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Four short links: 5 March 2020

libfacedetection — they claim 1000fps. Open source. Rich Hickey on Becoming a Better Developer — By constantly switching from one thing to another you are always reaching above your comfort zone, yes, but doing so by resetting your skill and knowledge level to zero. Mastery comes from a combination of at least several of the […]




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Radar trends to watch: March 2020

AI in practice In his book TinyML, Pete Warden talks about smart stickers that can do limited AI, communicate via radio, and contain sensors so they can easily be put onto machinery or other objects. That technology is here, with disposable bluetooth stickers powered by ambient RF. A year ago, Foster Provost said that causality […]




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Four short links: 6 March 2020

Soul of a New Machine: Rethinking the Computer (Bryan Cantrill) — talk at Stanford, about our vision for a new, rack-scale, server-side machine—and how we anticipate advances like open firmware, RISC-V, and Rust will play a central role in realizing that vision. Let’s Use Kubernetes: Now You Have 8 Problems — If you’re part of […]




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Four short links: 9 March 2020

Sno — Distributed version control for geospatial and tabular data. Finally, git for (geo)data done right. Open source. The Woman Worked as a Babysitter: On Biases in Language Generation — plugging prompts like “the woman worked as” and “the white person worked as” into text generation systems, and the horrors you get back. (via Violent […]




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Four short links: 10 March 2020

MLflow — an open source platform to manage the ML lifecycle, including experimentation, reproducibility, and deployment. It currently offers three components: tracking, projects, and models. Eventing Facets (Tim Bray) — the word “eventing” makes my skin crawl, but this series of posts has A+ info in it. Workbox — JavaScript Libraries for adding offline support […]




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Four short links: 11 March 2020

Pluralistic — Cory Doctorow’s news site and newsletter, where you can learn about African WhatsApp modders among other things. Mapnik — LGPLed software that combines pixel-perfect image output with lightning-fast cartographic algorithms, and exposes interfaces in C++, Python, and Node. pi node — A π-box is a modular system of radio/streaming broadcast, composed of multiples […]




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Four short links: 12 March 2020

AWS Bill Analysis — always interesting to see how to approach lowering your costs. In this case, the project owner works for Amazon on AWS, but still there were savings to be had. A Design Guide to Writing Offline-first Apps — In this article, we will be diving into some of the engineering challenges that […]




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Four short links: 13 March 2020

OpenAM — an open-access management solution that includes authentication, SSO, authorization, federation, entitlements and web services security. Building Relationships as a Remote Engineering Manager — And if you haven’t realized it yet, get used to this—you’re going to spend a lot of time writing. API Security Maturity Model — I’m not sure if I agree […]




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Four short links: 16 March 2020

The Uncensored Library — Reporters Without Borders built a library in Minecraft, in which you can read banned books. (via Gizmodo) Shmoocon 2020 Talk Recordings — everything from email addresses to Verilog by way of Zero Trust, social media, and choose-your-own-adventure ransomware. Differential Privacy: A Comparison of Libraries — We will have a look at […]




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Four short links: 17 March 2020

How the Great Firewall Discovers Hidden Circumvention Servers — really interesting CCC talk from a few years ago. The Challenge of Software Liability — Liability for insecure software is already a reality. The question is whether Congress will step in to give it shape and a coherent legal structure. XOXO Talks — video archive of […]




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Four short links: 18 March 2020

Inklewriter — open source interactive text adventure game creator. (Fun for adults, but also great to give to kids who love to read) (via Andy Baio) The Virus Survival Strategy Guide for Your Startup (Steve Blank) — Unfortunately, it’s no longer a normal market. All your assumptions about customers; sales cycle; and, most importantly, revenue, […]




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Four short links: 19 March 2020

Dos and Don’ts in Open Source (Olaf Geirsson) — really useful advice to would-be contributors and project owners. It’s tempting to respond to a welcome contribution with a quick, “This looks amazing, I will review tomorrow!” Consider giving a thumbs-up reaction instead and wait with commenting until you complete the review. Promises are estimates and […]




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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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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 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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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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Soap promises to make you smell like "Naval Supremacy"

Ironic toxic masculinity is in fashion! The Duke Cannon Naval Supremacy Big Brick of Bar Soap for Men [Amazon] promises that those thusly-soaped will smell of "naval supremacy", "productivity" or other humorously-abstract scents. (More traditionally "manly" odors such as tobacco, leather, burned vegetation, etc. are also available).

The veil of humor is threadbare -- "get clean and smell good without using feminine shower gels and accessories" -- but I'll admit that I do bathe in warm turpentine and it really helps.

UPDATE: Here's a balding treatment called "Lethal Uprising", spotted by Greg Sideyr.

Looking forward to Internecine Violence Toothpaste, Shambolic Venezeulan Coup Ice Cream, and Silently Endure Prison Abuse Hemmorhoid Cream with Aloe Vera. Read the rest




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Watch this Klingon perform "Somewhere Over the Rainbow" in her native tongue

Jennifer Usellis-Mackay, aka the Klingon Pop Warrior, sings "Somewhere Over the Rainbow" in her native tongue. The performance took place in 2015 at Chicago's iO Theater. From the video description:

Opening for Improvised Star Trek, I sang a new (old) song. Got some newly translated words the day of the performance... enjoy this little slice of nerdiness... or don't.

Vocals - The Klingon Pop Warrior (Jennifer Usellis-Mackay) Guitar - The Red Shirt (Joe Mizzi) Translation - Admiral qurgh (Christopher Lipscombe) Video - Eric Scull

(via r/ObscureMedia) Read the rest




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Weezer rocks The Simpsons theme song ahead of their appearance on the show

This Sunday, Weezer will cameo on The Simpsons and as a teaser, the band released their cover of "The Simpsons Theme" by Danny Elfman. From Rolling Stone:

In the new episode of The Simpsons, Weezer will play a cover band called Sailor’s Delight, which serves as the house act on a romantic cruise Homer and Marge are taking. Sailor’s Delight will “perform” a handful of tracks from Weezer’s 2019 self-titled record (also known as The Black Album) and their 2017 effort Pacific Daydream, while the episode will also boast the premiere of the band’s new song, “Blue Dream,” from their upcoming LP, Van Weezer.

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Watch: Super short horror films that are truly terrifying

Who is Patrick Mason? I just ran across a few short horror films he wrote and directed, and they're truly scary. Like edge-of-your-seat gasp-out-loud scary. Not only that, but they're beautifully made with good actors, especially Ayuda (see below). The three videos posted here are the ones I've seen so far, but there are more on his site, which I plan to watch tonight. Can't wait to see where this director takes us next.

Read the rest




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The "psychobiome" is bacteria in your gut that affects how you think and act

An array of scientific evidence suggest that in some cases, the bacteria in your gut–your microbiome–could be tied to neurological and psychological disorders and differences, from anxiety and autism to Parkinson's and schizophrenia. The journal Science published a survey of the field and the Cambridge, Massachusetts start-up Holobiome that hopes to use insight into this "psychobiome" to develop treatments for depression, insomnia, and other conditions with a neurological side to them. From Science:

For example, many people with irritable bowel syndrome are also depressed, people on the autism spectrum tend to have digestive problems, and people with Parkinson’s are prone to constipation.

Researchers have also noticed an increase in depression in people taking antibiotics—but not antiviral or antifungal medications that leave gut bacteria unharmed. Last year, Jeroen Raes, a microbiologist at the Catholic University of Leuven, and colleagues analyzed the health records of two groups—one Belgian, one Dutch—of more then 1000 people participating in surveys of their types of gut bacteria. People with depression had deficits of the same two bacterial species, the authors reported in April 2019 in Nature Microbiology.

Researchers see ways in which gut microbes could influence the brain. Some may secrete messenger molecules that travel though the blood to the brain. Other bacteria may stimulate the vagus nerve, which runs from the base of the brain to the organs in the abdomen. Bacterial molecules might relay signals to the vagus through recently discovered “neuropod” cells that sit in the lining of the gut, sensing its biochemical milieu, including microbial compounds.

Read the rest




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The surreal experience of flying during a pandemic

"[F]lying during a pandemic turned out to be more stressful—and surreal—than I’d planned for," writes McKay Copkins in The Atlantic. After two months of social distancing Copkins went on a reporting trip that required a plane flight. He was looking forward to the trip, but as soon as he got on the plane he realized that air travel is no fun during a pandemic.

I arrived at my assigned row, and found a stocky, gray-haired man in the seat next to mine. When I moved to sit down, he stopped me. “Sit there,” he said gruffly, pointing to the aisle behind us. “Social distance.”

Not eager for a confrontation, I decided to comply. Within seconds, though, a flight attendant materialized and ordered me back to my assigned seat. My recalcitrant would-be seatmate, vigorously objecting to this development, responded by blocking my entrance to the row with his leg.

Photo by Ethan McArthur on Unsplash Read the rest





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Legendary East Village corner store, Gem Spa, closes its doors

The Gothamist is reporting the sad news that Gem Spa, the iconic NY corner store that has been a fixture at St. Marks Place and Second Avenue for around 100 years is being forced to shutter its doors and windows for the last time. The Spa has been struggling to keep up with increasing rent prices and COVID-19 has apparently proven to be the final nail in its coffin.

"It’s where Robert Mapplethorpe bought Patti Smith an egg cream on the day they met. It’s on the back cover of the New York Dolls’ 1973 debut (and where, according to lore, Johnny Thunders and others went for post-heroin sugar fixes between sets at CBGB). Before that, it was where Abbie Hoffman gathered Yippies to rain money on the New York Stock Exchange. It’s where Allen Ginsberg, Ted Berrigan, and other neighborhood poets went to pick up the Sunday New York Times on Saturday nights (and which was inevitably commemorated in their poems)."

Read the rest.

Image: Alex Lozupone, CC BY-SA 4.0 Read the rest





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Silicone mini-pinch bowls have 101 uses

These little silicone rubber bowls come in handy in so many ways.

I use them with my digital scale to measure the bulk powder supplements I take. We use them at the dinner table to hold condiments. We use them while preparing meals to hold spices and minced herbs. I keep finding new ways to use them. For instance, when I fry or scramble eggs, I now crack the eggs over one of these bowls so I can pull out shell pieces and woogers (I wish I had a wooger snatcher but the bowl will have to do). Read the rest




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Last night's massive boom over Puget Sound was likely exploding meteor

A massive boom heard Wednesday night over Puget Sound on the northwestern coast of Washington was most likely an exploding meteor. Or that's what They want us to believe anyway. The American Meteor Society registered a dozen reports. Video above. Keep your eyes on the upper left of the frame.

"The more I read the more inclined I am to believe this was a fireball (which is a meteor that is larger and brighter than normal)," the American Meteor Society's Bob Lunsford said. "I'm certain now that this was a meteoric event."

From KOMONews:

Most meteors' explosions are heard about a minute or two after they explode due to the time it takes the sound to reach the Earth's surface, Lunsford said. Sound travels at 767 mph in standard atmosphere conditions, indicating this fireball exploded some 35 miles away.

"If this was larger than normal then the sound could have originated from a higher altitude. So a delay of 3 minutes is entirely possible," Lunsford said. "Meteors become visible at a height of around 50 miles so your estimate is well within that range."

Lunsford said because there was a boom, it’s very likely there are small, rock-sized pieces of the meteor somewhere on the ground. When a meteor causes a boom, it’s “pretty far down” in the atmosphere.

Read the rest




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Webinars are a hugely successful marketing tool and this software can help you launch one

If you’re an entrepreneur or marketer who hasn’t embraced webinars yet, you probably need to rethink your strategies. Over 60 percent of marketers say they use webinars as a key part of their content marketing strategy — and over 70 percent say it’s the best way to generate high-quality business leads.

Thankfully, one of the silver linings to our new quarantine, work from home lifestyles lately is the explosion of conferencing software and Americans’ newfound enthusiasm for video group meetups. 

Vidthere is one of the services that has considered the needs of large and small groups trying to maintain connections over distance, offering a suite of web-based communication tools that centralizes everything in one easy-to-use place.

Vidthere is a live video platform for everyone, featuring loads of internal communications features as well as options to sell and market directly to customers.

With webinars emerging as a key means to engage customers and sell products, Vidthere gives you all the tools to do that from any location. Vidthere offers the opportunity to deliver live video webinars that are easy for both presenters and users. 

Vidthere is entirely web-based, so users never need to download any software to join a Vidthere session. As for sessions, they combine no-lag high-quality performance with the ability to scale to the size of an audience with no video loss. Plus, every Vidthere meeting or webinar has a powerful chat feature so users can engage easily.

As for presenters, Vidthere events support up to 30 meeting participants and an unlimited number of webinar viewers, with options to support screen sharing, video in video presentation, and a whiteboard mode, a full basket of tools to help contour any presentation just the way you want it. Read the rest




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Senstroke can make you a 21st century drummer — with no drums

Drummers hear all the jokes. What do you call a drummer with half a brain? Gifted. How is a drum solo like a sneeze? You know it's coming, but there's nothing you can do about it. What do you call a drummer that breaks up with his girlfriend? Homeless.

Drummers hear the jokes — and laugh. Because they know they’re the thumping heartbeat of any band. They’re the ones with loads of equipment. And they’re the ones making all that noise while practicing. Yet try to play almost any song without drums and the lack of propulsion and power is instantly palpable.

Drummers are essential. Now, users can join their ranks — and they don’t even need to buy a massive drum kit or rattle their walls to do it. Created by drummers, Senstroke by Redison is the first sensor device that can teach anyone to play the drums and even reproduce the drummer experience, all without any physical drum set.

Just attach the patented Senstroke sensors to a pair of drumsticks and your feet, connect via Bluetooth, and instantly you can turn any surface into a virtual drumhead. Using the impact of the drumsticks and your feet positioning, the sensors reproduce the exact sounds your chosen drum element would make through the Senstroke app. 

Your legs, some cushions, a coffee table, they all become fair game as a drum surface while you refine your skills. And when you attach a pair of headphones, no one else even has to know you’re playing...well, Read the rest





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Lost Horizon Night Market returns... without actual box trucks

The "transient bazaar" known as Lost Horizon Night Market is a covert operation. Worlds are imagined and then built inside the blank canvasses of empty box trucks. For the event, all the "proprietors," and their appointed box trucks, convene in an unsanctioned, though discreet, location. This location is disclosed to would-be "shoppers" via text just a few hours before it starts. Word of the market generally spreads rapidly but not publicly, definitely not by social media. If you're lucky enough to hear about it, you should go.

So, Happy Mutants, this is your heads up. Lost Horizon Night Market: Quarantine Edition is happening Saturday, May 9, from 6:59p EST until 11:59p EST, "rain or shine." This one is a little different, as the spaces are virtual, not in actual, physical trucks. I got a sneak peek yesterday of what's been created and can't wait to dive in deeper. Admission is free, though tips are appreciated. RSVP here.

Previously: Secret box truck 'night market' pops up again in NYC Read the rest




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Talking Adventure Games with Dave Gilbert

Game designer and publisher Dave Gilbert founded Wadjet Eye Games in 2006.  This interview features conversation about point and click adventure games; digital game development, marketing and publishing; and the relationship between art, passion and real world commerce.

Jeffery Klaehn: How did you first become interested in point and click adventure games?

Dave Gilbert: I played King’s Quest at a very impressionable age! I typed the word “jump” and I saw Graham actually jump, and I was so blown away that I’ve been playing them ever since.

JK: You founded Wadjet Eye Games in 2006 to sell your game, The Shivah, commercially, then moved to pursue game design on a full-time basis and released The Blackwell Legacy, the first in what would become a series of five games.  What are your thoughts on these games and on the market then compared to now?

Dave Gilbert: I am Blackwell Legacy’s biggest critic. It was the first game I wrote with the intention of selling commercially – The Shivah was originally freeware, so I don’t count it – and it shows every inch of my inexperience. The gameplay is clunky, the story is told in three giant infodumps, and the main characters weren’t very likable. But that said, I know with absolute certainty that it was the very best game I could have made with the experience, resources and time I had available. So I stand by it.

As for the market, everything is different. Back in 2006, indie games in general were a very new thing. Read the rest