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Copyright and Artificial Intelligence: An Exceptional Tale

As the US government begins to consider some of the legal implications for copyright in connection with the development and deployment of artificial intelligence, it is important to first step back to ensure that we are properly guided by context and a proper understanding of our goals — grounded in an informed grasp of the relationship of copyright to the development of AI, and a fair observation of the state of legal developments around the world. Far too many observers have oversimplified how various countries have addressed the relationship between copyright and AI. The reality is that all who have done so have rejected the notion that copyright is not implicated, and have developed legal norms which carefully limit the scope of any exceptions with an eye towards facilitating licensing, even when they seek to expand the development of AI as a national economic imperative.

I have written about the approach taken by the EU in the updated Copyright Directive, and note here that despite claims about Japan’s legislation, even their provisions — as manifested in the 2018 amendments, are designed to avoid conflict with the legitimate interests of copyright owners. While I don’t necessarily agree with Japan’s approach, it is important to highlight that even its exceptions, as I understand them: recognize that text and data mining/machine learning does in fact implicate copyright; apply only to materials that have been lawfully acquired; require that the use of each work is “minor” relative to the TDM effort; and provide that license terms must be honored. While it remains unclear to me that Japan’s goal of respecting copyright as required by international law has been achieved, it is important to understand that claims that Japan has removed copyright as an issue that must be addressed in the development of AI are inaccurate.

Eric Verdin at Rejuvenation Startup Summit 2022

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Studying complex criminal networks with new statistical tools

The word “network” has become part of our everyday language, in particular since the rise of online social networks. However, human interactions are not only aimed at sociability and fun. Criminals also interact with each other to plan their illicit actions, especially in organized crime.

Motivated by openly available data and publicly released judicial documents from a law-enforcement operation named “Operazione Infinito,” which was conducted in Lombardy between 2007 and 2009 to tackle the ‘Ndrangheta mafia, Bocconi Professor Daniele Durante and his co-authors have developed a new class of statistical models for grouping together with similar connectivity patterns, thus shedding further light on the community structure of criminal organizations.

In fact, within most networks, not all the nodes—that here represent criminals—are connected to each other, and community structures typically arise. The simplest type of community structure is characterized by dense connections within each community, and sparser connections across different communities. This corresponds to the idea that each individual is more likely to connect with the individuals belonging to the same community.

Discovery of a law of friction leads to a material that minimizes energy loss

The fundamental laws of friction remain a mystery to this day.

Researchers at the NYU Tandon School of Engineering have discovered a fundamental friction law that is leading to the design of two-dimensional materials capable of minimizing energy loss, according to a press release from the institution published on Thursday.

Friction lies behind the invention and development of many of today’s most advanced technologies, however, its fundamental laws remain obscure to this day despite many developments in the field.


NYU Tandon School of Engineering professor of Chemical and Biomolecular Engineering Elisa Riedo and postdoctoral researcher Martin Rejhon have found evidence of a new law of friction.

Scientists Astonished

‘Like conductive Play-Doh’: breakthrough could point way to a new class of materials for electronic devices.

University of Chicago.

Founded in 1,890, the University of Chicago (UChicago, U of C, or Chicago) is a private research university in Chicago, Illinois. Located on a 217-acre campus in Chicago’s Hyde Park neighborhood, near Lake Michigan, the school holds top-ten positions in various national and international rankings. UChicago is also well known for its professional schools: Pritzker School of Medicine, Booth School of Business, Law School, School of Social Service Administration, Harris School of Public Policy Studies, Divinity School and the Graham School of Continuing Liberal and Professional Studies, and Pritzker School of Molecular Engineering.

Here are some of the best internet reactions to Elon Musk buying Twitter

There is a mix of excitement and fear and lots of memes.

After much back and forth and a lawsuit, four days ago, Elon Musk completed his $44 billion takeover of the social media platform Twitter. Musk had put the deal on hold after his initial offer earlier this year. Later he backed out, citing a high number of fake or spam accounts on the platform, a point that then-CEO Aggarwal had publicly denied.

Musk was then taken to court by Twitter’s lawyers. The court had given the two parties time till the month’s end to work out a deal.

As soon as Musk acquired Twitter, he proceeded to fire CEO Parag Aggarwal, finance executive Ned Segal, and legal and policy executive Vijaya Gadde.


Billionaire CEO Elon Musk has finally bought Twitter after a long saga of back-and-forth negotiations and even a lawsuit. The internet is both excited and afraid, and people are expressing their opinions in all kinds of ways.

Alex Blyth at Rejuvenation Startup Summit 2022

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Elon Musk could fire 5,000 employees at Twitter due to ‘bloat’

Tesla CEO sees Twitter as a ‘bloated’ organization, employing far more people for its revenues.

Elon Musk’s Twitter takeover has entered an interesting stage where he can sit down with the company’s lawyers and iron out a deal. However, the deal could see 5,000 employees facing the axe at Twitter, Washington Post.

Difficult times at Twitter.


Heisenberg Media/ Wikimedia Commons.

Twitter currently employs 7,500 workers, and documents accessed by the media outlet show that Musk plans to trim down the workforce by as much as 75 percent, down to a skeleton staff of just 2,000. In internal Slack channels, employees have reacted to this news with anger, WaPo reported.

The first prototype of the eight propeller flying car Alef unveiled

The street-legal eVTOL costs only $300k.

A California-based sustainable electric transportation company unveiled the prototype of a flying car, according to a company release. The Alef “Model A,” the only flying automobile with street-legal driving and vertical takeoff abilities, is presented by Alef Aeronautics, a cutting-edge technology company developing alternative transportation solutions for soaring traffic patterns.

Alef uses innovative technology to elevate the vehicle securely above regular traffic, enabling quicker, simpler travel, and reducing the load of urban congestion.


Alef Aeuronautics.

The Alef “Model A,” the only flying automobile with street-legal driving and vertical takeoff abilities, is presented by Alef Aeronautics, a cutting-edge technology company developing alternative transportation solutions for soaring traffic patterns.