with optimisations turned off. This meant the binary was easily reversed to source code, and now the unportable has been ported. This site probably won’t last long, because DMCA, but it’s technically a sweet feat. (via […]




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Radar trends to watch: May 2020

After last month’s “all coronavirus, all the time” report, I was concerned that this month would be more of the same.  And there is, indeed, a lot of coronavirus. But there are many other trends and interesting items to look at–possibly a sign that people are working effectively from home. Coronavirus Coronavirus prompts serious discussion […]




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Four short links: 8 May 2020

Mathematics for Machine Learning — We wrote a book on Mathematics for Machine Learning that motivates people to learn mathematical concepts. The book is not intended to cover advanced machine learning techniques because there are already plenty of books doing this. Instead, we aim to provide the necessary mathematical skills to read those other books. […]





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Furry Freak Brothers coming this fall, voiced by Woody Harrelson, John Goodman, Pete Davidson, and Tiffany Haddish

Yesterday saw the online premier of a mini-episode of a new animated comic series based on the classic Gilbert Shelton underground comic, the Fabulous Furry Freak Brothers. As a hippie wannabe teen in the 70s, this (and Zap! Comics) was everything to me.

In 1969, life in San Francisco consists of free love, communal living, and political protest. Freewheelin’ Franklin Freek (Harrelson), Fat Freddy Freekowtski (Goodman), Phineas T. Phreakers (Davidson) and their mischievous, foul-mouthed cat, Kitty (Haddish) spend their days dodging many things —- the draft, the narcs, and steady employment -– all while searching for an altered state of bliss.

But after partaking of a genetically-mutated strain of marijuana, the Freaks wake up 50 years later to discover a much different society. Quickly feeling like fish out of water in a high-tech world of fourth-wave feminism, extreme gentrification and intense political correctness, the Freaks learn how to navigate life in 2020 -— where, surprisingly, their precious cannabis is now legal.

OK, sounds good. But is it? If the reaction to the first mini-episode is any indication, maybe the Freaks should have remained in their drug-induced coma. As one Facbooker commented: "Get yourself a collected set of the original comic and skip this drivel!"

Read the rest




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In quarantine, Thomas Dolby's kids turn dad's hit "Europa..." into "Corona..."

A couple of days ago, Thomas Dolby posted this video to Twitter and YouTube of a track called "Corona and the Pirate Twins," a spoof of his 1982 hit, "Europa and the Pirate Twins." The song is credited to Dolby Kids. Thomas included the following note:

"This is what my mischievous offspring have been getting up to during the Lockdown."

Here is the original video for "Europa..."

Bonus track:

And here is Thomas Dolby doing a touching home solo version of his achingly beautiful "Screen Kiss" from 1984's Flat Earth. He did it as a tribute to Matthew Seligman, the celebrated bassist who recently died of COVID-19. Seligman played bass on Dolby's recordings, including Flat Earth, and also played for Bowie, Robyn Hitchcock, Peter Murphy, and countless others. He was also a member of the Soft Boys.

Image: YouTube Read the rest




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"Leopards ate my face" subreddit bans posts about coronavirus scoffers who later die of it

The Leopards Ate My Face subreddit is dedicated to mocking people who thought the Republican party would hurt their enemies only to be surprised to find that it hurts them, too. Inspired by a tweet by Adrian Bott—'I never thought leopards would eat MY face,' sobs woman who voted for the Leopards Eating People's Faces Party—it has now banned posts about people who claimed Covid-19 was bullshit only to die of Covid-19. There are simply too many, and it's getting depressing.

"We've seen a billion of them in the past two weeks and the vast majority of them don't fit the subreddit," writes moderator u/ROBOT_OF_WORLD. "People dying from their decisions isn't justice, karmic, or funny." Read the rest




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Jupiter looks pretty angry in "lucky" infrared shot

It took hundreds of exposures and a complex method of removing occlusions, but this "lucky" shot is the result: a depiction of the hot regions lurking under Jupiter's uppermost clouds.

The picture was captured in infared by the Gemini North Telescope in Hawaii, and is one of the sharpest observations of the planet ever made from the ground. To achieve the resolution, scientists used a technique called "lucky imaging" which scrubs out the blurring effect of looking through Earth's turbulent atmosphere. This method involves acquiring multiple exposures of the target and only keeping those segments of an image where that turbulence is at a minimum.

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