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Artificial Intelligence Unit

Join the Artificial Intelligence And Machine Learning Course today with AnalytixLabs. This is a 72-hour workshop via Live Classroom / Online for folks looking for an artificial intelligence course in India. Call us today. For more information visit here www.analytixlabs.co.in/artificial-intelligence-engineerin...

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2020 INSA Achievement Awards

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"Sadness is the vice of deep souls and the strong intelligences"

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2023 Intelligence & National Security Summit.

Imagen creada entrenando a la inteligencia artificial con Dreambooth y Stable Diffusion.

[F120876] In his initial presentation, Feigenbaum read from his 1994 Turing Award Lecture for the prospective view that still applies: amturing.acm.org/award_winners/feigenbaum_4167235.cfm

 

I had thought that the enthusiastic pursuit of strong artificial intelligence, corresponding in some manner to human intelligence, had diminished over the past several years. My impression from this panel and later discussions is that, without emphasizing it so much, the dream persists.

IID 435811 Islands Barrier Reef IM0169 Misc Dept No.A4110

 

Image source: Queensland State Archives Item ID ITM435811 Islands - Barrier Reef

 

Google is an American multinational technology company focusing on search engine technology, online advertising, cloud computing, computer software, quantum computing, e-commerce, artificial intelligence,[9] and consumer electronics. It has been referred to as "the most powerful company in the world"[10] and one of the world's most valuable brands due to its market dominance, data collection, and technological advantages in the area of artificial intelligence.[11][12][13] Its parent company Alphabet is considered one of the Big Five American information technology companies, alongside Amazon, Apple, Meta, and Microsoft.

Google was founded on September 4, 1998, by Larry Page and Sergey Brin while they were PhD students at Stanford University in California. Together they own about 14% of its publicly listed shares and control 56% of the stockholder voting power through super-voting stock. The company went public via an initial public offering (IPO) in 2004. In 2015, Google was reorganized as a wholly owned subsidiary of Alphabet Inc. Google is Alphabet's largest subsidiary and is a holding company for Alphabet's Internet properties and interests. Sundar Pichai was appointed CEO of Google on October 24, 2015, replacing Larry Page, who became the CEO of Alphabet. On December 3, 2019, Pichai also became the CEO of Alphabet.[14]

The company has since rapidly grown to offer a multitude of products and services beyond Google Search, many of which hold dominant market positions. These products address a wide range of use cases, including email (Gmail), navigation (Waze & Maps), cloud computing (Cloud), web browsing (Chrome), video sharing (YouTube), productivity (Workspace), operating systems (Android), cloud storage (Drive), language translation (Translate), photo storage (Photos), video calling (Meet), smart home (Nest), smartphones (Pixel), wearable technology (Pixel Watch & Fitbit), music streaming (YouTube Music), video on demand (YouTube TV), artificial intelligence (Google Assistant), machine learning APIs (TensorFlow), AI chips (TPU), and more. Discontinued Google products include gaming (Stadia), Glass,[citation needed] Google+, Reader, Play Music, Nexus, Hangouts, and Inbox by Gmail.[15][16]

Google's other ventures outside of Internet services and consumer electronics include quantum computing (Sycamore), self-driving cars (Waymo, formerly the Google Self-Driving Car Project), smart cities (Sidewalk Labs), and transformer models (Google Brain).[17]

Google and YouTube are the two most visited websites worldwide followed by Facebook and Twitter. Google is also the largest search engine, mapping and navigation application, email provider, office suite, video sharing platform, photo and cloud storage provider, mobile operating system, web browser, ML framework, and AI virtual assistant provider in the world as measured by market share. On the list of most valuable brands, Google is ranked second by Forbes[18] and fourth by Interbrand.[19] It has received significant criticism involving issues such as privacy concerns, tax avoidance, censorship, search neutrality, antitrust and abuse of its monopoly position.

In March 1999, the company moved its offices to Palo Alto, California,[52] which is home to several prominent Silicon Valley technology start-ups.[53] The next year, Google began selling advertisements associated with search keywords against Page and Brin's initial opposition toward an advertising-funded search engine.[54][22] To maintain an uncluttered page design, advertisements were solely text-based.[55] In June 2000, it was announced that Google would become the default search engine provider for Yahoo!, one of the most popular websites at the time, replacing Inktomi.

 

In 2003, after outgrowing two other locations, the company leased an office complex from Silicon Graphics, at 1600 Amphitheatre Parkway in Mountain View, California.[59] The complex became known as the Googleplex, a play on the word googolplex, the number one followed by a googol zeroes. Three years later, Google bought the property from SGI for $319 million.[60] By that time, the name "Google" had found its way into everyday language, causing the verb "google" to be added to the Merriam-Webster Collegiate Dictionary and the Oxford English Dictionary, denoted as: "to use the Google search engine to obtain information on the Internet".[61][62] The first use of the verb on television appeared in an October 2002 episode of Buffy the Vampire Slayer.[63]

Additionally, in 2001 Google's investors felt the need to have a strong internal management, and they agreed to hire Eric Schmidt as the chairman and CEO of Google.[49] Eric was proposed by John Doerr from Kleiner Perkins. He had been trying to find a CEO that Sergey and Larry would accept for several months, but they rejected several candidates because they wanted to retain control over the company. Michael Moritz from Sequoia Capital at one point even menaced requesting Google to immediately pay back Sequoia's $12.5m investment if they did not fulfill their promise to hire a chief executive office, which had been made verbally during investment negotiations. Eric wasn't initially enthusiastic about joining Google either, as the company's full potential hadn't yet been widely recognized at the time, and as he was occupied with his responsibilities at Novell where he was CEO. As part of him joining, Eric agreed to buy $1 million of Google preferred stocks as a way to show his commitment and to provide funds Google needed.

Google generates most of its revenues from advertising. This includes sales of apps, purchases made in-app, digital content products on Google and YouTube, Android and licensing and service fees, including fees received for Google Cloud offerings. Forty-six percent of this profit was from clicks (cost per clicks), amounting to US$109,652 million in 2017. This includes three principal methods, namely AdMob, AdSense (such as AdSense for Content, AdSense for Search, etc.) and DoubleClick AdExchange.

In addition to its own algorithms for understanding search requests, Google uses technology its acquisition of DoubleClick, to project user interest and target advertising to the search context and the user history.

In 2007, Google launched "AdSense for Mobile", taking advantage of the emerging mobile advertising market.

Google Analytics allows website owners to track where and how people use their website, for example by examining click rates for all the links on a page. Google advertisements can be placed on third-party websites in a two-part program. Google Ads allows advertisers to display their advertisements in the Google content network, through a cost-per-click scheme.[138] The sister service, Google AdSense, allows website owners to display these advertisements on their website and earn money every time ads are clicked.[139] One of the criticisms of this program is the possibility of click fraud, which occurs when a person or automated script clicks on advertisements without being interested in the product, causing the advertiser to pay money to Google unduly. Industry reports in 2006 claimed that approximately 14 to 20 percent of clicks were fraudulent or invalid.[140] Google Search Console (rebranded from Google Webmaster Tools in May 2015) allows webmasters to check the sitemap, crawl rate, and for security issues of their websites, as well as optimize their website's visibility.

Consumer services

Web-based services

Google offers Gmail for email, Google Calendar for time-management and scheduling, Google Maps for mapping, navigation and satellite imagery, Google Drive for cloud storage of files, Google Docs, Sheets and Slides for productivity, Google Photos for photo storage and sharing, Google Keep for note-taking, Google Translate for language translation, YouTube for video viewing and sharing, Google My Business for managing public business information, and Duo for social interaction. In March 2019, Google unveiled a cloud gaming service named Stadia. A job search product has also existed since before 2017, Google for Jobs is an enhanced search feature that aggregates listings from job boards and career sites.

Some Google services are not web-based. Google Earth, launched in 2005, allowed users to see high-definition satellite pictures from all over the world for free through a client software downloaded to their computers.

Software

Google develops the Android mobile operating system, as well as its smartwatch, television, car, and Internet of things-enabled smart devices variations.

It also develops the Google Chrome web browser, and Chrome OS, an operating system based on Chrome.

 

Hardware

 

In January 2010, Google released Nexus One, the first Android phone under its own brand. It spawned a number of phones and tablets under the "Nexus" branding until its eventual discontinuation in 2016, replaced by a new brand called Pixel.

In 2011, the Chromebook was introduced, which runs on Chrome OS.

In July 2013, Google introduced the Chromecast dongle, which allows users to stream content from their smartphones to televisions.

In June 2014, Google announced Google Cardboard, a simple cardboard viewer that lets user place their smartphone in a special front compartment to view virtual reality (VR) media.

Other hardware products include:

•Nest, a series of voice assistant smart speakers that can answer voice queries, play music, find information from apps (calendar, weather etc.), and control third-party smart home appliances (users can tell it to turn on the lights, for example). The Google Nest line includes the original Google Home (later succeeded by the Nest Audio), the Google Home Mini (later succeeded by the Nest Mini, the Google Home Max, the Google Home Hub (later rebranded as the Nest Hub), and the Nest Hub Max.

•Nest Wifi (originally Google Wifi), a connected set of Wi-Fi routers to simplify and extend coverage of home Wi-Fi.

 

Enterprise services

Google Workspace (formerly G Suite until October 2020) is a monthly subscription offering for organizations and businesses to get access to a collection of Google's services, including Gmail, Google Drive and Google Docs, Google Sheets and Google Slides, with additional administrative tools, unique domain names, and 24/7 support.

On September 24, 2012, Google launched Google for Entrepreneurs, a largely not-for-profit business incubator providing startups with co-working spaces known as Campuses, with assistance to startup founders that may include workshops, conferences, and mentorships. Presently, there are seven Campus locations: Berlin, London, Madrid, Seoul, São Paulo, Tel Aviv, and Warsaw.

On March 15, 2016, Google announced the introduction of Google Analytics 360 Suite, "a set of integrated data and marketing analytics products, designed specifically for the needs of enterprise-class marketers" which can be integrated with BigQuery on the Google Cloud Platform. Among other things, the suite is designed to help "enterprise class marketers" "see the complete customer journey", generate "useful insights", and "deliver engaging experiences to the right people". Jack Marshall of The Wall Street Journal wrote that the suite competes with existing marketing cloud offerings by companies including Adobe, Oracle, Salesforce, and IBM.

 

Internet services

In February 2010, Google announced the Google Fiber project, with experimental plans to build an ultra-high-speed broadband network for 50,000 to 500,000 customers in one or more American cities.[178][179] Following Google's corporate restructure to make Alphabet Inc. its parent company, Google Fiber was moved to Alphabet's Access division.[180][181]

In April 2015, Google announced Project Fi, a mobile virtual network operator, that combines Wi-Fi and cellular networks from different telecommunication providers in an effort to enable seamless connectivity and fast Internet signal.

 

Facebook is an online social media and social networking service owned by American company Meta Platforms. Founded in 2004 by Mark Zuckerberg with fellow Harvard College students and roommates Eduardo Saverin, Andrew McCollum, Dustin Moskovitz, and Chris Hughes, its name comes from the face book directories often given to American university students. Membership was initially limited to Harvard students, gradually expanding to other North American universities and, since 2006, anyone over 13 years old. As of July 2022, Facebook claimed 2.93 billion monthly active users,[6] and ranked third worldwide among the most visited websites as of July 2022.[7] It was the most downloaded mobile app of the 2010s.[8]

Facebook can be accessed from devices with Internet connectivity, such as personal computers, tablets and smartphones. After registering, users can create a profile revealing information about themselves. They can post text, photos and multimedia which are shared with any other users who have agreed to be their "friend" or, with different privacy settings, publicly. Users can also communicate directly with each other with Facebook Messenger, join common-interest groups, and receive notifications on the activities of their Facebook friends and the pages they follow.

The subject of numerous controversies, Facebook has often been criticized over issues such as user privacy (as with the Cambridge Analytica data scandal), political manipulation (as with the 2016 U.S. elections) and mass surveillance.[9] Posts originating from the Facebook page of Breitbart News, a media organization previously affiliated with Cambridge Analytica,[10] are currently among the most widely shared political content on Facebook.[11][12][13][14][15] Facebook has also been subject to criticism over psychological effects such as addiction and low self-esteem, and various controversies over content such as fake news, conspiracy theories, copyright infringement, and hate speech.

 

Zuckerberg built a website called "Facemash" in 2003 while attending Harvard University. The site was comparable to Hot or Not and used "photos compiled from the online face books of nine Houses, placing two next to each other at a time and asking users to choose the "hotter" person". Facemash attracted 450 visitors and 22,000 photo-views in its first four hours. The site was sent to several campus group listservs, but was shut down a few days later by Harvard administration. Zuckerberg faced expulsion and was charged with breaching security, violating copyrights and violating individual privacy. Ultimately, the charges were dropped. Zuckerberg expanded on this project that semester by creating a social study tool. He uploaded art images, each accompanied by a comments section, to a website he shared with his classmates.

A "face book" is a student directory featuring photos and personal information. In 2003, Harvard had only a paper version[ along with private online directories. Zuckerberg told The Harvard Crimson, "Everyone's been talking a lot about a universal face book within Harvard. ... I think it's kind of silly that it would take the University a couple of years to get around to it. I can do it better than they can, and I can do it in a week."[29] In January 2004, Zuckerberg coded a new website, known as "TheFacebook", inspired by a Crimson editorial about Facemash, stating, "It is clear that the technology needed to create a centralized Website is readily available ... the benefits are many." Zuckerberg met with Harvard student Eduardo Saverin, and each of them agreed to invest $1,000 ($1,435 in 2021 dollars[30]) in the site.[31] On February 4, 2004, Zuckerberg launched "TheFacebook", originally located at thefacebook.com.

Six days after the site launched, Harvard seniors Cameron Winklevoss, Tyler Winklevoss, and Divya Narendra accused Zuckerberg of intentionally misleading them into believing that he would help them build a social network called HarvardConnection.com. They claimed that he was instead using their ideas to build a competing product. The three complained to the Crimson and the newspaper began an investigation. They later sued Zuckerberg, settling in 2008 for 1.2 million shares (worth $300 million ($354 million in 2021 dollars[30]) at Facebook's IPO).

Membership was initially restricted to students of Harvard College. Within a month, more than half the undergraduates had registered.[36] Dustin Moskovitz, Andrew McCollum, and Chris Hughes joined Zuckerberg to help manage the growth of the website.[37] In March 2004, Facebook expanded to Columbia, Stanford and Yale.[38] It then became available to all Ivy League colleges, Boston University, NYU, MIT, and successively most universities in the United States and Canada.

In mid-2004, Napster co-founder and entrepreneur Sean Parker—an informal advisor to Zuckerberg—became company president.[41] In June 2004, the company moved to Palo Alto, California.[42] It received its first investment later that month from PayPal co-founder Peter Thiel. In 2005, the company dropped "the" from its name after purchasing the domain name Facebook.com for US$200,000 ($277,492 in 2021 dollars). The domain had belonged to AboutFace Corporation.

In May 2005, Accel Partners invested $12.7 million ($17.6 million in 2021 dollars) in Facebook, and Jim Breyer added $1 million ($1.39 million in 2021 dollars) of his own money. A high-school version of the site launched in September 2005. Eligibility expanded to include employees of several companies, including Apple Inc. and Microsoft.

 

Facebook was sued by the Federal Trade Commission as well as a coalition of several states for illegal monopolization and antitrust. The FTC and states sought the courts to force Facebook to sell its subsidiaries WhatsApp and Instagram.[183][184] The suits were dismissed by a federal judge on June 28, 2021, who stated that there was not enough evidence brought in the suit to determine Facebook to be a monopoly at this point, though allowed the FTC to amend its case to include additional evidence. In its amended filings in August 2021, the FTC asserted that Facebook had been a monopoly in the area of personal social networks since 2011, distinguishing Facebook's activities from social media services like TikTok that broadcast content without necessarily limiting that message to intended recipients.

In response to the proposed bill in the Australian Parliament for a News Media Bargaining Code, on February 17, 2021, Facebook blocked Australian users from sharing or viewing news content on its platform, as well as pages of some government, community, union, charity, political, and emergency services.[187] The Australian government strongly criticised the move, saying it demonstrated the "immense market power of these digital social giants".

On February 22, Facebook said it reached an agreement with the Australian government that would see news returning to Australian users in the coming days. As part of this agreement, Facebook and Google can avoid the News Media Bargaining Code adopted on February 25 if they "reach a commercial bargain with a news business outside the Code".

Facebook has been accused of removing and shadow banning content that spoke either in favor of protesting Indian farmers or against Narendra Modi's government. India-based employees of Facebook are at risk of arrest.

On February 27, 2021, Facebook announced Facebook BARS app for rappers.

On June 29, 2021, Facebook announced Bulletin, a platform for independent writers.[197][198] Unlike competitors such as Substack, Facebook would not take a cut of subscription fees of writers using that platform upon its launch, like Malcolm Gladwell and Mitch Albom. According to The Washington Post technology writer Will Oremus, the move was criticized by those who viewed it as an tactic intended by Facebook to force those competitors out of business.

In October 2021, owner Facebook, Inc. changed its company name to Meta Platforms, Inc., or simply "Meta", as it shifts its focus to building the "metaverse". This change does not affect the name of the Facebook social networking service itself, instead being similar to the creation of Alphabet as Google's parent company in 2015.

In November 2021, Facebook stated it would stop targeting ads based on data related to health, race, ethnicity, political beliefs, religion and sexual orientation. The change will occur in January and will affect all apps owned by Meta Platforms.

In February 2022, Facebook's daily active users dropped for the first time in its 18-year history. According to Facebook's parent Meta, DAUs dropped to 1.929 billion in the three months ending in December, down from 1.930 billion the previous quarter. Furthermore, the company warned that revenue growth would slow due to competition from TikTok and YouTube, as well as advertisers cutting back on spending.

Analysts predict a "death spiral" for facebook stock as users leave while ad impressions increase, as the company chases revenue.

On March 10, 2022, Facebook announced that it will temporarily ease rules to allow violent speech against 'Russian invaders'. Russia then banned all Meta services, including Instagram.

 

White Castle

Harold and Kumar aren't the only loyal customers who keep coming back to White Castle for some of those iconic sliders, and now, there is even an Impossible Slider on the menu.

Boston Market

From the rotisserie chickens to the delectable mac and cheese, Boston Market is always a great stop for a hearty meal. Here are The Best & Worst Menu Items at Boston Market.

Papa John's

Papa John's is always boasting about its better ingredients, and it seems like there are plenty of customers who continue to order these pizzas.

Little Caesars

"Pizza, pizza" has plenty of loyal fans, thanks to the "cheap and fast" vibe of the food. Speaking of pizza, do you know what the most popular pizza topping is in your state?

Starbucks

Starbucks has gathered a reputation for being the go-to place when you're in the mood for a pumpkin coffee drink once fall rolls around. And with their decadent Frappuccinos, there are plenty of sweet treats for non-coffee drinkers, too.

Quizno's

Quizno's offers up classic sandwiches, and who can resist the fresh pepper bar?

Five Guys

While Five Guys has some top-notch burgers and fries, this is a spot for peanut lovers, too. You can munch on peanuts that are available all over the restaurants while you order your meal.

Cold Stone Creamery

This ice cream shop serves up cold customized treats for whatever your heart desires, so it's basically a dream come true, right?

Sonic

Sometimes, you just want one of Sonic's frozen drinks and a burger to go along with it. Yum!

Burger King

While it may not be the most popular dining brand in the country, the King is still a top choice for many. Those Whoppers are still as tasty as ever, especially if you go for the Impossible Whopper.

Want to chow down on more juicy hamburgers? Here's where you can get The Absolute Best Burger in Every State.

KFC

The Colonel is still going strong! Who doesn't want to eat their chicken right out of a bucket?

A&W Restaurants

Yes, the root beer chain sells food! Here are The Best & Worst Menu Items at A&W.

Mrs. Fields

Those giant chocolate chip cookies that just call your name as you're walking by? They are a staple of all Mrs. Fields locations, so we don't blame you for having one now and then.

Subway

People surveyed described this sandwich shop as a "good value for money." If you're a Subway fan, you're not alone! Headed to Subway? Here's Every Subway Sandwich—Ranked for Nutrition!

McDonald's

Are you still McLovin' it? You might've expected Mickey D's to claim a spot closer to the top, but those golden fries and Big Macs seem to have some more competition.

Domino's

Domino's is hailed by fans for being well-made and a good value. With wings and yummy chocolate lava cakes to go alongside a pizza, Domino's is simply beloved.

Popeyes

Plenty of loyal Popeyes fans eat there on the reg, and we know the chicken sandwich was truly worth all the hype.

Panera

From its house-made lemonade to that tasty mac and cheese to those fresh-baked bagels, Panera has it all. No wonder it ranked so highly on YouGov's list!

Taco Bell

This taco joint rings its loyal customers' bells for being "everywhere and good quality." By the way, You'll Never Guess What Taco Bell Uses to Season Its Beef.

Chick-fil-A

Although loyal customers can't satisfy their fried chicken cravings on Sunday, Chick-fil-A still is a top spot to go when you're in the mood for a chicken sandwich and some waffle fries.

Pizza Hut

With a plethora of crusts, cheesy toppings, and grilled veggies to choose from, it's no surprise pizza lovers keep coming back to the Hut.

Arby's

For all the meat-lovers out there, Arby's is your place, especially if you're a fan of their staple, roast beef sandwiches.

Dunkin'

America actually does run on Dunkin', doesn't it? Those Munchkins are rather irresistible.

 

Cinnabon

No mall trip is ever done without a pit stop at Cinnabon for a warm, gooey, perfectly sticky cinnamon bun.

Wendy's

Ranking higher than McDonald's and Burger King is the beloved redhead! The real question is, which flavor Frosty do you get: chocolate or vanilla?

Krispy Kreme

From the affordably priced cups of caffeine to the hot-out-the-oven classic glazed doughnuts, it's easy to see why Krispy Kreme has such a devoted following.

Baskin-Robbins

Craving ice cream? Baskin Robbins comes in the first-place spot. And they have so many delicious scoop flavors!

Dairy Queen

Majority rules! Customers raved that the fast-food chain is "good quality," "never gets old," and is a "good value for money." That sounds like a winning combo to us! DQ even sold more than 175 million Blizzards the first year they introduced them in 1985—who knew?

  

Park Yuhyun, Founder and Chief Citizenship Officer, DQ Institute, Republic of Korea and Janil Puthucheary, Senior Minister of State, Ministry of Education and Ministry of Communications and Information of Singapore capture during the Session:Digital Intelligence at the World Economic Forum on ASEAN in Phnom Penh, Cambodia, May 12, 2017

Copyright by World Economic Forum / Sikarin Thanachaiary

U.S. Army Africa photo by Sgt. 1st Class Kyle Davis

 

U.S. Africa Command (AFRICOM) hosted its second annual C4ISR Senior Leaders Conference Feb. 2-4 at Caserma Ederle, headquarters of U.S. Army Africa, in Vicenza, Italy.

 

The communications and intelligence community event, hosted by Brig. Gen. Robert Ferrell, AFRICOM C4 director, drew approximately 80 senior leaders from diverse U.S. military and government branches and agencies, as well as representatives of African nations and the African Union.

 

“The conference is a combination of our U.S. AFRICOM C4 systems and intel directorate,” said Ferrell. “We come together annually to bring the team together to work on common goals to work on throughout the year. The team consists of our coalition partners as well as our inter-agency partners, as well as our components and U.S. AFRICOM staff.”

 

The conference focused on updates from participants, and on assessing the present state and goals of coalition partners in Africa, he said.

 

“The theme for our conference is ‘Delivering Capabilities to a Joint Information Environment,’ and we see it as a joint and combined team ... working together, side by side, to promote peace and stability there on the African continent,” Ferrell said.

 

Three goals of this year’s conference were to strengthen the team, assess priorities across the board, and get a better fix on the impact that the establishment of the U.S. Cyber Command will have on all members’ efforts in the future, he said.

 

“With the stand-up of U.S. Cyber Command, it brings a lot of unique challenges that we as a team need to talk through to ensure that our information is protected at all times,” Ferrell said.

 

African Union (AU) representatives from four broad geographic regions of Africa attended, which generated a holistic perspective on needs and requirements from across the continent, he said.

 

“We have members from the African Union headquarters that is located in Addis Ababa, Ethiopia; we have members that are from Uganda; from Zambia; from Ghana; and also from the Congo. What are the gaps, what are the things that we kind of need to assist with as we move forward on our engagements on the African continent?” Ferrell said.

 

U.S. Army Africa Commander, Maj. Gen. David R. Hogg, welcomed participants as the conference got under way.

 

“We’re absolutely delighted to be the host for this conference, and we hope that this week you get a whole lot out of it,” said Hogg.

 

He took the opportunity to address the participants not only as their host, but from the perspective of a customer whose missions depend on the results of their efforts to support commanders in the field.

 

“When we’re talking about this group of folks that are here — from the joint side, from our African partners, from State, all those folks — it’s about partnership and interoperability. And every commander who’s ever had to fight in a combined environment understands that interoperability is the thing that absolutely slaps you upside the head,” Hogg said.

 

“We’re in the early stages of the process here of working with the African Union and the other partners, and you have an opportunity to design this from the end state, versus just building a bunch of ‘gunkulators.’ And so, the message is: think about what the end state is supposed to look like and construct the strategy to support the end state.

 

“Look at where we want to be at and design it that way,” Hogg said.

 

He also admonished participants to consider the second- and third-order effects of their choices in designing networks.

 

“With that said, over the next four days, I hope this conference works very well for you. If there’s anything we can do to make your stay better, please let us know,” Hogg said.

 

Over the following three days, participants engaged in a steady stream of briefings and presentations focused on systems, missions and updates from the field.

 

Col. Joseph W. Angyal, director of U.S. Army Africa G-6, gave an overview of operations and issues that focused on fundamentals, the emergence of regional accords as a way forward, and the evolution of a joint network enterprise that would serve all interested parties.

 

“What we’re trying to do is to work regionally. That’s frankly a challenge, but as we stand up the capability, really for the U.S. government, and work through that, we hope to become more regionally focused,” he said.

 

He referred to Africa Endeavor, an annual, multi-nation communications exercise, as a test bed for the current state of affairs on the continent, and an aid in itself to future development.

 

“In order to conduct those exercises, to conduct those security and cooperation events, and to meet contingency missions, we really, from the C4ISR perspective, have five big challenges,” Angyal said.

 

“You heard General Hogg this morning talk about ‘think about the customer’ — you’ve got to allow me to be able to get access to our data; I’ve got to be able to get to the data where and when I need it; you’ve got to be able to protect it; I have to be able to share it; and then finally, the systems have to be able to work together in order to build that coalition.

 

“One of the reasons General Ferrell is setting up this joint information enterprise, this joint network enterprise . . . it’s almost like trying to bring together disparate companies or corporations: everyone has their own system, they’ve paid for their own infrastructure, and they have their own policy, even though they support the same major company.

 

“Now multiply that when you bring in different services, multiply that when you bring in different U.S. government agencies, and then put a layer on top of that with the international partners, and there are lots of policies that are standing in our way.”

 

The main issue is not a question of technology, he said.

 

“The boxes are the same — a Cisco router is a Cisco router; Microsoft Exchange server is the same all over the world — but it’s the way that we employ them, and it’s the policies that we apply to it, that really stops us from interoperating, and that’s the challenge we hope to work through with the joint network enterprise.

 

“And I think that through things like Africa Endeavor and through the joint enterprise network, we’re looking at knocking down some of those policy walls, but at the end of the day they are ours to knock down. Bill Gates did not design a system to work only for the Army or for the Navy — it works for everyone,” Angyal said.

 

Brig. Gen. Joseph Searyoh, director general of Defense Information Communication Systems, General Headquarters, Ghana Armed Forces, agreed that coordinating policy is fundamental to improving communications with all its implications for a host of operations and missions.

 

“One would expect that in these modern times there is some kind of mutual engagement, and to build that engagement to be strong, there must be some kind of element of trust. … We have to build some kind of trust to be able to move forward,” said Searyoh.

 

“Some people may be living in silos of the past, but in the current engagement we need to tell people that we are there with no hidden agenda, no negative hidden agenda, but for the common good of all of us.

 

“We say that we are in the information age, and I’ve been saying something: that our response should not be optional, but it must be a must, because if you don’t join now, you are going to be left behind.

 

“So what do we do? We have to get our house in order.

 

“Why do I say so? We used to operate like this before the information age; now in the information age, how do we operate?

 

“So, we have to get our house in order and see whether we are aligning ourselves with way things should work now. So, our challenge is to come up with a strategy, see how best we can reorganize our structures, to be able to deliver communications-information systems support for the Ghana Armed Forces,” he said.

 

Searyoh related that his organization has already accomplished one part of erecting the necessary foundation by establishing an appropriate policy structure.

 

“What is required now is the implementing level. Currently we have communications on one side, and computers on one side. The lines are blurred — you cannot operate like that, you’ve got to bring them together,” he said.

 

Building that merged entity to support deployed forces is what he sees as the primary challenge at present.

 

“Once you get that done you can talk about equipment, you can talk about resources,” Searyoh said. “I look at the current collaboration between the U.S. and the coalition partners taking a new level.”

 

“The immediate challenges that we have is the interoperability, which I think is one of the things we are also discussing here, interoperability and integration,” said Lt. Col. Kelvin Silomba, African Union-Zambia, Information Technology expert for the Africa Stand-by Force.

 

“You know that we’ve got five regions in Africa. All these regions, we need to integrate them and bring them together, so the challenge of interoperability in terms of equipment, you know, different tactical equipment that we use, and also in terms of the language barrier — you know, all these regions in Africa you find that they speak different languages — so to bring them together we need to come up with one standard that will make everybody on board and make everybody able to talk to each other,” he said.

 

“So we have all these challenges. Other than that also, stemming from the background of these African countries, based on the colonization: some of them were French colonized, some of them were British colonized and so on, so you find that when they come up now we’ve adopted some of the procedures based on our former colonial masters, so that is another challenge that is coming on board.”

 

The partnership with brother African states, with the U.S. government and its military branches, and with other interested collaborators has had a positive influence, said Silomba.

 

“Oh, it’s great. From the time that I got engaged with U.S. AFRICOM — I started with Africa Endeavor, before I even came to the AU — it is my experience that it is something very, very good.

 

“I would encourage — I know that there are some member states — I would encourage that all those member states they come on board, all of these regional organizations, that they come on board and support the AFRICOM lead. It is something that is very, very good.

 

“As for example, the African Union has a lot of support that’s been coming in, technical as well as in terms of knowledge and equipment. So it’s great; it’s good and it’s great,” said Salimba.

 

Other participant responses to the conference were positive as well.

 

“The feedback I’ve gotten from every member is that they now know what the red carpet treatment looks like, because USARAF has gone over and above board to make sure the environment, the atmosphere and the actual engagements … are executed to perfection,” said Ferrell. “It’s been very good from a team-building aspect.

 

“We’ve had very good discussions from members of the African Union, who gave us a very good understanding of the operations that are taking place in the area of Somalia, the challenges with communications, and laid out the gaps and desires of where they see that the U.S. and other coalition partners can kind of improve the capacity there in that area of responsibility.

 

“We also talked about the AU, as they are expanding their reach to all of the five regions, of how can they have that interoperability and connectivity to each of the regions,” Ferrell said.

 

“(It’s been) a wealth of knowledge and experts that are here to share in terms of how we can move forward with building capacities and capabilities. Not only for U.S. interests, but more importantly from my perspective, in building capacities and capabilities for our African partners beginning with the Commission at the African Union itself,” said Kevin Warthon, U.S. State Department, peace and security adviser to the African Union.

 

“I think that General Ferrell has done an absolutely wonderful thing by inviting key African partners to participate in this event so they can share their personal experience from a national, regional and continental perspective,” he said.

 

Warthon related from his personal experience a vignette of African trust in Providence that he believed carries a pertinent metaphor and message to everyone attending the conference.

 

“We are not sure what we are going to do tomorrow, but the one thing that I am sure of is that we are able to do something. Don’t know when, don’t know how, but as long as our focus is on our ability to assist and to help to progress a people, that’s really what counts more than anything else,” he said.

 

“Don’t worry about the timetable; just focus on your ability to make a difference and that’s what that really is all about.

 

“I see venues such as this as opportunities to make what seems to be the impossible become possible. … This is what this kind of venue does for our African partners.

 

“We’re doing a wonderful job at building relationships, because that’s where it begins — we have to build relationships to establish trust. That’s why this is so important: building trust through relationships so that we can move forward in the future,” Warthon said.

 

Conference members took a cultural tour of Venice and visited a traditional winery in the hills above Vicenza before adjourning.

 

To learn more about U.S. Army Africa visit our official website at www.usaraf.army.mil

 

Official Twitter Feed: www.twitter.com/usarmyafrica

 

Official YouTube video channel: www.youtube.com/usarmyafrica

 

U.S. Army Africa photo by Sgt. 1st Class Kyle Davis

 

U.S. Africa Command (AFRICOM) hosted its second annual C4ISR Senior Leaders Conference Feb. 2-4 at Caserma Ederle, headquarters of U.S. Army Africa, in Vicenza, Italy.

 

The communications and intelligence community event, hosted by Brig. Gen. Robert Ferrell, AFRICOM C4 director, drew approximately 80 senior leaders from diverse U.S. military and government branches and agencies, as well as representatives of African nations and the African Union.

 

“The conference is a combination of our U.S. AFRICOM C4 systems and intel directorate,” said Ferrell. “We come together annually to bring the team together to work on common goals to work on throughout the year. The team consists of our coalition partners as well as our inter-agency partners, as well as our components and U.S. AFRICOM staff.”

 

The conference focused on updates from participants, and on assessing the present state and goals of coalition partners in Africa, he said.

 

“The theme for our conference is ‘Delivering Capabilities to a Joint Information Environment,’ and we see it as a joint and combined team ... working together, side by side, to promote peace and stability there on the African continent,” Ferrell said.

 

Three goals of this year’s conference were to strengthen the team, assess priorities across the board, and get a better fix on the impact that the establishment of the U.S. Cyber Command will have on all members’ efforts in the future, he said.

 

“With the stand-up of U.S. Cyber Command, it brings a lot of unique challenges that we as a team need to talk through to ensure that our information is protected at all times,” Ferrell said.

 

African Union (AU) representatives from four broad geographic regions of Africa attended, which generated a holistic perspective on needs and requirements from across the continent, he said.

 

“We have members from the African Union headquarters that is located in Addis Ababa, Ethiopia; we have members that are from Uganda; from Zambia; from Ghana; and also from the Congo. What are the gaps, what are the things that we kind of need to assist with as we move forward on our engagements on the African continent?” Ferrell said.

 

U.S. Army Africa Commander, Maj. Gen. David R. Hogg, welcomed participants as the conference got under way.

 

“We’re absolutely delighted to be the host for this conference, and we hope that this week you get a whole lot out of it,” said Hogg.

 

He took the opportunity to address the participants not only as their host, but from the perspective of a customer whose missions depend on the results of their efforts to support commanders in the field.

 

“When we’re talking about this group of folks that are here — from the joint side, from our African partners, from State, all those folks — it’s about partnership and interoperability. And every commander who’s ever had to fight in a combined environment understands that interoperability is the thing that absolutely slaps you upside the head,” Hogg said.

 

“We’re in the early stages of the process here of working with the African Union and the other partners, and you have an opportunity to design this from the end state, versus just building a bunch of ‘gunkulators.’ And so, the message is: think about what the end state is supposed to look like and construct the strategy to support the end state.

 

“Look at where we want to be at and design it that way,” Hogg said.

 

He also admonished participants to consider the second- and third-order effects of their choices in designing networks.

 

“With that said, over the next four days, I hope this conference works very well for you. If there’s anything we can do to make your stay better, please let us know,” Hogg said.

 

Over the following three days, participants engaged in a steady stream of briefings and presentations focused on systems, missions and updates from the field.

 

Col. Joseph W. Angyal, director of U.S. Army Africa G-6, gave an overview of operations and issues that focused on fundamentals, the emergence of regional accords as a way forward, and the evolution of a joint network enterprise that would serve all interested parties.

 

“What we’re trying to do is to work regionally. That’s frankly a challenge, but as we stand up the capability, really for the U.S. government, and work through that, we hope to become more regionally focused,” he said.

 

He referred to Africa Endeavor, an annual, multi-nation communications exercise, as a test bed for the current state of affairs on the continent, and an aid in itself to future development.

 

“In order to conduct those exercises, to conduct those security and cooperation events, and to meet contingency missions, we really, from the C4ISR perspective, have five big challenges,” Angyal said.

 

“You heard General Hogg this morning talk about ‘think about the customer’ — you’ve got to allow me to be able to get access to our data; I’ve got to be able to get to the data where and when I need it; you’ve got to be able to protect it; I have to be able to share it; and then finally, the systems have to be able to work together in order to build that coalition.

 

“One of the reasons General Ferrell is setting up this joint information enterprise, this joint network enterprise . . . it’s almost like trying to bring together disparate companies or corporations: everyone has their own system, they’ve paid for their own infrastructure, and they have their own policy, even though they support the same major company.

 

“Now multiply that when you bring in different services, multiply that when you bring in different U.S. government agencies, and then put a layer on top of that with the international partners, and there are lots of policies that are standing in our way.”

 

The main issue is not a question of technology, he said.

 

“The boxes are the same — a Cisco router is a Cisco router; Microsoft Exchange server is the same all over the world — but it’s the way that we employ them, and it’s the policies that we apply to it, that really stops us from interoperating, and that’s the challenge we hope to work through with the joint network enterprise.

 

“And I think that through things like Africa Endeavor and through the joint enterprise network, we’re looking at knocking down some of those policy walls, but at the end of the day they are ours to knock down. Bill Gates did not design a system to work only for the Army or for the Navy — it works for everyone,” Angyal said.

 

Brig. Gen. Joseph Searyoh, director general of Defense Information Communication Systems, General Headquarters, Ghana Armed Forces, agreed that coordinating policy is fundamental to improving communications with all its implications for a host of operations and missions.

 

“One would expect that in these modern times there is some kind of mutual engagement, and to build that engagement to be strong, there must be some kind of element of trust. … We have to build some kind of trust to be able to move forward,” said Searyoh.

 

“Some people may be living in silos of the past, but in the current engagement we need to tell people that we are there with no hidden agenda, no negative hidden agenda, but for the common good of all of us.

 

“We say that we are in the information age, and I’ve been saying something: that our response should not be optional, but it must be a must, because if you don’t join now, you are going to be left behind.

 

“So what do we do? We have to get our house in order.

 

“Why do I say so? We used to operate like this before the information age; now in the information age, how do we operate?

 

“So, we have to get our house in order and see whether we are aligning ourselves with way things should work now. So, our challenge is to come up with a strategy, see how best we can reorganize our structures, to be able to deliver communications-information systems support for the Ghana Armed Forces,” he said.

 

Searyoh related that his organization has already accomplished one part of erecting the necessary foundation by establishing an appropriate policy structure.

 

“What is required now is the implementing level. Currently we have communications on one side, and computers on one side. The lines are blurred — you cannot operate like that, you’ve got to bring them together,” he said.

 

Building that merged entity to support deployed forces is what he sees as the primary challenge at present.

 

“Once you get that done you can talk about equipment, you can talk about resources,” Searyoh said. “I look at the current collaboration between the U.S. and the coalition partners taking a new level.”

 

“The immediate challenges that we have is the interoperability, which I think is one of the things we are also discussing here, interoperability and integration,” said Lt. Col. Kelvin Silomba, African Union-Zambia, Information Technology expert for the Africa Stand-by Force.

 

“You know that we’ve got five regions in Africa. All these regions, we need to integrate them and bring them together, so the challenge of interoperability in terms of equipment, you know, different tactical equipment that we use, and also in terms of the language barrier — you know, all these regions in Africa you find that they speak different languages — so to bring them together we need to come up with one standard that will make everybody on board and make everybody able to talk to each other,” he said.

 

“So we have all these challenges. Other than that also, stemming from the background of these African countries, based on the colonization: some of them were French colonized, some of them were British colonized and so on, so you find that when they come up now we’ve adopted some of the procedures based on our former colonial masters, so that is another challenge that is coming on board.”

 

The partnership with brother African states, with the U.S. government and its military branches, and with other interested collaborators has had a positive influence, said Silomba.

 

“Oh, it’s great. From the time that I got engaged with U.S. AFRICOM — I started with Africa Endeavor, before I even came to the AU — it is my experience that it is something very, very good.

 

“I would encourage — I know that there are some member states — I would encourage that all those member states they come on board, all of these regional organizations, that they come on board and support the AFRICOM lead. It is something that is very, very good.

 

“As for example, the African Union has a lot of support that’s been coming in, technical as well as in terms of knowledge and equipment. So it’s great; it’s good and it’s great,” said Salimba.

 

Other participant responses to the conference were positive as well.

 

“The feedback I’ve gotten from every member is that they now know what the red carpet treatment looks like, because USARAF has gone over and above board to make sure the environment, the atmosphere and the actual engagements … are executed to perfection,” said Ferrell. “It’s been very good from a team-building aspect.

 

“We’ve had very good discussions from members of the African Union, who gave us a very good understanding of the operations that are taking place in the area of Somalia, the challenges with communications, and laid out the gaps and desires of where they see that the U.S. and other coalition partners can kind of improve the capacity there in that area of responsibility.

 

“We also talked about the AU, as they are expanding their reach to all of the five regions, of how can they have that interoperability and connectivity to each of the regions,” Ferrell said.

 

“(It’s been) a wealth of knowledge and experts that are here to share in terms of how we can move forward with building capacities and capabilities. Not only for U.S. interests, but more importantly from my perspective, in building capacities and capabilities for our African partners beginning with the Commission at the African Union itself,” said Kevin Warthon, U.S. State Department, peace and security adviser to the African Union.

 

“I think that General Ferrell has done an absolutely wonderful thing by inviting key African partners to participate in this event so they can share their personal experience from a national, regional and continental perspective,” he said.

 

Warthon related from his personal experience a vignette of African trust in Providence that he believed carries a pertinent metaphor and message to everyone attending the conference.

 

“We are not sure what we are going to do tomorrow, but the one thing that I am sure of is that we are able to do something. Don’t know when, don’t know how, but as long as our focus is on our ability to assist and to help to progress a people, that’s really what counts more than anything else,” he said.

 

“Don’t worry about the timetable; just focus on your ability to make a difference and that’s what that really is all about.

 

“I see venues such as this as opportunities to make what seems to be the impossible become possible. … This is what this kind of venue does for our African partners.

 

“We’re doing a wonderful job at building relationships, because that’s where it begins — we have to build relationships to establish trust. That’s why this is so important: building trust through relationships so that we can move forward in the future,” Warthon said.

 

Conference members took a cultural tour of Venice and visited a traditional winery in the hills above Vicenza before adjourning.

 

To learn more about U.S. Army Africa visit our official website at www.usaraf.army.mil

 

Official Twitter Feed: www.twitter.com/usarmyafrica

 

Official YouTube video channel: www.youtube.com/usarmyafrica

 

Free to use but please give credit to www.modup.net/

These pictures are created with dreamscope app.

5:30 pm - 7:00 pm

St. Regis Hotel Ballroom

Jason Furman, Thea Mei Lee, James Manyika, Jared Bernstein

Moderator: John Donvan

 

Property of the Aspen Institute / Photo Credit: Riccardo Savi

Steampunk King Tut

Nikon D850 dof Award winning photography intricate 8k cinematic lighting award winning hyperrealistic ultra detailed Unreal Engine hdr cinematic postprocessing focused

 

Negative prompt: extra eyes, extra limbs, extra fingers, distortions, watermarks, words, lettering, blur

(Artistic, Portrait)

ELITE U.S. MILITARY ARE VEGETARIANS.

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How to start learning Artificial Intelligence? This is a comprehensive guide that is the ideal starting point on how to start learning AI.

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OSP can create customized AI video analytics software solutions utilizes the combined capabilities of artificial intelligence, supervised machine learning

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Free to use but please give credit to www.modup.net/

House Intelligence Committee Chairman Devin Nunes speaking at the 2018 Conservative Political Action Conference (CPAC) in National Harbor, Maryland.

 

Please attribute to Gage Skidmore if used elsewhere.

Rolls-Royce created this concept under FIMECC (Finnish Metals and Engineering Competence Cluster) user experience and usability program, UXUS. This future bridge operation experience concept (oX) for remote operated platform supply vessels is envisioned together with VTT Technical Research Centre of Finland in 2012-2014.

OSP can create customized AI video analytics software solutions utilizes the combined capabilities of artificial intelligence, supervised machine learning and deep neural networks together to offer accurate video analysis in real-time.

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"Jerry Cornell is the exact opposite of a super sleuth.

 

"Always careful to choose a case that will solve itself so he can spend most of his agency's time in bed with his bird.

 

"But his luck runs out when he accidentally takes on the assignment codenamed DEVIL RIDER.

 

"The hilarious, detective thriller sequel to THE CHINESE AGENT."

 

The Russian Intelligence by Michael Moorcock. Savoy Books, 1980. Illustrated by Harry Douthwaite. Cover lettering by John Mottershead. Introduction by Jack Trevor Story.

 

ISBN 0 86130 027 0

Artificial Intelligence is one of the Big board Games that I have developed. It is based on the idea that complex motion can emerge from simple rules. In this case five rules for moving from one coloured square to another, what to do when facing outward, and what todo when facing another player. Played here in the rural town Innisfail

2022 Intelligence & National Security Summit September 15-16, 2022.

Hosts and guests of the U.S. AFRICOM C4ISR Senior Leader Conference tour a winery in the hills above Vicenza, Italy, Feb. 3, 2011.

 

U.S. Army Africa photo by David Ruderman

 

U.S. Africa Command (AFRICOM) hosted its second annual C4ISR Senior Leaders Conference Feb. 2-4 at Caserma Ederle, headquarters of U.S. Army Africa, in Vicenza, Italy.

 

The communications and intelligence community event, hosted by Brig. Gen. Robert Ferrell, AFRICOM C4 director, drew approximately 80 senior leaders from diverse U.S. military and government branches and agencies, as well as representatives of African nations and the African Union.

 

The conference is a combination of our U.S. AFRICOM C4 systems and intel directorate,” said Ferrell. “We come together annually to bring the team together to work on common goals to work on throughout the year. The team consists of our coalition partners as well as our inter-agency partners, as well as our components and U.S. AFRICOM staff.”

 

The conference focused on updates from participants, and on assessing the present state and goals of coalition partners in Africa, he said.

 

“The theme for our conference is ‘Delivering Capabilities to a Joint Information Environment,’ and we see it as a joint and combined team ... working together, side by side, to promote peace and stability there on the African continent,” Ferrell said.

 

Three goals of this year’s conference were to strengthen the team, assess priorities across the board, and get a better fix on the impact that the establishment of the U.S. Cyber Command will have on all members’ efforts in the future, he said.

 

“With the stand-up of U.S. Cyber Command, it brings a lot of unique challenges that we as a team need to talk through to ensure that our information is protected at all times,” Ferrell said.

 

African Union (AU) representatives from four broad geographic regions of Africa attended, which generated a holistic perspective on needs and requirements from across the continent, he said.

 

“We have members from the African Union headquarters that is located in Addis Ababa, Ethiopia; we have members that are from Uganda; from Zambia; from Ghana; and also from the Congo. What are the gaps, what are the things that we kind of need to assist with as we move forward on our engagements on the African continent?” Ferrell said.

 

U.S. Army Africa Commander, Maj. Gen. David R. Hogg, welcomed participants as the conference got under way.

 

“We’re absolutely delighted to be the host for this conference, and we hope that this week you get a whole lot out of it,” said Hogg.

 

He took the opportunity to address the participants not only as their host, but from the perspective of a customer whose missions depend on the results of their efforts to support commanders in the field.

 

“When we’re talking about this group of folks that are here — from the joint side, from our African partners, from State, all those folks — it’s about partnership and interoperability. And every commander who’s ever had to fight in a combined environment understands that interoperability is the thing that absolutely slaps you upside the head,” Hogg said.

 

“We’re in the early stages of the process here of working with the African Union and the other partners, and you have an opportunity to design this from the end state, versus just building a bunch of ‘gunkulators.’ And so, the message is: think about what the end state is supposed to look like and construct the strategy to support the end state.

 

“Look at where we want to be at and design it that way,” Hogg said.

 

He also admonished participants to consider the second- and third-order effects of their choices in designing networks.

 

“With that said, over the next four days, I hope this conference works very well for you. If there’s anything we can do to make your stay better, please let us know,” Hogg said.

 

Over the following three days, participants engaged in a steady stream of briefings and presentations focused on systems, missions and updates from the field.

 

Col. Joseph W. Angyal, director of U.S. Army Africa G-6, gave an overview of operations and issues that focused on fundamentals, the emergence of regional accords as a way forward, and the evolution of a joint network enterprise that would serve all interested parties.

 

“What we’re trying to do is to work regionally. That’s frankly a challenge, but as we stand up the capability, really for the U.S. government, and work through that, we hope to become more regionally focused,” he said.

 

He referred to Africa Endeavor, an annual, multi-nation communications exercise, as a test bed for the current state of affairs on the continent, and an aid in itself to future development.

 

“In order to conduct those exercises, to conduct those security and cooperation events, and to meet contingency missions, we really, from the C4ISR perspective, have five big challenges,” Angyal said.

 

“You heard General Hogg this morning talk about ‘think about the customer’ — you’ve got to allow me to be able to get access to our data; I’ve got to be able to get to the data where and when I need it; you’ve got to be able to protect it; I have to be able to share it; and then finally, the systems have to be able to work together in order to build that coalition.

 

“One of the reasons General Ferrell is setting up this joint information enterprise, this joint network enterprise . . . it’s almost like trying to bring together disparate companies or corporations: everyone has their own system, they’ve paid for their own infrastructure, and they have their own policy, even though they support the same major company.

 

“Now multiply that when you bring in different services, multiply that when you bring in different U.S. government agencies, and then put a layer on top of that with the international partners, and there are lots of policies that are standing in our way.”

 

The main issue is not a question of technology, he said.

 

“The boxes are the same — a Cisco router is a Cisco router; Microsoft Exchange server is the same all over the world — but it’s the way that we employ them, and it’s the policies that we apply to it, that really stops us from interoperating, and that’s the challenge we hope to work through with the joint network enterprise.

 

“And I think that through things like Africa Endeavor and through the joint enterprise network, we’re looking at knocking down some of those policy walls, but at the end of the day they are ours to knock down. Bill Gates did not design a system to work only for the Army or for the Navy — it works for everyone,” Angyal said.

 

Brig. Gen. Joseph Searyoh, director general of Defense Information Communication Systems, General Headquarters, Ghana Armed Forces, agreed that coordinating policy is fundamental to improving communications with all its implications for a host of operations and missions.

 

“One would expect that in these modern times there is some kind of mutual engagement, and to build that engagement to be strong, there must be some kind of element of trust. … We have to build some kind of trust to be able to move forward,” said Searyoh.

 

“Some people may be living in silos of the past, but in the current engagement we need to tell people that we are there with no hidden agenda, no negative hidden agenda, but for the common good of all of us.

 

“We say that we are in the information age, and I’ve been saying something: that our response should not be optional, but it must be a must, because if you don’t join now, you are going to be left behind.

 

“So what do we do? We have to get our house in order.

 

“Why do I say so? We used to operate like this before the information age; now in the information age, how do we operate?

 

“So, we have to get our house in order and see whether we are aligning ourselves with way things should work now. So, our challenge is to come up with a strategy, see how best we can reorganize our structures, to be able to deliver communications-information systems support for the Ghana Armed Forces,” he said.

 

Searyoh related that his organization has already accomplished one part of erecting the necessary foundation by establishing an appropriate policy structure.

 

“What is required now is the implementing level. Currently we have communications on one side, and computers on one side. The lines are blurred — you cannot operate like that, you’ve got to bring them together,” he said.

 

Building that merged entity to support deployed forces is what he sees as the primary challenge at present.

 

“Once you get that done you can talk about equipment, you can talk about resources,” Searyoh said. “I look at the current collaboration between the U.S. and the coalition partners taking a new level.”

 

“The immediate challenges that we have is the interoperability, which I think is one of the things we are also discussing here, interoperability and integration,” said Lt. Col. Kelvin Silomba, African Union-Zambia, Information Technology expert for the Africa Stand-by Force.

 

“You know that we’ve got five regions in Africa. All these regions, we need to integrate them and bring them together, so the challenge of interoperability in terms of equipment, you know, different tactical equipment that we use, and also in terms of the language barrier — you know, all these regions in Africa you find that they speak different languages — so to bring them together we need to come up with one standard that will make everybody on board and make everybody able to talk to each other,” he said.

 

“So we have all these challenges. Other than that also, stemming from the background of these African countries, based on the colonization: some of them were French colonized, some of them were British colonized and so on, so you find that when they come up now we’ve adopted some of the procedures based on our former colonial masters, so that is another challenge that is coming on board.”

 

The partnership with brother African states, with the U.S. government and its military branches, and with other interested collaborators has had a positive influence, said Silomba.

 

“Oh, it’s great. From the time that I got engaged with U.S. AFRICOM — I started with Africa Endeavor, before I even came to the AU — it is my experience that it is something very, very good.

 

“I would encourage — I know that there are some member states — I would encourage that all those member states they come on board, all of these regional organizations, that they come on board and support the AFRICOM lead. It is something that is very, very good.

 

“As for example, the African Union has a lot of support that’s been coming in, technical as well as in terms of knowledge and equipment. So it’s great; it’s good and it’s great,” said Salimba.

 

Other participant responses to the conference were positive as well.

 

“The feedback I’ve gotten from every member is that they now know what the red carpet treatment looks like, because USARAF has gone over and above board to make sure the environment, the atmosphere and the actual engagements … are executed to perfection,” said Ferrell. “It’s been very good from a team-building aspect.

 

“We’ve had very good discussions from members of the African Union, who gave us a very good understanding of the operations that are taking place in the area of Somalia, the challenges with communications, and laid out the gaps and desires of where they see that the U.S. and other coalition partners can kind of improve the capacity there in that area of responsibility.

 

“We also talked about the AU, as they are expanding their reach to all of the five regions, of how can they have that interoperability and connectivity to each of the regions,” Ferrell said.

 

“(It’s been) a wealth of knowledge and experts that are here to share in terms of how we can move forward with building capacities and capabilities. Not only for U.S. interests, but more importantly from my perspective, in building capacities and capabilities for our African partners beginning with the Commission at the African Union itself,” said Kevin Warthon, U.S. State Department, peace and security adviser to the African Union.

 

“I think that General Ferrell has done an absolutely wonderful thing by inviting key African partners to participate in this event so they can share their personal experience from a national, regional and continental perspective,” he said.

 

Warthon related from his personal experience a vignette of African trust in Providence that he believed carries a pertinent metaphor and message to everyone attending the conference.

 

“We are not sure what we are going to do tomorrow, but the one thing that I am sure of is that we are able to do something. Don’t know when, don’t know how, but as long as our focus is on our ability to assist and to help to progress a people, that’s really what counts more than anything else,” he said.

 

“Don’t worry about the timetable; just focus on your ability to make a difference and that’s what that really is all about.

 

“I see venues such as this as opportunities to make what seems to be the impossible become possible. … This is what this kind of venue does for our African partners.

 

“We’re doing a wonderful job at building relationships, because that’s where it begins — we have to build relationships to establish trust. That’s why this is so important: building trust through relationships so that we can move forward in the future,” Warthon said.

 

Conference members took a cultural tour of Venice and visited a traditional winery in the hills above Vicenza before adjourning.

 

To learn more about U.S. Army Africa visit our official website at www.usaraf.army.mil

 

Official Twitter Feed: www.twitter.com/usarmyafrica

 

Official YouTube video channel: www.youtube.com/usarmyafrica

  

What We Have Now

[brew note - four preconditions for Artificial General Intelligence (AGI) or at least what I made of it]

1. Better machines

- Fast computers internetworked, compute clouds

- Hardware is not the problem

 

2. Basic understanding of human cognition and brain

- basic understanding of human cognition and architecture.

- A cruder but useful understanding of brain structure and dynamics

 

3. Embodiment – Virtual and Physical

- Decent virtual worlds for AI embodiment

- Halfway-decent robot bodies

 

4. Theoretical understanding of AGI

- Lots of AI algorithms and representations

- often useful in specialized areas

- often not very scalable on their own

- a theoretical understanding of general intelligence under conditions

of massive computational resources

 

From the opening session: Review of AI and AGI Past Present and Future by Ben Goertzel of Novamente at the The First Conference on Artificial General Intelligence (AGI-08) Ben Goertzel was one of the conference organizers and is a driving force in the AGI community.

  

Artificial General Intelligence (AGI) research focuses on the original and ultimate goal of AI -- to create intelligence as a whole, by exploring all available paths, including theoretical and experimental computer science, cognitive science, neuroscience, and innovative interdisciplinary methodologies. AGI is also called Strong AI in the AI community.

 

Another good reference is Artificial General Intelligence : A Gentle Introduction by Pei Wang

  

I030108 546

2022 Intelligence & National Security Summit September 15-16, 2022.

21 May 2019: Artificial Intelligence: Next Steps

 

Moderator: Dirk Pilat, Deputy Director, Science, Technology and Innovation, OECD

 

Scene Setting: Anne Carblanc, Head of Division, Division for Digital Economy Policy, Science, Technology and Innovation, OECD

 

Speakers:

Jim Kurose, Assistant Director, National Science Foundation (NSF) Wonki Min, Vice Minister of the Ministry of Science and ICT, South Korea; Chair, Digital Economy Policy Committee, OECD, Chiara Tomasi, Public Policy and Government Relations Senior Analyst, Google

Closing keynote speech :

Michael Kratsios, Deputy Assistant to the President for Technology Policy and Deputy U.S. Chief Technology Officer

 

OECD Headquarters, Paris.

 

www.oecd.org/forum

 

Photo : © Hervé Cortinat / OECD

I dreamed about a human being is is part of a project exploring the use of artificial intelligence as applied to photography by using online open source code and data.

More information at fransimo.info/?p=1100

 

ID:05549db966aa0a5b202d455aef63ef99

 

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www.flickr.com/photos/shocki

These pictures are created with dreamscope app.

The Intelligence, Tractor Tavern, Seattle, WA. 1/20/17. Shot for Popthomology.

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