A new “MicroMasters” online learning program offered by major universities — from hechingerreport.org by Nichole Dobo
From Hong Kong to Holland, 14 institutions join MOOC partnership

Excerpt:

A new kind of credential has entered the crowded market for online learning.

EdX, a Massachusetts-based nonprofit that provides online courses, announced last week the creation of 19 “MicroMasters” courses, a new type of online educational program. These courses are tailored master’s degree-level classes that can help students hone skills that will be immediately useful in the workplace.

“I think the MicroMasters is a big next step in the evolution of education,” Anant Agarwal, the CEO of edX and an MIT professor, said in an interview last week.

These courses – offered through 14 universities including Columbia, Arizona State University and the University of Michigan, as well as some in Australia, Europe and India – are open to anyone who wants to take them. No transcripts or prerequisites required. Students don’t even need a GED to enroll.

Anyone can learn in the MicroMasters program for free, although those who wish to receive a certificate of completion must pay a $1,000 fee. That money gives the student more than a piece of paper; it also pays for extra services, such as more attention from the instructor.

 

 

edx-micromasters-sept2016

 

Also somewhat related/see (emphasis DSC):

  • An Online Education Breakthrough? A Master’s Degree for a Mere $7,000 — from nytimes.com by Kevin Carey
    Excerpt:
    Georgia Tech rolled out its online master’s in computer science in 2014. It already had a highly selective residential master’s program that cost about the same as those of competitor colleges. Some may see online learning as experimental or inferior, something associated with downmarket for-profit colleges. But the nation’s best universities have fully embraced it. Syracuse, Johns Hopkins, U.S.C. and others have also developed online master’s degrees, for which they charge the same tuition as their residential programs.Georgia Tech decided to do something different. It charges online students the smallest amount necessary to cover its costs. That turned out to be $510 for a three-credit class. U.S.C. charges online students $5,535 for a three-credit class. (Both programs also charge small per-semester fees.)

    With one of the top 10 computer science departments in the nation, according to U.S. News & World Report, Georgia Tech had a reputation to uphold. So it made the online program as much like the residential program as possible.

 

 

 

If you doubt that we are on an exponential pace of change, you need to check these articles out! [Christian]

exponentialpaceofchange-danielchristiansep2016

 

From DSC:
The articles listed in
this PDF document demonstrate the exponential pace of technological change that many nations across the globe are currently experiencing and will likely be experiencing for the foreseeable future. As we are no longer on a linear trajectory, we need to consider what this new trajectory means for how we:

  • Educate and prepare our youth in K-12
  • Educate and prepare our young men and women studying within higher education
  • Restructure/re-envision our corporate training/L&D departments
  • Equip our freelancers and others to find work
  • Help people in the workforce remain relevant/marketable/properly skilled
  • Encourage and better enable lifelong learning
  • Attempt to keep up w/ this pace of change — legally, ethically, morally, and psychologically

 

PDF file here

 

One thought that comes to mind…when we’re moving this fast, we need to be looking upwards and outwards into the horizons — constantly pulse-checking the landscapes. We can’t be looking down or be so buried in our current positions/tasks that we aren’t noticing the changes that are happening around us.

 

 

 

Elon Musk speech: ‘The dumbest experiment in history’ — with thanks to Mr. Joe Byerwalter for this resource

 

NewGoal

 

 

 

 

Also see:
Dear College Students: You Should Take Geology — from wired.com by Erik Klemetti

Excerpt:

Few disciplines in today’s world play such a significant role in how society operates and what we can do to protect our future. Few fields of study can play such a profound role in protecting people’s lives on a daily basis, whether you realize it or not. And few can bring together so many disparate ideas, from sciences to social sciences to humanities to the arts, like the study of the Earth can.

Here are some of the ways that taking a course in the geology will impact your life for the rest of it.

Climate: Now, so far I’ve talked about all the fun parts of geology. However, if you’re looking for work that is important to you, your family and society across the planet, geology is the place to be. First off, geology is ground zero for understanding climate change across the history of Earth. We’ve been studying the variation in the planet’s ecosystems for two centuries now (heck, paleontology helped start the discipline) and can look back billions of years to see how the climate has varied. This gives us that evidence to show how much our current climate is likely in a state of distress. Geology is also how we can understand what the impact of climate change will be on our planet, both in the short- and long-term.

 

 

 

 

The school of the future has opened in Finland — from brightside.me

Excerpt:

Child psychologists have long argued that changing the approach we take to education would help many children learn to love school rather than hate it. We’ve all heard pre-schoolers talk about how they can’t wait to sit at their school desk and run to their next lesson with their rucksack over their shoulder. In fact, we probably remember that feeling of excitement ourselves the first time we went. But right from the first days of school, many children feel a huge sense of disappointment with what they encounter.

At the Saunalahti school in the city of Espoo, Finland, they’ve found a brilliant way to overcome this problem. Starting just with the school building itself, you’d look at it and never think it was a school. Instead, it’s more a like modern art museum – wonderfully light and airy. Experts from VERSTAS Architects made sure they moved well away from the typical dour design for a public school which we all can’t stand…

 

142155-R3L8T8D-650-02

 

142355-R3L8T8D-650-2

 

Prisons, a new frontier for edtech? — from online-educa.com

Excerpt:

Edtech is furthering the reaches of education, which is now available to more people in more remote areas for less money as a result. MOOCs from leading universities around the world have reached thousands of learners in developing countries. But for one demographic, even in the most developed countries, these benefits have not been felt. Mobilising tech to teach people behind bars will reduce the risk of prisoners reoffending, hence reducing the burden on prisons. It will also help prisoners to contribute to society productively when they are set free. Recently, slowly, this is starting to change.

The benefits of education and computer-assisted learning in prisons were laid out in 2013 through a frequently cited RAND report. Edovo CEO, Brian Hill describes this potential as “by far the greatest shift in corrections and the most significant step forward” for prison education.

 

The new Google Arts & Culture, on exhibit now’  — from googleblog.blogspot.com

Excerpt (emphasis DSC):

Just as the world’s precious artworks and monuments need a touch-up to look their best, the home we’ve built to host the world’s cultural treasures online needs a lick of paint every now and then. We’re ready to pull off the dust sheets and introduce the new Google Arts & Culture website and app, by the Google Cultural Institute. The app lets you explore anything from cats in art since 200 BCE to the color red in Abstract Expressionism, and everything in between. Our new tools will help you discover works and artifacts, allowing you to immerse yourself in cultural experiences across art, history and wonders of the world—from more than a thousand museums across 70 countries…

 

Also see:

Google’s new app isn’t the next best thing to the Louvre. It might be better
Google Arts & Culture turns art from all over the world into a meta museum.

 

From DSC:
Twitter is a tool that you should consider putting in your toolbox — or in your students’ toolboxes. Consider how it was used here –> This Henry VIII Twitter Account Is The Best Way To Learn About Brexit | @KngHnryVIII tells it like it is (and like how it was in the 1500s).

 

TwitterandKingHenryVIII-June2016

 

100 developers in the world

 

Also from visionmobile.com’s Developer Economics newsletter:

 

 

 

 

Ericsson Mobility Report 2016 — from ericsson.com

 

EricssonMobilityReport-22016

 

EricssonMobilityReport2016

 

 

IoT-Ericsson-June2016

 

 

Also see:

  • The promise of 5G will fuel growth in video streaming and IoT devices, report claims — from digitaltrends.com by Christian de Looper
    Excerpt:
    The smartphone has largely taken over our digital lives, but if the Ericsson Mobility Report is anything to go by, mobile devices and other smart gadgets will continue to grow in prominence over the course of the next decade. Both the Internet of Things, video, and mobile internet use are expected to rise in prominence. According to Ericsson, IoT devices are set to overtake mobile in the connected devices category by 2018. The IoT space will maintain a hefty compound annual growth rate of 23 percent between 2015 and 2021. Part of this growth has to do with the introduction of 5G networks, which are expected to launch at some point in 2020.

 

 

 

We can do nothing to change the past, but we have enormous power to shape the future. Once we grasp that essential insight, we recognize our responsibility and capability for building our dreams of tomorrow and avoiding our nightmares.

–Edward Cornish

 


From DSC:
This is the fifth posting in a series that highlights the need for us to consider the ethical implications of the technologies that are currently being developed.  What kind of future do we want to have?  How can we create dreams, not nightmares?

In regards to robotics, algorithms, and business, I’m hopeful that the C-suites out there will keep the state of their fellow mankind in mind when making decisions. Because if all’s we care about is profits, the C-suites out there will gladly pursue lowering costs, firing people, and throwing their fellow mankind right out the window…with massive repercussions to follow.  After all, we are the shareholders…let’s not shoot ourselves in the foot. Let’s aim for something higher than profits.  Businesses should have a higher calling/purpose. The futures of millions of families are at stake here. Let’s consider how we want to use robotics, algorithms, AI, etc. — for our benefit, not our downfall.

Other postings:
Part I | Part II | Part III | Part IV

 


 

ethics-mary-meeker-june2016

From page 212 of
Mary Meeker’s annual report re: Internet Trends 2016

 

 

The White House is prepping for an AI-powered future — from wired.com by April Glaser

Excerpt (emphasis DSC):

Researchers disagree on when artificial intelligence that displays something like human understanding might arrive. But the Obama administration isn’t waiting to find out. The White House says the government needs to start thinking about how to regulate and use the powerful technology while it is still dependent on humans.

“The public should have an accurate mental model of what we mean when we say artificial intelligence,” says Ryan Calo, who teaches law at University of Washington. Calo spoke last week at the first of four workshops the White House hosts this summer to examine how to address an increasingly AI-powered world.

“One thing we know for sure is that AI is making policy challenges already, such as how to make sure the technology remains safe, controllable, and predictable, even as it gets much more complex and smarter,” said Ed Felten, the deputy US chief of science and technology policy leading the White House’s summer of AI research. “Some of these issues will become more challenging over time as the technology progresses, so we’ll need to keep upping our game.”

 

 

Meet ‘Ross,’ the newly hired legal robot — from washingtonpost.com by Karen Turner

Excerpt:

One of the country’s biggest law firms has become the first to publicly announce that it has “hired” a robot lawyer to assist with bankruptcy cases. The robot, called ROSS, has been marketed as “the world’s first artificially intelligent attorney.”

ROSS has joined the ranks of law firm BakerHostetler, which employs about 50 human lawyers just in its bankruptcy practice. The AI machine, powered by IBM’s Watson technology, will serve as a legal researcher for the firm. It will be responsible for sifting through thousands of legal documents to bolster the firm’s cases. These legal researcher jobs are typically filled by fresh-out-of-school lawyers early on in their careers.

 

 

Confidential health care data divulged to Google’s DeepMind for new app — from futurism.com by Sarah Marquart

Excerpts (emphasis DSC):

Google DeepMind’s new app Streams hopes to use patient data to monitor kidney disease patients. In the process, they gained confidential data on more than 1.6 million patients, and people aren’t happy.

This sounds great, but the concern lies in exactly what kind of data Google has access to. There are no separate statistics available for people with kidney conditions, so the company was given access to all data including HIV test results, details about abortions, and drug overdoses.

In response to concerns about privacy, The Royal Free Trust said the data will remain encrypted so Google staff should not be able to identify anyone.

 

 

Two questions for managers of learning machines — from sloanreview.mit.edu by Theodore Kinni

Excerpt:

The first, which Dhar takes up in a new article on TechCrunch, is how to “design intelligent learning machines that minimize undesirable behavior.” Pointing to two high-profile juvenile delinquents, Microsoft’s Tay and Google’s Lexus, he reminds us that it’s very hard to control AI machines in complex settings.

The second question, which Dhar explores in an article for HBR.org, is when and when not to allow AI machines to make decisions.

 

 

All stakeholders must engage in learning analytics debate — from campustechnology.com by David Raths

Excerpt:

An Ethics Guide for Analytics?
During the Future Trends Forum session [with Bryan Alexander and George Siemens], Susan Adams, an instructional designer and faculty development specialist at Oregon Health and Science University, asked Siemens if he knew of any good ethics guides to how universities use analytics.

Siemens responded that the best guide he has seen so far was developed by the Open University in the United Kingdom. “They have a guide about how it will be used in the learning process, driven from the lens of learning rather than data availability,” he said.

“Starting with ethics is important,” he continued. “We should recognize that if openness around algorithms and learning analytics practices is important to us, we should be starting to make that a conversation with vendors. I know of some LMS vendors where you actually buy back your data. Your students generate it, and when you want to analyze it, you have to buy it back. So we should really be asking if it is open. If so, we can correct inefficiencies. If an algorithm is closed, we don’t know how the dials are being spun behind the scenes. If we have openness around pedagogical practices and algorithms used to sort and influence our students, we at least can change them.”

 

 

From DSC:
Though I’m generally a fan of Virtual Reality (VR) and Augmented Reality (AR), we need to be careful how we implement it or things will turn out as depicted in this piece from The Verge. We’ll need filters or some other means of opting in and out of what we want to see.

 

AR-Hell-May2016

 

 

What does ethics have to do with robots? Listen to RoboPsych Podcast discussion with roboticist/lawyer Kate Darling https://t.co/WXnKOy8UO2
— RoboPsych (@RoboPsychCom) April 25, 2016

 

 

 

Retail inventory robots could replace the need for store employees — from interestingengineering.com by Trevor English

Excerpt:

There are currently many industries that will likely be replaced with robots in the coming future, and with retail being one of the biggest industries across the world, it is no wonder that robots will slowly begin taking human’s jobs. A robot named Tory will perform inventory tasks throughout stores, as well as have the capability of directing customers to where what they are looking for is. Essentially, a customer will type in a product into the robot’s interactive touch screen, and it will start driving to the exact location. It will also conduct inventory using RFID scanners, and overall, it will make the retail process much more efficient. Check out the video below from the German Robotics company Metre Labs who are behind the retail robot.

 

RobotsRetail-May2016

 

From DSC:
Do we really want to do this?  Some say the future will be great when the robots, algorithms, AI, etc. are doing everything for us…while we can just relax. But I believe work serves a purpose…gives us a purpose.  What are the ramifications of a society where people are no longer working?  Or is that a stupid, far-fetched question and a completely unrealistic thought?

I’m just pondering what the ramifications might be of replacing the majority of human employees with robots.  I can understand about using robotics to assist humans, but when we talk about replacing humans, we had better look at the big picture. If not, we may be taking the angst behind the Occupy Wall Street movement from years ago and multiplying it by the thousands…perhaps millions.

 

 

 

 

Automakers, consumers both must approach connected cars cautiously — from nydailynews.com by Kyle Campbell
Several automakers plan to have autonomous cars ready for the public by 2030, a development that could pose significant safety and security concerns.

Excerpt:

We’re living in the connected age. Phones can connect wirelessly to computers, watches, televisions and anything else with access to Wi-Fi or Bluetooth and money can change hands with a few taps of a screen. Digitalization allows data to flow quicker and more freely than ever before, but it also puts the personal information we entrust it with (financial information, geographic locations and other private details) at a far greater risk of ending up in the wrong hands.

Balancing the seamless convenience customers desire with the security they need is a high-wire act of the highest order, and it’s one that automakers have to master as quickly and as thoroughly as possible.

Because of this, connected cars will potentially (and probably) become targets for hackers, thieves and possibly even terrorists looking to take advantage of the fledgling technology. With a wave of connected cars (220 million by 2020, according to some estimates) ready to flood U.S. roadways, it’s on both manufacturers and consumers to be vigilant in preventing the worst-case scenarios from playing out.

 

 

 

Also, check out the 7 techs being discussed at this year’s Gigaom Change Conference:

 

GigaOMChange-2016

 

 

Scientists are just as confused about the ethics of big-data research as you — wired.com by Sarah Zhang

Excerpt:

And that shows just how untested the ethics of this new field of research is. Unlike medical research, which has been shaped by decades of clinical trials, the risks—and rewards—of analyzing big, semi-public databases are just beginning to become clear.

And the patchwork of review boards responsible for overseeing those risks are only slowly inching into the 21st century. Under the Common Rule in the US, federally funded research has to go through ethical review. Rather than one unified system though, every single university has its own institutional review board, or IRB. Most IRB members are researchers at the university, most often in the biomedical sciences. Few are professional ethicists.

 

 

 

 


Addendums on 6/3 and 6/4/16:

  • Apple supplier Foxconn replaces 60,000 humans with robots in China — from marketwatch.com
    Excerpt:
    The first wave of robots taking over human jobs is upon us. Apple Inc. AAPL, +0.02%  supplier Foxconn Technology Co. 2354, +0.95% has replaced 60,000 human workers with robots in a single factory, according to a report in the South China Morning Post, initially published over the weekend. This is part of a massive reduction in headcount across the entire Kunshan region in China’s Jiangsu province, in which many Taiwanese manufacturers base their Chinese operations.
  • There are now 260,000 robots working in U.S. factories — from marketwatch.com by Jennifer Booton (back from Feb 2016)
    Excerpt:
    There are now more than 260,000 robots working in U.S. factories. Orders and shipments for robots in North America set new records in 2015, according to industry trade group Robotic Industries Association. A total of 31,464 robots, valued at a combined $1.8 billion, were ordered from North American companies last year, marking a 14% increase in units and an 11% increase in value year-over-year.
  • Judgment Day: Google is making a ‘kill-switch’ for AI — from futurism.com
    Excerpt:
    Taking Safety Measures
    DeepMind, Google’s artificial intelligence company, catapulted itself into fame when its AlphaGo AI beat the world champion of Go, Lee Sedol. However, DeepMind is working to do a lot more than beat humans at chess and Go and various other games. Indeed, its AI algorithms were developed for something far greater: To “solve intelligence” by creating general purpose AI that can be used for a host of applications and, in essence, learn on their own.This, of course, raises some concerns. Namely, what do we do if the AI breaks…if it gets a virus…if it goes rogue?In a paper written by researchers from DeepMind, in cooperation with Oxford University’s Future of Humanity Institute, scientists note that AI systems are “unlikely to behave optimally all the time,” and that a human operator may find it necessary to “press a big red button” to prevent such a system from causing harm. In other words, we need a “kill-switch.”
  • Is the world ready for synthetic life? Scientists plan to create whole genomes — from singularityhub.com by Shelly Fan
    Excerpt:
    “You can’t possibly begin to do something like this if you don’t have a value system in place that allows you to map concepts of ethics, beauty, and aesthetics onto our own existence,” says Endy. “Given that human genome synthesis is a technology that can completely redefine the core of what now joins all of humanity together as a species, we argue that discussions of making such capacities real…should not take place without open and advance consideration of whether it is morally right to proceed,” he said.
  • This is the robot that will shepherd and keep livestock healthy — from thenextweb.com
    Excerpt:
    The Australian Centre for Field Robotics (ACFRis no stranger to developing innovative ways of modernizing agriculture. It has previously presented technologies for robots that can measure crop yields and collect data about the quality and variability of orchards, but its latest project is far more ambitious: it’s building a machine that can autonomously run livestock farms. While the ACFR has been working on this technology since 2014, the robot – previously known as ‘Shrimp’ – is set to start a two-year trial next month. Testing will take place at several farms nearby New South Wales province in Australia.

 

 

 

 

 

 

MaryMeeker2016-Cover

MaryMeeker2016-Outline

 

The 2016 edition of Mary Meeker’s annual Internet Trends report covers today’s Internet growth and an in-depth look at the following:

  • Global Internet users have surpassed 3B; India has supplanted the US as the world’s second-largest Internet market.
  • Internet user growth remains consistent (led by acceleration in India), while smartphone user and shipment growth have slowed.
  • In the face of a slowing global economy, key macro growth drivers from the past 2 decades are less certain.
  • Internet advertising (particularly via mobile) continues to grow, but so does ad-blocking, pushing the envelope on development of more innovative ad formats.
  • New online-first brands have rapidly grown in popularity for the millennial generation with their focus on omni-channel and personalized distribution strategies.
  • In communication, video and images shared are growing as a means of storytelling; creators, consumers, and advertisers are taking part.
  • Messaging has evolved from simple, expressive conversation to business-focused use cases, with Asian platforms often leading the way.
  • More efficient and often more convenient than typing, voice-based interfaces are ramping quickly and creating a new paradigm for human-computer interaction.
  • Transportation is being re-imagined, as the rise of car computerization, autonomous driving, and sharing transform our understanding of mobility.
  • Looking to China, Internet leadership continues, as the country boasts global innovation powerhouses in e-commerce, messaging, travel, financial services, and on-demand transportation.
  • The proliferation of data generated by a multitude of devices has fostered tremendous business opportunity, but privacy concerns abound.

 

 

@ 277MM Users…India passed USA to become #2 global user market behind China

 

 

Global GDP growth slowing = Growth in 6 of last 8 years @ below 20-year average

 

 

Total global debt loads over 2 decades = High & rising faster than GDP

 

 

MaryMeeker2016-3

From DSC:
Looking at this graphic — with Gen Z using 5 screens at once — it’s unlikely that faculty members will be able to stop students from bringing and using their screens/devices.  It might be better to ride the wave and use technologies in class, rather than try to halt the wave.

 

 

MaryMeeker2016-4

 

 

MaryMeeker2016-5

 

Ways for businesses to contact Millennials = Social media & chat…worst way = telephone

 

 

MaryMeeker2016-6

 

This massive solar-powered computer can provide water for an entire village — from digitaltrends.com by Maria Mora

Excerpt:

The Center for Disease Control estimates that 9.1 percent of global disease could potentially be prevented by cleaner water and improved sanitation. One European-based company is aiming to provide fresh, drinkable water; Internet connectivity; and free electricity to a community in need.

Watly is world’s first, and largest, solar-powered computer that uses thermal technology to provide clean water, electricity, and Internet connectivity to about 750 people. Measuring in at about 131 feet (40 meters) long, this machine can sanitize up to 1,320 gallons (5,000 liters) of water a day, while generating electricity that can be used to charge external devices. Watly is also built with a 3G/4G router that gives people access to the Internet.

 

 

 

Also see:
Microscope Uses Artificial Intelligence to Find Cancer Cells — from futurism.com
A new microscope developed by researchers from UCLA uses AI to detect cancer cells in blood samples.

Excerpt:

Artificial intelligence is one of the greatest goals of the 21st century. Major developments in AI do astound, machines learning how to turn words into images and how to beat world class players in Go.

Who would have known AI can also spot cancer?

A new microscope, developed by researchers from UCLA, uses AI in helping detect and spot blood samples with cancer cells. Faster and more accurate than its contemporary techniques, it can analyze 36 million images every second without damaging the blood samples.

 

300-year-old library in Dublin featuring a hall filled by 200,000 rare books — from fubiz.net

Example pictures:

 

 

 

 

 

 

The world’s first virtual reality cinema has opened in Amsterdam — from springwise.com
The VR Cinema gives movie-goers an immersive experience via Samsung Gear VR, headphones, and 360 degree chairs.

Excerpt:

At the beginning of this month, the world’s first VR Cinema opened in Amsterdam.

The idea originated as a pop-up cinema touring cities in the Netherlands, Germany and Switzerland. Unlike a traditional cinema, the theatre uses Samsung Gear VR, combined with a Samsung Galaxy S6 and a 360 degree chair to allow people to look around freely through the film. This is combined with immersive headphones to give a full VR experience to those watching the films.

 

1st-VRCinema-March2016

Now showing:

  • In Your Face (&samhoud media, 2016)
    Barely containing our excitement, we present Europe’s first feature film in virtual reality in world’s first VR cinema! In Your Face is a production of director Jip Samhoud and was written by renowned Dutch author Ronald Giphart. The film explores the moral dilemma that the ongoing refugee crisis brings along: to what extent would you really take action and help? This is the question that award-winning actors Hadewych Minis and Tibor Lukács encounter when a TV show drops off a Syrian refugee unannounced. What would you do?

 

Addendum on 3/17/16:

  • Sky Announces Virtual Reality Production Studio — from vrguru.com by Constantin Sumanariu
    Excerpt:
    European pay TV giant Sky has launched a Virtual Reality production unit, Sky VR Studio, as it steps up its commitment to VR programming. The first pieces of fully-immersive VR content to be produced by the unit will be released on Friday — two films shot during Formula One testing in Barcelona, which will put viewers in the pit lane, the team garages and out onto the track.
 

Mobile World Congress 2016: Event Highlights

Excerpts:

  • Over 100,000 attendees came to Mobile World Congress 2016: nearly 101,000, in fact. Attendees from 204 countries and territories were present, and was covered by more than 3,600 members of the international press and media.
  • More than 2,200 companies participated
  • Everything from virtual reality, new handsets and ingenious app ideas, to 3D printing, privacy protection and backend solutions were on display.
  • 5G & NFV, mobile apps, retail & digital commerce, mobile media, IoT and security
  • 374 speakers from consumer brands, mobile organisations, mobile operators and industries touched by the mobile market — including advertising, banking, health, NGOs, entertainment and education.

 

Also see their blog.

 

 

 
© 2025 | Daniel Christian