ENTRIES TAGGED "culture"
Internet Cities, Defying Google Glass, Deep Learning Book, and Open Paleoanthropology
- The Death and Life of Great Internet Cities — “The sense that you were given some space on the Internet, and allowed to do anything you wanted to in that space, it’s completely gone from these new social sites,” said Scott. “Like prisoners, or livestock, or anybody locked in institution, I am sure the residents of these new places don’t even notice the walls anymore.”
- What You’re Not Supposed To Do With Google Glass (Esquire) — Maybe I can put these interruptions to good use. I once read that in ancient Rome, when a general came home victorious, they’d throw him a triumphal parade. But there was always a slave who walked behind the general, whispering in his ear to keep him humble. “You are mortal,” the slave would say. I’ve always wanted a modern nonslave version of this — a way to remind myself to keep perspective. And Glass seemed the first gadget that would allow me to do that. In the morning, I schedule a series of messages to e-mail myself throughout the day. “You are mortal.” “You are going to die someday.” “Stop being a selfish bastard and think about others.” (via BoingBoing)
- Neural Networks and Deep Learning — Chapter 1 up and free, and there’s an IndieGogo campaign to fund the rest.
- What We Know and Don’t Know — That highly controlled approach creates the misconception that fossils come out of the ground with labels attached. Or worse, that discovery comes from cloaked geniuses instead of open discussion. We’re hoping to combat these misconceptions by pursuing an open approach. This is today’s evolutionary science, not the science of fifty years ago We’re here sharing science. [...] Science isn’t the answers, science is the process. Open science in paleoanthropology.
The Internot of Things, Explainy Learning, Medical Microcontroller Board, and Coder Sutra
- A Cyber Attack Against Israel Shut Down a Road — The hackers targeted the Tunnels’ camera system which put the roadway into an immediate lockdown mode, shutting it down for twenty minutes. The next day the attackers managed to break in for even longer during the heavy morning rush hour, shutting the entire system for eight hours. Because all that is digital melts into code, and code is an unsolved problem.
- Random Decision Forests (PDF) — “Due to the nature of the algorithm, most Random Decision Forest implementations provide an extraordinary amount of information about the final state of the classifier and how it derived from the training data.” (via Greg Borenstein)
- BITalino — 149 Euro microcontroller board full of physiological sensors: muscles, skin conductivity, light, acceleration, and heartbeat. A platform for healthcare hardware hacking?
- How to Be a Programmer — a braindump from a guru.
Amen Break, MySQL Scale, Spooky Source, and Graph Analytics Engine
- The Amen Break (YouTube) — fascinating 20m history of the amen break, a handful of bars of drum solo from a forgotten 1969 song which became the origin of a huge amount of popular music from rap to jungle and commercials, and the contested materials at the heart of sample-based music. Remix it and weep. (via Beta Knowledge)
- The MySQL Ecosystem at Scale (PDF) — nice summary of how MySQL is used on massive users, and where the sweet spots have been found.
- Lab41 (Github) — open sourced code from a spook hacklab in Silicon Valley.
- Fanulus — open sourced Hadoop-based graph analytics engine for analyzing graphs represented across a multi-machine compute cluster. A breadth-first version of the graph traversal language Gremlin operates on graphs stored in the distributed graph database Titan, in any Rexster-fronted graph database, or in HDFS via various text and binary formats.
Google's Data Centers, Top Engineers, Hiring, and Git Explained
- Google Has Spent 21 Billion on Data Centers — The company invested a record $1.6 billion in its data centers in the second quarter of 2013. Puts my impulse-purchased second external hard-drive into context, doesn’t it honey?
- 10x Engineer (Shanley) — in which the idea that it’s scientifically shown that some engineers are innately 10x others is given a rough and vigorous debunking.
- How to Hire — great advice, including “Poaching is the titty twister of Silicon Valley relationships”.
- Think Like a Git — a guide to git, for the perplexed.
No Managers, Bezos Pearls, Visualising History, and Scalable Key-Value Store
- No Managers — If we could find a way to replace the function of the managers and focus everyone on actually producing for our Students (customers) then it would actually be possible to be a #NoManager company. In my future posts I’ll explain how we’re doing this at Treehouse.
- The 20 Smartest Things Jeff Bezos Has Ever Said (Motley Fool) — I feel like the 219th smartest thing Jeff Bezos has ever said is still smarter than the smartest thing most business commentators will ever say. (He says, self-referentially) “Invention requires a long-term willingness to be misunderstood.”
- Putting Time in Perspective — nifty representations of relative timescales and history. (via BoingBoing)
- Sophia — BSD-licensed small C library implementing an embeddable key-value database “for a high-load environment”.
Remote Work, Raspberry Pi Code Machine, Low-Latency Data Processing, and Probabilistic Table Parsing
- Fog Creek’s Remote Work Policy — In the absence of new information, the assumption is that you’re producing. When you step outside the HQ work environment, you should flip that burden of proof. The burden is on you to show that you’re being productive. Is that because we don’t trust you? No. It’s because a few normal ways of staying involved (face time, informal chats, lunch) have been removed.
- MillWheel (PDF) — a framework for building low-latency data-processing applications that is widely used at Google. Users specify a directed computation graph and application code for individual nodes, and the system manages persistent state and the continuous ﬂow of records, all within the envelope of the framework’s fault-tolerance guarantees. From Google Research.
- Probabilistic Scraping of Plain Text Tables — the method leverages topological understanding of tables, encodes it declaratively into a mixed integer/linear program, and integrates weak probabilistic signals to classify the whole table in one go (at sub second speeds). This method can be used for any kind of classification where you have strong logical constraints but noisy data.
PaaS Vendors, Educational MMO, Changing Culture, Data Mythologies
- Amazon Compute Numbers (ReadWrite) — AWS offers five times the utilized compute capacity of each of its other 14 top competitors—combined. (via Matt Asay)
- MIT Educational MMO — The initial phase will cover topics in biology, algebra, geometry, probability, and statistics, providing students with a collaborative, social experience in a systems-based game world where they can explore how the world works and discover important scientific concepts. (via KQED)
- Changing Norms (Atul Gawande) — neither penalties nor incentives achieve what we’re really after: a system and a culture where X is what people do, day in and day out, even when no one is watching. “You must” rewards mere compliance. Getting to “X is what we do” means establishing X as the norm.
- The Mythologies of Big Data (YouTube) — Kate Crawford at UC Berkeley iSchool. The six months: ‘Big data are new’, ‘Big data is objective’, ‘Big data don’t discriminate’, ‘Big data makes cities smart’, ‘Big data is anonymous’, ‘You can opt out of big data’. (via Sam Kinsley)
- Juju — Canonical’s cloud orchestration software, intended to be a peer of chef and puppet. (via svrn)
- Cultural Heritage Symbols — workshopped icons to indicate interactives, big data, makerspaces, etc. (via Courtney Johnston)
- Quinn Norton: Students as Hackers (EdTalks) — if you really want to understand the future, don’t look at how people are looking at technology, look at how they are misusing technology.
The Internet of Americas, Pharma Pricey, Who's Watching, and Data Mining Course
- Bradley Manning and the Two Americas (Quinn Norton) — The first America built the Internet, but the second America moved onto it. And they both think they own the place now. The best explanation you’ll find for wtf is going on.
- Staggering Cost of Inventing New Drugs (Forbes) — $5BB to develop a new drug; and subject to an inverse-Moore’s law: A 2012 article in Nature Reviews Drug Discovery says the number of drugs invented per billion dollars of R&D invested has been cut in half every nine years for half a century.
- Who’s Watching You — (Tim Bray) threat modelling. Everyone should know this.
- Data Mining with Weka — learn data mining with the popular open source Weka platform.
Toxic Behaviour, Encryption Deception, Foursquare Strategy, and Problem-First Learning
- Toxic Behaviour — only 5% of toxic behavior comes from toxic people; 77% of it comes from people who are usually good.
- More Encryption Is Not The Solution (Poul-Henning Kamp) — To an intelligence agency, a well-thought-out weakness can easily be worth a cover identity and five years of salary to a top-notch programmer. Anybody who puts in five good years on an open source project can get away with inserting a patch that “on further inspection might not be optimal.”
- On Location With Foursquare (Anil Dash) — Foursquare switched from primarily being concerned with the game-based rewards around engagement and the recording of people’s whereabouts to a broader mission that builds on that base to be about location as a core capability of the Internet.
- The Flipped Flipped Classroom — the “exploration first” model is a better way to learn. You cannot have the answers before you think of the questions. (via Karl Fisch)