Central image above (core photo): Deep neural network (taken at the Hub Science lecture on "What Is Deep Learning?" by Alexandros Karatzoglou: Machine Learning Scientific Director, Telefonica Research (Spain), and Omiros Papaspiliopoulos: ICREA Research Professor, Pompeu Fabra University (Spain).
Can computers learn themselves and fulfill complicated tasks? What does this mean for professionals of all kinds in the future? From Spotify (Discover Weekly) and Google (ImageNet) applications to television programs like House of Cards (2013) and from diagnostics/ radiology/ molecular biology to crowd-sourcing, translating, image and voice recognition analysis, DL is nested within Artificial Intelligence. The expansive adaptation of convolutional neural networks, (the core of DL algorithmic architecture) the last years in medical, educational and recreational services globally, far from reaching an executional error of less than 8% (the current plateau for humans), guarantees credible results in statistics (elections), auctions (digital marketing), cures (tumor prevention) and administration/reporting (micro-secretarial, voice translation and transcript tasks).
The tools of DL exist for the last decades but it is only recently that their vast modelization and application has been launched. The Big Data era, social infrastructures’ Big Models, the current computers /mobile phones with advanced graphic cards, the democratization of Media with new independent outlets, (therefore the large information diffusion), but also the world domination strategies of tech multinationals by software sharing and testing (:Theano, Python, Keras, etc) PLUS the international, economic crisis urging several guilds/vocations to cease activity- strengthen DL presence as a key to business. Thus includes design, crafts and architectural solutions- at least for now, to some extent.
Cognitive sciences, psychology and education remain subjects possibly for the next generation of DL testing. The ethical aspect together with the political correctness of DL-architected systems, still remain investigated and a field of debate (ex. The selection of candidates for a high-rank administrative position by DL software instead of a traditional HR office, will have to be based on equal opportunity criteria for gender, race and accessibility).
Can a parent, an artist, a writer, a guardian or a carer – be substituted by DL? As long as there will be humans to design, restore and require those systems- most probably. Otherwise what are humans really there for?-))
Please also check the BBC show Talking Business and its extensive, dedicated episodes to DL, hosted by Colm O'Regan and Karishma Vaswani:
NEXT POST AROUND THE 10TH OF APRIL: IT’S ALL ABOUT SALONE DEL MOBILE 2017!!! STAY TUNED!!!
Monday, 27 March 2017
Saturday, 18 March 2017
Photo above from:
Watch the full video also on:
Statistics reveal that the current generation of humans in the western world will change up to 20 jobs until their 50th year of age. This new reality results to the re-enrollment of many adults and seniors to the educational process, under a life-long learning scheme provided nowadays by major universities around the world, with a very small fee. MITx is the new interactive online learning platform created by Massachusetts Institute of Technology and built upon the university's successful 10-year-old free online platform OpenCourseWare which offers already 2.100 courses to 100 million students worldwide.
Check more on MITx and OpenCourseware various online disciplines at:
The EdTechX: Educational Technology XSeries Program 4-subject-curriculum (1. Design and Development of Educational Technology 2. Design and Development of Games for Learning 3. Implementation and Evaluation of Educational Technology 4. Introduction to Game Design), explores the foundations of educational technology, its evolution and its fundamental principles but most important it guarantees immediate adoptation and application of everything you learn. In other words participants get to design and put into practice in real time their own educational, digital tool. Made-to-measure for the diverse needs of tech-savvy or tech-alienated students, the EdTechX Series consist an amplified, yet specific orientation for all learners, within the long and interesting list of subjects by MITx. At the completion of each course of the Series you obtain a personalized Certificate indicating your engagement and understanding of the subject.Get all the info for the EdTechX particularities as duration, credential fee and short description on:
To be continued...
Next post around the 29th of March on Deep Learning to conclude..!
Sunday, 5 March 2017
Image above: Retro Birthday card from glorious Alternate Histories Shop & Stationery on Etsy - check the entire collection on:
The future of technology seems closely related with the Robotics evolution, already expanding as a sector to familiar territories, taking extra-proportional dimensions. Society was predicted to adopt robots within the literary framework or in the imaginary sphere (film, gaming etc). The use of robots in social reality was always represented but the current circumstances impose a new, entrepreunerial infrastructure, where robots will be designed to fulfill multible tasks. Broad business fields will be affected apparently, since the new generation of bots will be taking over jobs in caring, industry, logistics, transport, surgery, health, telecommunications, consumer services, housekeeping, learning and even, supporting. The shift is great and it surely guarantees the largest, human intra-professional mobility, in the history of modern world. In other words, people will lose their jobs and either change discipline or co-work with robots under- a still vague- reassignment scheme. Which jobs will remain "safe" though? What type of economy and relationship with the state administration and social care, will be able to guarantee a smooth transition? U.S, Japan, France are the first countries to seriously produce AI and Deep Learning Systems, capable to respond to almost any production sector and beyond...other countries will continue- as clients or cooperators/competitors?
Here are some of the most important Robotics companies/studios, that are creating a global impact with their robots' design and manufacturing:
All types/domestic robots:
Consumer (internet. telecom, etc):
Enjoy Shelly Palmer's, CEO at The Palmer Group tremendously important, (and for some almost devastating) article on:
Robots are here to stay. Let's decide what choices we have as a global community: either we give them a warm round of applause or we protest to enable ourselves exceeding their limitless abilities.
Stay well and way ahead?-))
Saturday, 18 February 2017
Image above: Photo-collage with the help of:
The exploration of other planets is already a reality, not just an endeavor. Robotic vessels travelled up to Pluto, reaching its surface but human ambition and curiosity do not stop there. The colonization of planets -(not just with current space stations for experiments), designed to actually host civilians-not in scientific centers/ shelters but in habitats- will reach the next level the decades post 2020. Thus includes intersection of many advanced technologies, supported by the human, emotional intelligence to actually create something out of nothing: this is what we refer to as avant-garde.
Planet Earth continues to be regarded as the ultimate platform for the most extravagant or alien – residential, architectural attempts: our real and only home, that provides for us, in order to design and build suitable houses for humans. Soon enough though, because of human negligence and ill will, our blue planet is getting to a crucial point, regarding its survival. Which are the biggest myths about finding a way to install housing units in other planets, once we reach them, explore them and colonize them? Here is a short account of some actual issues and facts on building houses in space, now- at a glance:
1. We are accustomed of seeing igloo-shaped constructions in major Hollywood films, as the temporary residences of the heroes-astronauts. The truth is though, that a home in space in a reachable planet like Moon, Mars or even Jupiter will be designed to be subterranean, almost entirely- to avoid the effects of radiation on its occupants and also to use energy from geothermal or other forms of fossil, subsoil sources. Solar energy can not be considered as adequate or such, for instance after Jupiter, we cannot count on solar panels for energy, since solar power drops significantly because of the Sun distance).
2. Water recycling is fundamental and totally achievable, up to 95%, since all the known planets in our system do not have drinkable water. Water is also heavy to carry in an expedition, therefore ergonomically non-feasible because of disposables (bottles, containers etc). In a space residence all water consumption is done and recycled as clear, drinkable, usable water by current, toilet-filtering, super advanced technology- already applied in the space station located on the Moon. Fecal matter is equally recycled and managed as solid waste, with NASA still searching for more sustainable future solutions to the subject.
3. Throughout history, engineers, designers and architects, had to struggle with the transport of really heavy construction materials for buildings. In space there is no gravity, so while the mass remains unaltered, weight drops to 1/3 of its equivalent on earth. Smart architecture in space has an extra facility, the fact that levers and cranes for huge weights are not really needed.
4. Physical and mental well-being are very important for every resident of a contemporary home. In space, applications for self-diagnosis are already established, in order to prevent health conditions (provided that the hospital is not exactly at close range!). Micro-cultivations in vitro are also possible in the space home of the future, since the portion-control food supply in space is highly nutritious to say the least- but Spartan for the time being.
5. Refraction and defraction of light on earth, change dramatically once you live in outer space. The lighting design of a residence on a different planet is also a challenge, since once in universe's total darkness the light source does NOT diffuse at all and the light positioning inside and outside the space residence needs to be thoughtfully planned.
So, what do you think? Are you ready to relocate? -))
Sunday, 5 February 2017
A fresh round of exhibitions, corporate events, international fairs, workshops and online presences....all running from this month and onwards, or scheduled to be up shortly...
1. The MUDE (central image above): Fashion and Design Museum of Portugal in Lisbon is closed due to an entire renovation of its central building, since last November. Nevertheless, ongoing events and exhibitions related to its content and mission, are happening all over the Portuguese capital, such as Grafic City: an exhibition that strongly reveals the urban, advertising and typographic identity of Lisbon...Up until the 18th of March 2017, get all relevant info by following the link:
2. Design Museum, London, UK presents a brave exhibition with the opportunity of Beazley Designs of the Year contest. Six design categories (Design/Architecture: Better Shelter, plus Graphic/Product/ Fashion/Transport Design) and their prominent winners, impose the way of the future on the design map. Book your tickets until the 19th of February 2017:
3. The following, crucially important, four exhibitions concentrating on contemporary jewellery- are fundamental for every designer, maker, gallery owner, trader and collector: a. Astonish at Schmuck 2017, in Munich, Germany b. Artistar in Milan, Italy c. 20:20 Visions in Lincolnshire, UK d. handiCRAFT at the MAK, Vienna, Austria. Check all details, maifestos and programs bellow, (some of the above extend up to April 2017):
4. Care to finally learn how to knit by the best? Anxious to seriously master geometry combined with the craft of paper folding? Kristen McDonnell (STUDIO KNIT) and Paul Jackson (FOLDING TECHNIQUES) are the artisans/designers/writers/editors/teachers -who will broaden your knowledge to the extreme! Check their online presences and get addicted!
5. The major players of the design industry call Valencia " The Milan of the Western Mediterranean". The economic crisis the last 10 years costed the city some of its capital force on the exhibitional sector, but still events like the See You in Valencia program liaises the design-oriented visitor with some of Spain's most important factories and also present an ambitious, international list of contributors. The attractiveness of the country's huge design heritage combined with an non-underestimated industrial force, place SYIV to a high competitive level, offering some innovative lectures, workshops, trade fairs, happenings etc. In the end of February (20-24/2/2017)- check full list of the activities:
Enjoy to the max!
Monday, 23 January 2017
This year's trail of corporate, commercial, cultural and technological events around the Salone del Mobile 56th exhibition in Milan, Italy (4-9 April 2017), is promised to hit some of the design's industry very sensitive chords. Euroluce biennial Lighting fair is celebrating its 29th edition and it is about to be grandiose in every possible sense, but most importantly, in its effectiveness to showcase and diffuse the important aspects in Lighting design NOW. The latest and most exquisite accomplishments of the industry: domestic, industrial, intelligent, sustainable, eco-friendly lighting devices/ bodies/ installations/mechanisms/designs/networks....You name it, it is going to be there. Euroluce joins Workplace3.0- the international fair dedicated to workspace design and technology, Space&Interiors, the corporate exhibition illustrating a wide spectrum of companies (this year it is focusing on architectural finishes) and SaloneSatellite, the exhibition presenting young, aspiring designers from around the globe- in order to attract the nucleus of the international design community & business and inspire their key factors to provide the solutions for the next generation of constructions. Numerous events, monumental as ever, keeping up with the Salone's tradition to do likewise every year- will compliment the exhibition's core, such as DeLightFul, A Joyful Sense at Work, Absolute Lightness: all made to disrupt the exhibition with the most updated notions and sequences in design, about to tantalize the international audience.
Another fair, specializing in surfaces and materials is taking place this February 2017: Surface Design Show in London, UK consists of a real niche for a very specific trade of the design and architectural industry, with mobility around field-related features such workshops, debates, presentations plus an Inspiration Center, a Stone Gallery and a Light School.
In the Post-Factual age, we will have challenges to face inside the labyrinths of the digital Leviathan: "rescheduling" the remains of materials no longer compatible with the sensorial, urban design that tomorrow's society desperately seeks. The Frankestein of Brutalist architecture demands an even orientation from now on, regarding the urbanistic, future treatment -or management- of buildings, materials, appliances, systems, objects: the inheritance of the Post-War era. Can Brutalism be "recycled"? In what ways? Are those ways adjustable to contemporary society and fair to the movement's legacy? This year we will elaborate on these matters, with a few posts on this blog, also from the Residences et al. column.
Enjoy [design] to the max!
Wednesday, 11 January 2017
January 2017: The highlights of the month and some news regarding the [design] outline of the upcoming year:-))
Image above: Collision conference 2017 in New Orleans...( photo courtesy of
Some quick news for what is going to happen in design and its related fields within the year 2017! These news concern A4D-D4A areas of interest and related past posts so get ready for more after this small introduction:
1. Collision 2017: The most ambitious, digital technology fair of the planet, put together by the founders of Web Summit, will take off in New Orleans this May 2017, siding the city's famous Jazz festival. Speakers mainly from the U.S , but also from other corners of the planet: promising startups, innovators, inventors, experts and tech journalists- will re-unite to explore the future of the web and of the world. Fundamental area of talks: Deep Learning and the next generation of A.I! Check the lists of attendees on:
2. It is certain than many things will change and they are already changing in Germany. The country goes through a transitional point in its policies- which can vary from one state to another. That will affect industrial production, therefore design and of course sales. We will get back to the subject the following months- for the time being a small glimpse on Vitra's,the Design Museum- fantastic program of exhibitions: on the 14th of January a new exhibition is launching the program of the year called, The Brutalist Playground. Brutalism in architecture is explored throughout an in-depth but very UpToDate presentation of the movement, supported by an interesting crowd of architects, historians and thinkers. Check all upcoming exhibitions in the Vitra Design Museum official website:
3. They' ve established a name as the "Top Exhibition-design technologists" the Milan-based, Italian architects Migliore + Servetto, (with representatives in Seoul, Tokyo and Warsaw) added another sleek installation in their prestigious portfolio. The portrait of La Madonna della Misericordia, by master of the early Renaissance Piero della Francesca, was imposed in an ultra-dynamic geometrical background, inside Sala Alessi, at the Palazzo Marino, in Milan. Flawless execution of the technicalities of the project, but most importantly Migliore + Servetto managed once more to accomplish a difficult task: create an exhibition design that sets the centre of interest/exhibit, within contemporary space and time, by eliminating physical and historical barriers, (photos bellow by Leo Torri at http://www.leotorri.com/).
4. The 3rd Design Athens convention is approaching this weekend and one of the major thrills of the event is definitely the presence of the Russian creative agency Ermolaev Bureau on the 14th of January 2017, at that 3rd Design Athens stage. The award list of this "Russian creative Storm" is so long and almost surreal- Ermolaev Bureau is one of the reasons to visit good, old Athens for a coffee this weekend, after you purchase your ticket to attend DA3 and the many interesting ventures of the conference this year!
Have a first taste:
Have a great time- Get ready for another dizzy design year!