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Harry Potter Dreams Come True With Facebook AI Invisibility Cloak

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Harry Potter Dreams Come True With Facebook AI Invisibility Cloak

This “Invisibility Cloak” powered by AI in the real world will protect you from AI cameras.

Historically, invisibility cloaks have only existed in science fiction, but thanks to Harry Potter, individuals may soon be able to fulfill their fantasies. Recently, a group of University of Maryland, College Park researchers collaborated with Facebook AI to create a genuine “invisibility cloak.” The cloak, which is actually a vibrant sweater, instantly erases you from a machine’s field of view. According to a Gagadget story, the study team used adversarial patterns on the sweater to hide the individual from most popular object detectors. Simply, a human becomes “invisible” in the eyes of AI models that recognize persons when wearing a sweater.

The developers originally set aimed to test machine learning systems for flaws, but the outcome was a print on clothing that AI cameras can’t see. With the caption, “This sweater produced by the University of Maryland leverages “adversarial patterns” to become an invisibility cloak against AI,” a user on Reddit posted a video of the test footage. “In the office or on the run, this chic pullover is a terrific way to remain warm this winter. It has a contemporary fit, a stay-dry microfleece lining, and a competitive pattern that eludes the majority of object detectors. For demonstration, a pattern trained on the COCO dataset with a properly crafted objective is used to avoid the YOLOv2 detector “the group created.

The SOCO dataset, which is used to train the computer vision system YOLOv2, was used by the researchers to find a pattern that aids in recognizing a person. The identical process produced the opposing pattern, which was then turned into an image—a print on a sweater. The owner of such a sweater can therefore avoid being discovered by security systems.

The team’s explanation of the project can be found on the University of Maryland website “Instead of detectors, which pinpoint specific items inside an image, the majority of research on actual adversarial attacks has concentrated on classifiers, which give an overall label to the entire image. Thousands of “priors”—potential bounding boxes—with varying positions, sizes, and aspect ratios are taken into account by detectors as they search through the image. It is far more difficult to trick an object detector’s single output than it is to trick a classifier’s single output since an adversarial example must successfully trick every prior in the image.”

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The “magic sweater” captured the attention of many Redditors, but several questioned its efficacy. One user made fun of it by joking that it was “so ugly even AI doesn’t want to view it.” One more said, “I mean.” It could be a stretch to claim invisibility. He is still visible to the camera, but not entirely. Am I mistaken in assuming that the police might use this to track down criminals? The YOLOv2-targeting adversarial sweatshirts only had a 50% success rate in the wearable test, according to a Hackster report

The post Harry Potter Dreams Come True with Facebook AI Invisibility Cloak appeared first on Analytics Insight.

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Artificial Intelligence

Top 5 Artificial Intelligence Hardware Released In 2022

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Top 5 Artificial Intelligence Hardware Released In 2022

Massive advancements in chip capabilities and the creation of supercomputers were seen in the hardware sector in 2022. The need for improved processors to effectively analyze and infer from larger datasets is growing in relevance as the machine learning and artificial intelligence fields continue to expand. However, ordinary purpose processors cannot do this deep learning computation. Therefore, entrepreneurs are entering the market to increase manufacturing together with large corporations like NVIDIA and Intel.

Here is a list of the top 5 best AI hardware released in 2022 –

  1. AIU Chip by IBM – It was created with less precision than a CPU would require. The use of approximate computation was crucial in this.
  2. Tensor Processing Unit (TPU) by Google – This can handle data 10 to 100 times quicker than other CPUs, specifically designed for machine learning applications.
  3. The Nervana Neural Network Processor by Intel – It enables distributed learning algorithms and systems that scale up deep learning reasoning by utilizing more sophisticated types of AI.
  4. V100 GPU Accelerator by NVIDIA Tesla – It provides the performance of up to 100 CPUs in a single GPU. Data scientists can now focus more on inventing the next AI breakthrough and less time on memory optimization.
  5. Xeon Scalable Processor by Intel – this innovative processor sets a new level of platform convergence and capabilities across computing, storage, memory, network, and security.

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Top 10 Venture Capitalists For Emerging AI Companies To Follow In 2023

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Top 10 Venture Capitalists For Emerging AI Companies To Follow In 2023

The venture capitalists for emerging AI companies offer massive amounts of facilities to AI pioneers

Due to the growing need for artificial intelligence, tech pioneers and innovators are moving on to this burgeoning domain to help flourish this sector. Avant-garde AI companies are rapidly analyzing the needs of the industry and are helping leaders fight against major turmoil. To aid this need, venture capitalists are increasingly becoming more involved in investing in these AI companies. Here are have listed the top venture capitalists for emerging AI companies that leaders should follow.

Accel

Accel is an early and growth-stage venture capital firm that powers a global community of entrepreneurs. Accel backs entrepreneurs who have what it takes to build a world-class, category-defining business. The company brings more than three decades of experience in building and supporting companies. Accel’s vision for entrepreneurship and business enables it to identify and invest in the companies that will be responsible for the growth of next-generation industries.

Accubits

Accubits is an AI and Blockchain focused development and solutions company based in Washington DC with its development offices in India and Dubai. Pioneering as a custom Blockchain solutions provider delivering solutions ever since 2012. It is a big family of engineers, innovators, inventors and many others continually working to help its customers in leveraging their business and adding value to their lives.

AEye

AEye is the creator of iDAR™ (Intelligent Detection and Ranging), the premier artificial perception platform for vehicle autonomy, ADAS, and robotic vision applications where safety is the priority. iDAR fuses solid-state agile LiDAR, an optional camera, and integrated AI to create a smart, software definable sensor that extracts only the data that matters – enabling fast, accurate perception.

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Alibaba Cloud

Alibaba Cloud develops highly scalable cloud computing and data management services. As the cloud computing arm and business unit of Alibaba Group, It provides a comprehensive suite of global cloud computing services to power both our international customers’ online businesses and Alibaba Group’s own e-commerce ecosystem. Alibaba Cloud’sinternational operations are registered and headquartered in Singapore, and the company has international teams stationed in Dubai, Frankfurt, Hong Kong, London, New York, Paris, San Mateo, Seoul, Singapore, Sydney, and Tokyo.

AlphaSense

Since 2011, AlphaSense’s AI-based technology has helped professionals make smarter business decisions by delivering insights from an extensive universe of public and private content—including company filings, event transcripts, news, trade journals, and equity research. Company’s mission is to organize the world’s business information and leverage technology to enable companies to make smarter, faster, and more confident decisions.

Amazon

Amazon is an international e-commerce website for consumers, sellers, and content creators. It offers users merchandise and content purchased for resale from vendors and those offered by third-party sellers. Operating in North American and International markets, Amazon provides its services through websites such as amazon.com and amazon.ca. It Also enables authors, musicians, filmmakers, app developers, and others to publish and sell content via its branded websites.

Analytics Ventures

Analytics Ventures (AV) is a venture studio fund dedicated to the inception of new ventures harnessing innovations in Artificial Intelligence. The company believes that Artificial Intelligence is still in the early stages of its maturity cycle, and as such, the biggest value in the field continues to come from entrepreneurs, researchers, and early-stage investors. AV has partnered with corporations, researchers, and entrepreneurs to provide a proven execution model and best in class AI expertise.

Andreessen Horowitz

Andreessen Horowitz is a venture capital firm specializing in investing in seed, start-ups, early, mid-stage, growth, and late-stage. It prefers to invest in the social media business and technology sector with a focus on software, back-end infrastructure, the infrastructure of the Internet, cloud computing, enterprise software and services, consumer, business Internet, mobile-Internet, consumer Internet, cloud computing, data storage, social network browsers data-storage, consumer electronics, networking functions, software related biology, biotech, and medicine companies at the intersection of computer science and life sciences with a focus on digital therapeutics, cloud technology in biology, and computational medicine.

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Anduril Industries

Anduril Industries is a defense product company that builds technology for military agencies and border surveillance. Anduril commits top technical talent to solve the most complex national security challenges. The company is building the next generation of technology that will aid and protect those who serve on the front lines defending the nation and its interests. Its mission is to develop cutting-edge technology that enables America and its allies to maintain global leadership now and into the future.

Aurea Software

Aurea is the technology behind some of the world’s greatest customer experiences, from British Airways in the sky to Disney World on the ground. And they transform your experience with the company through a Client Success Program™ that ensures you achieve your goals, every step of the way. Aurea is a very different kind of software company – and they deliver very different results.

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Meta Has Showcased The Pinnacles Of AI In The Gaming Industry

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Meta Has Showcased The Pinnacles Of AI In The Gaming Industry

CICERO, the AI that plays games for Meta has human-like alliance-making abilities

The first artificial intelligence (AI) agent, CICERO, performed at a human level in the well-known strategy game Diplomacy. Although CICERO can only be used to play diplomacy, the technology that underlies it applies to numerous other uses. Because it involves players comprehending people’s motivations and views, formulating intricate plans and change strategies, and using language to persuade individuals to form alliances, diplomacy has been seen as an almost insurmountable issue in AI.

In an online version of the well-known strategy game Diplomacy, in which seven players compete for control of Europe by moving pieces around on a map, Meta has developed an AI that can outperform humans. Players in Diplomacy must communicate with one another, build alliances, use bargaining strategies, and recognize when others are bluffing, in contrast to other board games that AI has mastered like chess and Go. When compared to 82 human players playing 40 online games, the AI Cicero placed in the top 10%. (Who were not aware they were competing against a bot). Cicero won an eight-game competition with 21 other competitors. In a publication that was published in Science, Meta described its work.

Meta combines two separate types of AI to create Cicero; one, a reinforcement learning model that decides which moves to make, and two, a huge language model that engages in conversation with other players. Based on the current condition of the board and its previous talks with the other players, Cicero predicts how the other players will behave at each stage of the game. It then determines how participants might cooperate for everyone’s advantage and creates messages to further those ends. It’s important to learn how to play diplomacy for several reasons. Each step is preceded by a lengthy negotiation in which players converse in pairs to create alliances or gang up on competitors. This game not only involves several players who make actions simultaneously, but it also involves numerous players. Players then choose which pieces to move and whether or not to honor a deal after this round of negotiating.

Cicero wasn’t flawless. Even yet, it occasionally issued communications that were contradictory to its plans or strategic errors. It’s also important because, unlike games like chess or go, which have winners and losers at the end, real-world issues frequently do not have such clear-cut solutions. Often, finding compromises and workarounds is more valuable than succeeding. According to Meta, people frequently prefer working with it to other players. Cicero, according to Meta, is a step toward AI that may aid in a variety of complex issues needing compromises, such as arranging routes around heavy traffic and contract negotiations.

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CICERO heralds the dawn of a new era for AI that can cooperate with people while playing games using strategic reasoning and natural language processing, and the lessons learned from such technology may one day result in collaborative intelligent assistants.

The post Meta has Showcased the Pinnacles of AI in the Gaming Industry appeared first on Analytics Insight.

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