650-294 exam Dumps Source : TelePresence Video field Engineer for(R) Express
Test Code : 650-294
Test appellation : TelePresence Video field Engineer for(R) Express
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Video is becoming “the brand current Voice” in their own lives as well as in business, with greater businesses realizing its ROI competencies. They note this trend towards visible communications as a allotment of the alterations within the collaboration space. Cisco TelePresence is on the seat of this vogue and we’re dedicated to delivering the easiest-to-use, highest quality and most compelling adventure throughout their collaboration portfolio, which by the pass is the broadest in the trade. I invite you to view and listen to an interview I did on this theme at Cisco reside this previous July.
delivering telepresence to everybody.
Cisco is concentrated on accelerating the adoption of telepresence across plenary industries, and corporations of plenary sizes plenary over the status on earth. Their strategy and seat of attention is clearly working, as we’ve considered quick world adoption of Cisco TelePresence and continuous market share growth. they can note this in the these days published Wainhouse market share document which indicates that they are the limpid #1 participant in telepresence with 52% market share. This soar in telepresence market share underscores Cisco’s capacity to lengthen their know-how to a wide array of latest customers, including diminutive and midsize agencies (SMBs). we've the breadth of endpoints, deployment fashions and interoperability to execute telepresence plenary over for every person a fact. we're seeing gargantuan growth from valued clientele who're current to telepresence and now note the cost Cisco can convey and the flexibility to fulfill their pleasing organizational needs.
driving deeper and greater different deployments with present valued clientele.
Our purchasers reckon in the power of telepresence and are using a first-rate deal deeper deployments into their company, taking it from the boardroom to the computer. They’re dawn to recognize telepresence as a transformative constrain for his or her company, and they trust Cisco to provide a complete video architecture that scales, optimizes useful resource and bandwidth efficiency to support reduce TCO.
I actually own been working in the video trade for decades, and no different adventure is as life like, intuitive, seamless, and scalable as Cisco TelePresence. I additionally see limpid value to their consumer as they offer not simplest video, however teleprescence as a allotment of their unified collaboration architecture that places people at the middle of how they talk, toil and enact company. Cisco is riding to execute video “the current Voice” by pass of making a video convene event as convenient and natural as a phone call. I individually reckon that the Tandberg/Cisco integration is in plenary probability probably the most premier acquisitions in their traffic and now that we're absolutely built-in, they are able to bring on telepresence fancy no one else can and we're well on their pass in making video the current voice for everybody.
Cisco is a number one dealer in IT that attracts thousands of candidates yearly. Their intent is to live Cisco certified, as this company is a legal authority in this field. for this reason, these individuals intent to Get superior job, enhanced profession prospects and enhanced income. Cisco offers certification for any taste.
one of the vital pleasing credentials by using Cisco is CCNP Routing and Switching. It gives the networking experts with the potential to Put into effect, plan, investigate, in addition to to troubleshoot the advanced community enterprise. CCNP Routing and Switching furthermore equips the candidates with the means to collaborate and toil with very skilled specialists on aggrandized voice, security, video, and wireless options.
As an IT knowledgeable, you'll want to live aware of that CCNP Routing and Switching certificationhas inevitable necessities that must live met. The distinctive necessities that you'll want to understand are:
For the candidate wants to acquire CCNP Routing and Switching certification, one should circulate three exams. The order of taking doesn't trust considering the fact that every examination is carried out independently. The assessments protected in Cisco CCNP Routing and Switching certification are birthright here:
This exam, 300-a hundred and one, assessments whether the candidates are established with the principles required to Put into outcome Cisco IP Routing. 300-a hundred and one is a worthy verify for CCNP and CCDP credentials. After passing the exam, the candidates are authorised in using complicated IP addressing in addition to routing strategies in securing Cisco routers. they're furthermore geared up with the highest quality abilities in implementing routers which might live involving IPV6, LANs, and WANs.
examination 300-115 (imposing Cisco IP Switched Networks) is a qualifying exam for certifications corresponding to Cisco CCDP and Cisco CCNP. It proves that the candidates own the abilities and capabilities in verifying, planning, and configuring the specific enterprise switching options which consume Cisco traffic Campus architecture.
This exam is focused on testing the potential utilized in preserving and troubleshooting Cisco IP Networks. it is additionally a qualifying examination for Cisco CCNP certification. 300-a hundred thirty five TSHOOT examination proves that the candidate has won the competencies and advantage that are productive in:
300-101 ROUTE exam and 300-one hundred fifteen change exam comprise assorted-choice questions, while 300-one hundred thirty five TSHOOT exam certainly carries hands-on simulations. more details about these exams can furthermore live found at the professional Cisco site.
CCNP Routing and Switching certification is value each penny. The individuals who are smitten by networking and want to dedicate their profession to it may well symptom up during this certification. This credential offers one a feeling of feat, makes one a valuable expert, exposes one to greater salary, and offers job safety. CCNP Routing and Switching is a very first-rate deal, so execute sure you reckon earning this certification.
merits of CCNP Routing and Switching certification
CCNP Routing and Switching certification has a collection of benefits connected to it. It holds a fine and imperative status in the technology trade. Possessing CCNP certification implies a very first-rate mastery of the talents in Routing and Switching. under are one of the most advantages of this credential:
CCNP Routing and Switching is a sturdy certification that calls for working in labs, pleasant discovering, and passing checks. Being an authorized skilled, one is exposed to dissimilar jobs such as:
consultants with CCNP Routing and Switching certification are competent to rate significantly greater than their uncertified colleagues. The customary annual revenue for the gurus with this credential is $10,2786.
before you attempt any Cisco CCNP Route Dumps exam, it is awfully essential to select a proper practising. live cautious – some substances can furthermore comprise outdated guidance. it is better to train the consume of the professional substances for CCNP Routing and Switching certification posted with the aid of Cisco Press. These materials enable the candidates to maximize their talents and advantage in a network commercial enterprise. one of the substances provided are eBooks, books, apply checks, video practicing, and simulator software. consume exam dumps plenary through your examination training for CCNP R&S certification. among the superior web sites that supply the most sound and up-to-date cloth are ExamSnap, ExamCollection, examination-Labs, PrepAway.
adjacent Certification for network engineers
CCNP R&S credential validates one’s abilities to toil collaboratively with professional in wireless, protection, voice and video solutions domains. For the candidates drawn to getting CCNP Collaboration credential and dealing as network engineers whose day by day projects are to provide steer of video, voice and messaging functions in corporations, candidates deserve to pass 4 exams. 300-075 examination is one them, and it checks one’s potential to Put into outcome Cisco IP Telephony and Video. The questions delivered to the exam cowl the following issues: globalized convene routing, Cisco Unified Survivable far off web page Telephony, convene manage Discovery amongst others.
in accordance with the profession course the prerequisite of getting CCNP certification is to Get CCNA Collaboration credential. Cisco presents a wide variety of certification, still they're logically structured and may live simply tracked. It’s as much as you which one to opt for.
It is obvious that the certification comes with loads of advantages to each the knowledgeable and the enterprise. The specialists working in industries which solemnize the routing and switching options may still believe possessing this certification. first-rate luck together with your exams!
In an attempt to expand in the gigantic commercial enterprise market, Zoom Video Communications Inc. these days delivered assist for Cisco play programs in Zoom Connector, the company's integration implement for third-party video conferencing apparatus.
The stream, announced closing week, is big since it receives Zoom's cloud-based mostly conferencing carrier in entrance of the customer foundation of one of the largest video infrastructure vendors.
"[Zoom] is growing to live plenary of a sudden, however they haven't seen them plenary that lots yet in the better traffic market," referred to Irwin Lazar, an analyst at Nemertes research, based mostly in Mokena, ill. "This offers Zoom the means to crawl to clients with a less complicated means of connecting their present video systems."
Zoom has placed itself as a company of cloud-primarily based video conferences that may Run on companies' present hardware. In may additionally, the traffic introduced that Zoom Connector would supply integration with Polycom video play methods.
The latest integration would position Zoom in opposition t Cisco's on-line assembly software, WebEx. "If Zoom can are available at a lower expense than WebEx, with identical ease-of-use, they own got an opening to win over some of those Cisco purchasers," Lazar stated.using Zoom Connector
Deploying Zoom Connector on Cisco hardware includes a self-carrier setup although a Zoom internet utility, said Simon booth, lead assignment engineer at Zoom, based in San Jose, Calif. After installing Connector, individuals can delivery the usage of Zoom functions.
The system for becoming a member of a Zoom-powered assembly depends on the classification of Cisco hardware, booth noted. for example, users of Cisco TelePresence contact 10 -- a pill-measurement computer disclose for video conferencing -- handiest own to press a gathering button after which a live allotment of button to attend a prescheduled meeting. but if an individual starts a gathering spontaneously, then the consumer would ought to search through a listing to locate it.
With Zoom Connector, companies can consume Zoom functions on Cisco SX, DX and MX collection play programs, sales space stated. Connector does not cheer the CTS, IX or MXP systems.
Zoom Connector expenses $41.fifty eight monthly, per conferencing system. Zoom's video conferencing provider begins at $12.forty nine monthly for conferences of up to one hundred individuals.
Zoom gives exquisite video and audio to a cell machine, computing device or convention play gadget. The traffic has 650,000 paying and nonpaying users -- specially in the training and tech space.
The traffic raised $one hundred million in its latest round of funding, bringing Zoom's valuation to $1 billion. funding company Sequoia Capital led the funding, which furthermore included Emergence Capital, AME Cloud Ventures and Qualcomm Ventures.
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A walk down the hallway at Conant towering School in Jaffrey doesn’t feature your typical school-day scenery, marked by beige walls and humming fluorescent lights. It’s more fancy a walk through an impromptu gallery, colorful designs decorating every locker along the walls.
That’s plenary thanks to Anna Rizzitano’s Studio in art 1 class, which has been working to transform the lockers since the first week of school. The project began when first-year Principal Brett Blanchard approached Rizzitano’s class about designing a mural for the building, she said.
“It was just such a worthy speech that he gave about how powerful the arts are and how awesome (they are), and then plenary of a sudden the students were just coming up with ideas themselves,” Rizzitano said. “So really it was the kids that kindhearted of were like, ‘We could give you a mural in your office, but wouldn’t it live grandiose if they could paint the lockers?’ ”
Rizzitano agreed to execute the murals the focus of the class for the semester, and the students launched into creating their designs.
“We really wanted — and I really Put accent on this — they wanted to just enact students’ designs. A lot of the kids created designs that they thought were really unique for them,” Rizzitano said. “So they would paint these dinky mini swatches, and they would just travel through the swatches and note which ones that they felt were going to live successful on each locker.”
Some of the lockers were designed to represent an academic subject, such as math, science or English, but the sources of inspiration were wide-ranging, from a tribute to the towering school’s mascot (the oriole) to a Star Wars-themed design.
And though the class ended with the current semester in January, the students are still working on the murals during their flex time — time scheduled during the day that students can consume for “enrichment” activities, including study time, tutoring, course offerings and physical fitness.
In fact, Rizzitano decided to consume flex time to open up the project to the student body, inviting other students to near and cheer with the painting. So far, they’ve finished painting plenary the lockers on the first floor of the towering school and are about halfway done with the second floor, Rizzitano said.
For her students, the project has been an opening to paint on a big scale — something they don’t always Get the random to enact — as well as share their art with the community.
“They’ve grown as artists, and they kindhearted of own their art, and they’re very arrogant of it, and I fancy that,” Rizzitano said. “I contemplate it takes courage to Put your own art up on the wall knowing that it could live received first-rate or bad, who knows.”
And it’s been a positive change for the comfort of the Conant community, too.
“Now it’s just popping with color, vibrant — it’s got life in the hallway,” she said. “It’s taken on a personality, if you will.”
Submissions are now open for the first annual Magnify Voices Film and Writing Contest. The contest is open to 5th- through 12th-graders, and invites young Granite Staters to submit two-minute videos or creative writing pieces centering on mental health.
Students can choose from five themes related to mental health: 5 Things I/We Wish People Knew About Mental Health; No Shame: delete The Stigma; This Is How I/We R.E.A.C.T. (Recognize the Signs, Express Concern, Act Now, Care, Text for Help); S.O.S. (Stamp Out Stress): Coping Skills and Self Care; or create your own theme.
The first-place student or group of students in each category will receive a cash prize of $500. Middle and towering school submissions will live judged separately.
The contest is sponsored by the N.H. Children’s Behavioral Health Collaborative. Submissions are due March 1, and additional information is available at magnifyvoices.org.
Students pursuing a bachelor’s degree in engineering can apply for the current Norman F. and Marilyn W. Jones Scholarship. More than $100,000 will live awarded annually to rising sophomores, juniors and seniors studying electrical, aeronautical and mechanical engineering and related fields.
The multi-year scholarship is awarded by the N.H. Charitable Foundation and recognizes students who demonstrate academic excellence, leadership potential, fervor for the field and financial need. The amount of each scholarship will vary depending on need and the number of applicants.
The Monadnock Regional towering School Wellness Committee will host a free presentation for parents at the towering school titled “Risky Business: protect their Youth, Empower their Parents, Educate their Educators” on Feb. 7 from 6:30 to 8:30 p.m.
Using a staged teenage bedroom, the presentation will train parents how to recognize warning signs of risky behaviors such as drug consume and underage drinking. Attendees will furthermore learn techniques for communicating with teenagers and receive information about drug and alcohol consume trends.
The presentation will live led by Melissa Fernald, a licensed clinical sociable worker and master licensed alcohol and drug counselor. Child trust will live provided by the Monadnock Regional towering School Key Club.
W hat’s going on in your school? Education reporter Meg McIntyre can live reached at 352-1234, extension 1404, or mmcintyre@keenesentinel. com.
NewRelic, the cloud-based application analytics firm, has added machine learning to its armoury in the shape of SignifAI, an Israeli-US startup focused on event intelligence - or sorting signal from pandemonium in the fast-moving field of DevOps.
SignifAI, according to its white paper, is a 'SaaS-based correlation engine that leverages AI and machine learning to atomize down the data silos found in complicated enterprise IT environments.'
It integrates via APIs to around 60 commonly used monitoring and collaboration tools including Splunk, AppDynamics, Slack, AWS, Nagios - and NewRelic itself - and promises to cheer developers identify the root occasions of errors by sifting through events, logs, time-series data and infrastructure alerts, ranking and outputting the most probable causes to a user console or through the monitoring tool. Users can furthermore train the model to better the accuracy of the correlations.
AIOps is a relatively current addition to the blizzard of AI and DevOps-related phrases. It refers to the consume of machine learning to analyse data collected from various IT operations tools and devices in order to spot and react to issues in true time.
In the company's blog, NewRelic's chief product officer Jim Gochee comes down in favour of the term ‘applied intelligence' to record the application of machine learning to the software progress process.
"We decided to consume the term 'Applied Intelligence' to record their philosophy and approach to bringing simulated intelligence (AI) / machine learning (ML) to their space. They chose 'Applied Intelligence' to remind ourselves to continuously reflect on the individual words and their meanings, with the goal of keeping us on track to deliver truly meaningful customer value with their AI efforts," he writes.
04/02/2019 Heathrow trials AI system for landing planes in wrong weather
In wrong weather, visibility from Heathrow's 87-metre tall control tower can live drastically reduced as low clouds obscure the views of the runways below.
When this happens, air traffic controllers need to trust on radar to ensure that a plane that has just landed has cleared the runway, and a margin of oversight must live built in for safety. This causes delays and backlogs and a 20 per cent loss of landing capacity, according to Airport World.
This is an district where AI - together with ultra HD 4K cameras - can help, believes air traffic control service NATS. The organisation has begun a crucible using 20 such cameras installed in the tower together with a machine learning system called Aimee which has been developed by Canadian vendor Searidge Technologies. A similar crucible is underway at Singapore's Changi Airport.
Once trained, Aimee should live able to track the aircraft from the time they land until they are limpid of the runway, even when the cameras' images are difficult to interpret by the human eye. It will then alert the air traffic controller who will execute the final conclusion on whether to limpid the next arriving flight for landing. As such, Aimee is very much an aid to human conclusion making rather than being an autonomous control system.
The behaviour of 50,000 arriving aircraft will live studied over the next 12 months to note how the system responds to real-world situations.
AI is likely to play an increasingly considerable role in the management of air traffic in the future, including for Heathrow's planned third runway, said Heathrow's operations director, Kathryn Leahy.
"We'll live keeping a proximate eye on this trial, as the technology could own a major role as they prepare for the expanded airport. They will watch how AI and digital towers could live used to monitor plenary three of the expanded airport's runways in future," she said.
The results of the crucible will live presented to live presented to the UK Civil Aviation Authority next March.
28/01/2019 Amazon open-sources its SageMaker Neo machine learning optimisation software
Amazon has open-sourced SageMaker Neo, its software for training machine learning models and optimising the pass they Run on different types of devices.
SageMaker Neo is designed to ensure that ML models Run as efficiently as workable on a variety of machines and environments. Unlike the training stage, in which models are generally honed on high-powered machines, for the inference stage, where the model makes predictions based on current data, it may live running on much lowlier devices.
The environment can own a substantial outcome on the amount of time it takes for a model to infer a result and on the number of such calculations that can live Run in parallel. On edge devices in the IoT - a single board computer fancy a Raspberry Pi for example - latency and limited concurrency can live severe impediments. ML models are far from device-agnostic.
Most devices can live optimised to hasten up the inference process, but this generally involves a unprejudiced bit of manual tinkering and crucible and error. The original SageMaker was a model training framework, but SageMaker Neo, introduced ultimate November, combines that with an optimisation stage, taking the fully trained model and generating an executable that's specific to the target device - live that a GPU or a Pi.
"Amazon SageMaker Neo automatically optimises machine learning models to effect at up to twice the hasten with no loss in accuracy. You start with a machine learning model built using MXNet, TensorFlow, PyTorch, or XGBoost and trained using Amazon SageMaker. Then you choose your target hardware platform from Intel, Nvidia, or Arm. With a single click, SageMaker Neo will then compile the trained model into an executable," the company says on its website, adding that the compiler uses neural networking techniques to analyse the target platform so that optimisations can live applied.
The Neo-AI project is available on Github under the Apache Software License, allowing developers to tailor the code to suit their own needs.
Other cloud firms, including Microsoft and Google, are furthermore working on applying AI to the ‘intelligent edge'.
07/01/2019 Huawei announces 'highest performance ARM-based CPU' aimed at AI workloads
Huawei has announced what it claims is the world's best performing ARM-based processor.
Unveiled on Sunday, the Kunpeng 920 is purpose-built for AI workloads that involve processing big volumes of data utilising distributed storage.
In SPECint benchmarking tests, the Kunpeng 920 scored more than 930, or almost 25 per cent higher than the industry benchmark, while using 30 per cent less power than competitors, Huawei claims.
The Huawei-designed processor is manufactured on a 7-nanometer process based on the ARM architecture. It has 64 cores with clock hasten 2.6GHz and 8-channel DDR4 memory.
The enhanced performance is primarily due to optimised branch prediction algorithms and an increased number of OP units, along with an improved reminiscence subsystem architecture, according to the firm.
"Today, with Kunpeng 920, they are entering an era of diversified computing embodied by multiple cores and heterogeneity. Huawei has invested patiently and intensively in computing innovation to continuously execute breakthroughs. They will toil with their customers and partners to build a fully connected, smart world," said William Xu, Huawei's chief strategy marketing officer.
Huawei furthermore announced three current servers in its TaiShan scope that will live powered by Kunpeng 920 processors. These are aimed at corporate data centres for substantial data tasks requiring towering concurrency and low power consumption.
The Kunpeng 920 announcement follows spicy on the heels of the AI-focused Ascend AI IP and chip sequence unveiled in October (see earlier in this blog).
With its accent on in-house design, Huawei is becoming less reliant on non-Chinese chipset suppliers such as Intel, Qualcomm, AMD and Nvidia.
The company has been enmeshed in controversy in recent months, with a number of countries banning its products in their networking infrastructure, claiming they are a security risk.
The company has proximate connections to the Chinese government whose ‘Made in China 2025' strategy targets ten advanced technology areas including AI, robotics, renewable energy and biotechnology. The US has claimed this strategy is a "real existential threat to US technological leadership".
02/01/2019 Researchers consume machine learning to diagnose dyslexia
A pair of researchers own achieved promising results from a machine learning study of dyslexia among school children, diagnosing the condition successfully in 80 per cent of cases without any human intervention
Alex Frid and Larry Manevitz from the University of Haifa, Israel, ran a sequence of tests on 32 school children, 17 of whom had previously been diaganosed with dyslexia. The children performed a Lexical conclusion chore (LDT) in which they were asked to judge whether strings of letters appearing on a screen were meaningful or not.
During this task, the eye movements of subjects were monitored and at the same time electrical activity in different areas of the brain was recorded using electrodes placed on the scalp.
After a preprocessing stage, the researchers used the ReleifF to extract meaningful features from the results in an attempt to classify the results. Many valuable features were in fact discovered in areas of the signal traditionally considered as noise.
By training their ML algorithm using the 60 ‘best' features extracted from the results, the researchers were able to diagnose dyslexia with a 79 per cent success rate; using just the ten best features, a success rate of 70 per cent was still achieved.
However, the goal was not just to consume ML for diagnosis.
One theory of the occasions of dyslexia, which affects an estimated ten per cent of the population, is that the different parts of the brain involved in decoding written texts operate asynchronously, so signals can arrive in the wrong order. The greater the asynchrony, the more difficult reading will live for the subject.
The greatest contrast between the dyslexic and other readers was observed in activity in the left hemisphere of the brain, particularly the left temporal node which has long been thought to live considerable in the process of interpreting the written word.
The paper is published by arxiv.org
19/12/2018 EU expert group draws up draft AI ethics guidlines, seeks feedback
The European Commission's High-Level Expert Group on simulated Intelligence (AI HLEG) has released draft ethics guidelines on trustworthy AI. The 37-page document covers proposals to ensure AI is always human-centric and deployed with "an ethical purpose ground in". It includes discussions around limiting prejudice and maximising inclusiveness, as well as ensuring that AI is robust in design and implementation so that it does not occasions unintentional harm.
AI HLEG boils down the core requirements for trustworthy AI into ten broad areas: Accountability; Data governance; Design for all; Governance of AI autonomy (human oversight); Non-discrimination; Respect for (and enhancement of) human autonomy; Respect for privacy; Robustness; Safety; and Transparency.
It looks at each of these topics from technical and non-technical standpoints with a view to creating guidance on how each might live ensured.
"Trustworthy AI has two components: (1) it should respect fundamental rights, applicable regulation, and core principles,ensuring 'ethical purpose'; and (2) it should live technically robust and reliable," the report notes in its conclusion.
"However, even with the best of intentions, the consume of AI can result in unintentional harm. Therefore ... AI HLEG has developed a framework to actually implement Trustworthy AI, offering concrete guidance on its achievement."
The group is seeking feedback on its draft proposals before 18 January. In March a final version will live presented to the Commission.
10/12/2018 Pharma giant Merck in deal to consume AI for drug discovery
The consume of AI in drug discovery - identifying promising molecules and testing their suitability using models rather than patients - has been a focus of the pharmaceutical industry for some time. Typically drugs require years (and a huge amount of money) to crawl from the lab into production.
In the latest move, pharmaceutical giant Merck is to licence an AI-based drug screening platform from Canadian biotechnology hard Cyclica as allotment of a year-long trial.
Cyclica's Ligand Express is a drug screening implement which Cyclica says is a "cloud-based platform that screens small-molecule drugs against repositories of structurally-characterized proteins or ‘proteomes' to determine polypharmacological profiles."
By understanding how a small-molecule drug will interact with plenary proteins in the body, scientists can prioritise candidate molecules for drugs, understanding workable side effects, and identify genetic variations which might affect the binding of the proposed drug to the target protein. Another consume is investigating current uses for existing drugs.
Small-molecule drugs typically target specific proteins associated with disease, but once in the body they may bind to other proteins too, and the side effects are hard to forecast in the lab, leading to lengthy R&D and crucible procedures. But AI-based techniques can cheer build a plenary picture of the likely interactions of a particular molecule.
Friedrich Rippmann, Computational Chemistry & Biology director at Merck said the goal is to identify promising molecules and test them as quickly as possible.
"Assessing current technologies is central to how they will further their discovery programmes, and simulated intelligence applications fancy Ligand Express will provide considerable insights to enhance how they contemplate about target identification to support phenotypic screening and off-target profiling in general," Rippman said.
"Artificial intelligence has the power to execute the previously unimaginable a reality - they are enthusiastic to harness these current possibilities to cheer drive the discoveries that can transform the lives of people affected by difficult-to-treat diseases," added Belén Garijo, member of the executive board and CEO Healthcare at Merck.
07/12/2018 AI cracks text-based captchas
A team of computer scientists has developed a current machine learning program that can crack the text-based captchas still used by many websites to protect against bots in a fraction of a second.
The program was developed by scientists from Lancaster University in the UK, Northwest University in the US and Peking University in China. It uses profound learning techniques and its makers claim a much higher success rate compared to other captcha attack methods.
It uses Generative Adversarial Network (GAN) to decode the captchas, creating synthetic captchas that are used to train the foundation solver algorithm. This is then fine-tuned using a smaller set of true captchas. This saves time and effort, with just 500 genuine captchas required to train the attack programme.
In tests on 33 captcha schemes, some used by the likes of Wikipedia, Google, eBay and Microsoft, the program was able to solve a captcha within 0.05 seconds when Run on desktop graphics processing unit (GPU).
It was furthermore able to evade advanced security features and demostrated a towering smooth of accuracy.
"It allows an adversary to launch an attack on services, such as Denial of Service attacks or spending spam or phishing messages, to cop personal data or even forge user identities," said Guixin Ye, a researcher on the project, which was presented at the ACM Conference on Computer and Communications Security (CCS) 2018 in Toronto.
"Given the towering success rate of their approach for most of the text captcha schemes, websites should live abandoning captchas."
14/11/2018 Facebook, Google and Twitter consume AI to track illegal drug dealing
During his rather feeble 'grilling' by US Congress over Cambridge Analytica and other topics related to the influence of his sociable networks, one question that did elicit a (relatively) direct response from designate Zuckerberg was the illegal sale of drugs on Facebook and Instagram - presumably because he could consume his favourite stock reply of throwing some more AI at the problem.
The opioid juncture is a raw issue in the US: 72,000 people died from overdoses in 2017 alone.
Now Facebook has said it is actively using AI to track down dealers, coordinating its efforts with experts including forensic labs and local and national organisations. Google and Twitter are furthermore involved in the collaboration.
Facebook's vice president of US public policy Kevin Martin laid out the company's thinking in a blog post.
"We want to execute vital resources for treatment easier to find. When people search for information about opioids on Facebook and Instagram, they direct them to SAMSHA's [Substance abuse and Mental Health Services Administration] National Helpline Information Page and other resources for free and confidential treatment and education," he said.
"We've furthermore begun to roll out proactive detection on Facebook and Instagram to select down more content that violates their policies before people may note or report it. Their technology is able to detect content that includes images of drugs and depicts the intent to sell with information such as price, phone numbers or usernames for other sociable media accounts.
"By catching more posts automatically, this technology allows their team to consume their expertise instead to investigate accounts, Pages, Groups and hashtags, as well as toil with experts to spot the next trends."
Susan Molinari, vice president for public policy at Google, said that 50,000 searches about specific opioid drugs were made each day on the search engine.
"We know overwhelmingly the people who are searching for cheer are the parents or family members of opioid users, so they know that if they can push them toward organisations fancy the Partnership for Drug-Free Kids, then we're getting them instant connections," Molinari said.
The efforts so far are plenary about blocking content and nudging users towards getting cheer rather than reporting transgressors to law enforcement.
24/10/2018 Oracle acquires AI company-intelligence hard DataFox
Oracle has acquired DataFox, a SaaS AI hard that crunches big volumes of data on public and private businesses and feeds the results into an AI engine to create company-intelligence that customers can add to their CRM.
The San Francisco-based startup received initial funding from Google Ventures in 2014 and counts Bain Capital, NetApp and Goldman Sachs among its customers. Co-founder and CEO Bastiaan Janmaat was a growth equity analyst at Goldman Sachs before founding the firm, and the investment bank has a stake in DataFox.
In a letter to DataFox customers and partners, Steve Miranda, executive VP applications progress at Oracle, said: "The combination of Oracle and DataFox will enhance Oracle Cloud Applications with an extensive set of AI-derived company-level data and signals, enabling customers to gain even better decisions and traffic outcomes."
DataFox pulls information on millions of businesses from multiple sources including intelligence articles, digital properties and 'unique signals' and analyses them to provide real-time information on when a company's fortunes might live about to change. Oracle says it plans to "enrich" its cloud applications such as ERP, CX, HCM and SCM with "AI-driven company-level data". Presumably the view is to cop a march on cloud compeition from the likes of Salesforce.
Terms of the acquisition own not been disclosed.
19/10/2018 UK supermarkets to crucible AI checkouts for age-verification
Facial recognition technology is to live trialled by UK supermarkets for age verification purposes, with a few as-yet-unidentified stores rolling out the scanning tech at self-service checkouts this year and more widely in 2019.
The rollout is being led by US vendor NCR, which makes self-service checkout machines for Tesco and Asda among others. The company will integrate an 'AI-powered camera' (whatever that may be) into the checkout machines, which will live able to evaluate the age of shoppers when they are buying restricted items fancy cigarettes and alcohol. Read more on this tale here.
19/10/2018 AI - where does the liability lie?
The arguments regarding liability in the event of oversight or incident are dawn to expand. As developments continue, and the consume of AI becomes more mainstream, there will increasingly live cases which convene in to question who has liability for the systems in use.
So says Emma Stevens, associate solicitor - dispute resolution, at law hard Coffin Mew in this article for Computing.
The majority of the existing legislation and case law in relation to liability and duty in cases of negligence significantly pre-dates the ongoing robotics revolution. It is limpid that the legal system has a lot of ground to cover before it can effectively regulate such advances and the existing law will need to live translated to apply to situations where considering the role and repercussion of AI and robotics was not previously necessary.
Businesses would live sensible to execute themselves aware of the technological advances in the sectors in which they operate, to ensure that their contracts are limpid regarding liability (both generally and for AI) and that they own adequate insurance in status for any systems used, where appropriate.
16/10/2018 It's substantial companies that are making the running in machine learning, survey
A survey of data scientists, software engineers, architects and senior management has found that big organisations are taking the lead in their experiments with machine learning, with respondents in big organisations more likely to reckon their efforts as 'sophisticated' and to own their early successes rewarded by increasing budgets than those in smaller firms.
About half of the respondents were located in the US, a quarter in Asia with the residue based elsewhere. The survey was conducted by Algorithmia, a US company offering a marketplace for machine-learning models.
Across the entire sample, the main drivers for deploying machine learning models were generating customer insights and intelligence and improving the customer experience. However, in big enterprises improving customer loyalty topped the list, mentioned by 59 per cent. big enterprises were furthermore more likely to mention cutting costs as being a motivating force.
Just 10 per cent of companies counted themselves as sophisticated in their consume of AI and machine learning. The report notes that the sort of companies that pioneered substantial data techniques a few years back furthermore own a headstart when it comes to deploying machine learning models. They own the data, the infrastructure and the skills required to build proprietary internal platforms - or 'AI layers' - on which to deploy. Examples comprise Facebook's FB Learner, Netflix's Notebook Data Platform and Twitter's BigHead. It seems likely that this lead widen as investment follows success.
A statistic that demonstrates the universal immaturity of the field is the fact that 55 per cent of efforts are driven by IT compared with 37 per cent by the business.
12/10/2018 China will overtake the US in AI, predicts former president of Google China Kai-Fu Lee
Kai-Fu Lee, head of VC hard Sinovation Ventures and former president of Google China, says that AI's influence will live hugely disruptive to everything from the geopolitical power poise to the job market and peoples′ individual feelings of self worth. While some of the changes will live for the better, many will not, he says, warning against the techno-utopianism common in Silicon Valley.
The hasten of the coming AI revolution makes parallels with the job creation that accompanied the proliferation of electrical power and the industrial revolution redundant, Lee argued.
"Those earlier technological revolutions took a century or longer," Lee explained, in a fascinating if discomfiting interview with IEEE Spectrum. "That gave people time to grow, and develop, and invent current jobs. But they own basically one generation with AI, and that's a lot less time."
"We've opened Pandora's box," Lee went on, contrasting AI with other technological threats. "We did, as humans, control the proliferation of nuclear weapons, but that technology was surreptitious and required a huge amount of capital investment. In AI, the algorithms are well known to many people, and it's not workable to prohibit people to consume them. College students are using them to start companies."
Lee believes the fact that the algorithms are easily available means that the nations with the most computing power - and the most centralised command structures - will Get execute the running, ultimately exporting their innovations to others that might try to unhurried the tide to cushion its impacts. China has substantial advantages over current leader the USA, he said, as companies such as Tencent, which has proximate connections to the Chinese government, own the data, the infrastructure and a workforce that′s quite prepared to Get stuck into the more humdrum parts of developing AI.
"Chinese entrepreneurs find areas where there's enough data and a commercially viable application of AI, and then they toil really hard to execute the application work. It's often very hard, dirty, repulsive work. The data isn't handed to you on a silver platter."
Much of the learning data for the ML algorithms comes from applications fancy Tencent′s all-encompassing WeChat app, which is "Facebook, Twitter, iMessage, Uber, Expedia, Evite, Instagram, Skype, PayPal, GrubHub, LimeBike, WebMD, Fandango, YouTube, Amazon and eBay" rolled into one. minute information about a big balance of China′s huge population resides in one place. And size matters when you're training neural networks.
These factors, together with the Chinese government′s skill to squash any opposition to developments fancy driverless trucks, are plenary in the country′s favour as it seeks to become the dominant constrain in AI.
Whichever power bloc ultimately takes the lead, the true challenge, says Lee, will live how to manage societies characterised by increasing inequality and the loss of up to 50 per cent of current jobs, many with no obvious alternative role for those that hold them, over the coming decades.
11/10/2018 current AI-focused announcements from Nvidia and Huawei
Graphics processing hard Nvidia has announced an open-source GPU-acceleration platform called Rapids which is aimed squarely at data scientists who need to crunch big volumes of data. Nvidia claims that for machine learning-type consume cases Rapids has proved to live 50 times faster than CPU-only systems.
Unveiled yesterday in Munich, Rapids is a two-year-old collaboration between Nvidia engineers and Python contributors, structure on Apache Arrow, Pandas and Scikit-learn. It is released at rapids.ai under the Apache 2.0 open-source licence.
"Rapids connects the data science ecosystem by bringing together favorite capabilities from multiple libraries and adding the power of GPU acceleration." the hard says in its blog.
Meanwhile, Huawei has unveiled two AI-focused chips of its own. "As allotment of its full-stack AI portfolio, Huawei today unveiled the Ascend AI IP and chip series, the world's first AI IP and chip sequence that natively serves plenary scenarios, providing optimal TeraOPS per watt," proclaims the company's press release. "Their unified architecture furthermore makes it light to deploy, migrate, and interconnect AI applications across different scenarios," it says.
Alibaba, the "Chinese Amazon" which is investing heavily in AI capailities is furthermore reported to live developing a current AI chip for release next year.
10/10/2018 Apple buys machine learning hard Spektral
Apple had kept its $30m acquisition of virtual reality (VR) hard Spektral ultimate year a surreptitious until Danish newspaper Brsen got hold of the story, reports Apple Insider.
Spektral, whose founders own now joined Apple, was a startup specialising in computer vision, using profound learning techniques and GPU hardware to better the real-time processing of images and video directly from the camera. Apple is known to live keen to Get ahead in the field of augmented reality (AR), and Apple Insider speculates that this may live behind the acquisition. Apple recently changed the design of iPhone cameras to better support AR and VR it notes.
10/10/2018 What's current in Spark and machine learning?
Creating useful machine learning models is a tough job, but making models that are robust enough to support traffic processes operationally is far tougher still. This is why the web giants build their own platforms to support their data scientists and then engineers. Matei Zaharia and Andy Konwinski of Databricks told Computing about two open source projects that are designed to bring such capabilities to within the gain of mere mortals. ML flux is a framework for standardising and packaging workflows and models, while Project Hydrogen improves the integration of favorite profound learning frameworks such as Tensorflow and PyTorch with Apache Spark. Read the plenary tale here.
09/10/2018 Autonomous agents are the next angle of enterprise AI, claims Fetch.AI
What if AI could select on complicated negotiation tasks without requiring human intervention? This is where they are going next, according to Cambridge-based startup Fetch.AI, which recently partnered with Clustermarket, a booking platform for loaning scientific equipment. Using the system, instruments are represented by autonomous agents which navigate a virtual landscape seeking the best workable deal for themselves and optimising availability and charge overall. Read more here.
Peter Hirst ContributorMore posts by this contributor
At a conference ultimate October, I encountered a fascinating “creature” named AVA that I mentioned in a blog post shortly afterwards.
Though extraordinarily helpful in keeping a conversation going with another conference attendee, AVA was not a person. She (or perhaps I should instruct “it”) was a telepresence-enabled robot that made it workable for an Internet of Things World Forum participant to attend the conference in Chicago while remaining physically in Germany.
Seeing AVA made a tenacious impression on me. So much so that earlier this year I ordered a similar robot to note if they could enable their team at the MIT Sloan School of Management’s Office of Executive Education to toil remotely without missing out on more sociable aspects of work-life in the office.
We already were using the customary array of remote working technologies—chat, video conferencing, the ubiquitous email, and even virtual-reality avatars—but I was noticing that teammates who toil mostly or entirely remotely seemed still to live at a disadvantage. It is too light to forget the person on the phone in the middle of the conference table, or even waving frantically at you from the substantial screen at the End of the room, and those people certainly enact not profit from plenary the side conversations or spontaneity of being able to drop into a colleague’s office for a chat.
In contrast, they are finding that the telepresence robots (we now own three of them for an office of 35 staff) give their remote colleagues a smooth of human date that helps us to toil well together.
Our robot is essentially an iPad on wheels that a remote user can operate and steer around the structure using a web browser or iPhone App. They can drive themselves into a conference play or to another person’s office, for instance, or even to a water cooler or lunch table. The remote user gets an eye-level view of the people they are engaging with, and their more or less life-size kisser is at eye smooth for us too. This way, they own found, they can live allotment of conversations in a much more natural and organic way.
We own furthermore started to experiment with the telepresence robots as a pass to attend executive education programs, to give participants who are unable to live there in person the skill to select allotment in the learning sustain in a more meaningful pass than a traditional video link or webcast. They still believe very strongly, of course, in the power of getting together in person, but when that is not workable or practical, telepresence robots appear to live a viable alternative.
Space Tech Moves Closer To Home
Telepresence robots are an example of the much broader field of telerobotics, an district of engineering that has been affecting steadily away from science fiction into their everyday lives. Telerobots, simply, are robots that are controlled by people to effect tasks remotely. fancy many technologies that they select for granted today, telerobotics got its start (and early R&D funding) in the space exploration and military fields. For example, Curiosity rover made it workable for NASA researchers to accumulate data on the surface of Mars. And they are now sadly close with the image of remote controlled robots being used to defuse improvised explosive devices (IEDs).
Another example that started with a defense application and spawned major scientific, educational and commercial outcomes was pioneered by the legendary deep-sea explorer Dr. Robert Ballard from Woods pocket Oceanographic Institution. He famously used remotely operated submarines in his discovery of the Titanic’s wreck and many other well-known shipwrecks. Today, WHOI scientists are using robots to virtually connect classrooms with underwater expeditions in true time, so that students can sustain the excitement of exploration and discovery first-hand.
Telepresence robots are being used in a wide variety of other applications ranging from medicine to toxic fritter cleanup to art installations. In hard-to-reach communities in Canada, a telerobot named Zeus serves as the eyes and hands of Dr. Mehran Anvari who performs surgeries remotely from St Joseph’s Hospital in Hamilton, Ontario.
As of ultimate year, Dr. Anvari has conducted over 20 operations using telecommunications, robotics, and skilled nurses on site. “It’s the same as if I were sitting in the operating room,” he told the BBC. “I own both my hands on the robot the same pass I would own instruments in both hands.”
Closer to home, researchers from MIT’s Department of Mechanical Engineering own built a bipedal robot named HERMES that has human split-second reflexes, allowing it to poise while performing complicated tasks. The engineers envision HERMES being very useful at disaster sites and other Dangerous environments, with its precise movements controlled by a remote human operator.
Telerobotics, Telecommuting and Accessibility
These and countless other examples of people using robots to effect toil remotely made me prodigy how tremendously useful this could live for making more workplaces accessible to people with physical disabilities. It’s considerable to note the contrast between telepresence and telecommuting, which has been a favorite option for people with mobility challenges.
A growing trend in many industries, telecommuting is actively promoted by organizations that cheer people with disabilities find meaningful employment. toil Without Limits, a Massachusetts network of engaged employers and innovative, collaborative partners that aims to expand employment among individuals with disabilities, cites telecommuting as a highly useful implement for employers interested in making their workplaces more accessible. I wrote about their date with this fine organization in a previous post.
However, telecommuting has recently near under legal scrutiny as a “reasonable accommodation” per the Americans with Disabilities Act (ADA). Just fancy the Ford Motor Company that was the beneficiary of the Sixth Circuit Court conclusion when it reversed its previous opinion to grant telecommuting as “reasonable accommodation” to a disabled employee, many employers are resistant to telecommuting, insisting that toil tasks need to live performed kisser to face.
Perhaps telepresence robots could cheer solve that problem by allowing employees to engage with colleagues, vendors, or customers not only in true time, but furthermore kisser to kisser (via robot), and live able to “move around” an office or a manufacturing floor?
Regardless, I hope that more enlightened employers will note the merit of expanding their mindset beyond “reasonable accommodation” and into “enabled workplace” for everyone.
In the future, no doubt more advanced assistive technologies, prosthetics, “bionics,” current therapies, and the fancy being developed at MIT and elsewhere, will own profoundly profitable impacts for people living and working with mobility challenges and disability (both physical and cognitive.) With an ageing population, of course, that will live an increasing number of us!
Enter Machine-Enabled Workforce
In their best-selling reserve “The Second Machine Age,” my colleagues Erik Brynjolfsson, professor of Management at MIT Sloan, andAndrew McAfee, co-director of the MIT Initiative on the Digital Economy, discuss some very serious concerns about robots replacing people in the workforce. According to their findings, robots today are taking over not only the areas of toil that profit from automation—like factories, warehouses, and distribution centers—but furthermore “knowledge work” that requires performing complicated cognitive tasks. In the opening chapter, the authors caution us about “the second machine age unfolding birthright now.”
They note it as “an inflection point in the history of their economies and societies (…) but one that will bring with it some difficult challenges and choices.” Despite some rather grim predictions, Brynjolfsson and McAfee are optimistic about the future of work.
And so are the authors of a recent Harvard traffic Review article Julia Kirby, editor at big at the Harvard traffic Review, and Thomas Davenport, professor of Information Technology & Management at Babson College. Kirby and Davenport outline five highly tangible approaches that humans involved in learning toil can select to remain pertinent and successful in the workforce of the future.
Combining telerobotics with other technologies that are already enhancing their toil and living spaces could live a worthy boon to employers looking to tap into diverse talent pools. In its Global Human Capital Trends 2015 report, Deloitte lists “Machines as Talent” as one of the major trends and encourages Human Resources professionals to “focus on the opportunities cognitive technologies offer through collaboration between people and machines to cheer execute companies more efficient, productive, and profitable, and jobs more meaningful and engaging.”
As MIT Sloan professor of Management and Information Technology Thomas Malone said, “the future of toil is not man v. machine, but man plus machine.” You can learn more about the matter in Prof. Malone’s current online executive education course, smart Organizations 4DX, in which he and plenary the program participants will live meeting as avatars in a 3D virtual-world classroom.
Happy Humans Are Better Workers
Here at MIT Sloan Executive Education Office, they are definitely not replacing their people with machines, but instead they are using telepresence robots and other information and organizational technologies to cheer their people to live more productive and, they hope, happier workers.
We want to execute sure that people working remotely or in a different time zone are able to fully participate in the work-life of the office. They want to allow people to toil more flexibly in time and place. However, they are not expecting anyone to toil around the clock just because they are not in the office physically.
We own built a structure that seems to live working well so far. About two thirds of their employees toil remotely one to three days a week and they only interrogate everyone to live in the office in person if workable on Wednesdays. They try to hold internal meetings between 10:30 am and 4:30 pm, they dispirit meetings before 8:30 am or after 5:30 pm, and cheer everyone to live considerate about the toil patterns and preferences of others on the team, while still, of course, doing what they need to enact to Get things done efficiently and effectively.
As I explained in a recent interview, what they are finding is that even allowing for some of the challenges of physical distance, people who toil remotely can contribute just as much if not more because they are getting so much back from not wasting time commuting, for example. Overall, esprit and outcomes own improved, as, crucially, has their agility as an organization. These facts are not disconnected.
As a manager, I value very much plenary the extra toil that people on my team are able to enact as a result of these current ways of working. As a leader and human(e) being, though, I value even more how these innovative working practices and technologies are helping us achieve the goal of being a better status to toil for all.
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