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Screening algorithms used by Facebook – 2% of effectiveness. Is it an open legal problem?

So far, users have uploaded an enormous amount of 350 billion photos, and nearly 35 million people update their status every day on Facebook platform. With such numbers, it is very difficult to verify the content posted on the platform, which in a considerable number of cases violates community standards. In order to stop this dangerous process, the company had to undertake more technologically demanding solutions, so that it operates in accordance with legal and ethical standards.

Facebook Community Standards

The aforementioned Community Standards are the key for fighting with abuses on the platform. They are simply guidelines developed by Facebook’s employees, which list what is allowed and what is forbidden. They are based on user feedback and expert advice in areas such as technology, public safety and human rights. They apply to all users, are valid worldwide, and apply to all types of content. They have been divided into categories concerning: violence and illegal behaviour, security, objectionable content, integrity and authenticity, and even protection of intellectual property. Each of them describes specific behaviours/content that are strictly prohibited, and the catalogue itself grows with emerging socials problems. The most significant and widespread problem with violations of these standards is hate speech.

Classifiers – screening algorithms

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Spoofing as a form of cybercrime

Along with the development of technology, which gives us more and more opportunities, the risk of cyber-attacks on our personal data is also growing. Hackers are using more and more sophisticated methods of compromising security to achieve their goal. One of the forms of cybercrime is spoofing, i.e. a group of attacks on ICT systems consisting in impersonating another element of the IT system, the effect of which is achieved by placing prepared data packets on the network or incorrect use of protocols.

Spoofing definition

The term “spoof” dates back over a century and refers to any form of trickery. However, today it is mostly used when talking about cybercrime. Spoofing is the act of disguising a communication from an unknown source as being from a known, trusted source, which can apply to emails, phone calls, and websites, or can be more technical, such as a computer spoofing an IP address, Address Resolution Protocol (ARP), or Domain Name System (DNS) server. It can be used to gain access to a target’s personal information, spread malware through infected links or attachments, bypass network access controls, or redistribute traffic to conduct a denial-of-service attack. Also it is a good way to gains access to someone’s device in order to execute a larger cyber-attack. Successful attacks can lead to infected computer systems and networks, data breaches, and loss of revenue – all liable to affect the organization’s public reputation. In addition, spoofing that leads to the rerouting of internet traffic can overwhelm networks or lead customers to malicious sites aimed at stealing information or distributing malware.

How spoofing works?

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Postponement by one year of the entry into force in Poland of the rules on hidden dividends – important information for related entities

Hidden dividend – The Polish New Deal

Costs from related parties will not be allowed as tax costs. This will happen when these costs meet the statutory definition of the so-called “hidden dividend”. The Polish New Deal introduces so far unknown concept of “hidden dividend”. The act in art.16 sec. 1d indicates that certain costs constitute a “hidden dividend” if:

  • the amount or timing of those costs is in any way dependent on the taxpayer making a profit or on the amount of that profit; or
  • a prudent taxable person would not incur such costs or could incur lower costs in the case of comparable supplies performed by a person not connected, within the meaning of Article 11a(1)(3), with the taxable person, whereby in determining those costs the provisions of Articles 11c and 11d shall apply mutatis mutandis, or
  • these costs include remuneration for the right to use assets which were owned or co-owned by a partner (shareholder) or an entity related to a partner (shareholder) before the creation of the taxpayer.

The provisions being introduced aim to end the practice of extracting profits from companies. However, if an entity makes a gross profit and the costs associated with transactions with related parties do not exceed its value, the provisions will not apply.

Related parties

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Amendment of the Polish Act on Foreigners – significant changes for foreigners working in Poland

On 29 January 2022, the Polish Act of 17 December 2021 amending the Act on foreigners and certain other acts entered into force. It contains a number of changes that are important for entrepreneurs and foreigners working and studying in Poland. The main objective of the Act is “primarily to streamline the proceedings concerning the granting of temporary residence permits for foreigners in the territory of the Republic of Poland, in particular temporary residence and work permits” (from the grounds of the draft Act), but also to facilitate the employment of foreigners by Polish entrepreneurs and to shorten the time for processing an application for a national visa.

Changes for Polish entrepreneurs and enterprises

The first significant change for Polish employers is the requirement that a foreigner employed must earn at least the equivalent of the minimum wage regardless of the duration and type of contract. In January 2022, the minimum wage is PLN 3010 gross. The exemption is for foreigners who are to perform work in an occupation requiring high qualifications. The remuneration for such an employee is to be the equivalent of the average salary in the year preceding the application for a temporary residence and work permit. Another change concerns enterprises of strategic importance to the Polish economy. They will be able to employ foreigners faster and more easily than before by obtaining a temporary residence and work permit in these entities.

Changes for foreign workers

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KIELTYKA GLADKOWSKI KG LEGAL TAKES PART IN TRAINING DEVOTED TO ACCESS2MARKETS PLATFORM

On 10 February 2022 KIELTYKA GLADKOWSKI KG LEGAL will take part in the training organized by the European Commission. The topic of the meeting will be the Access2Markets platform and its dedicated tools and their application. The training will cover a full presentation of the Access2Markets platform, including the tools:

My sales assistant – (export and import information on tariffs, taxes and import formalities, customs procedures),

Trade and investment barriers,

Trading statistics,

ROSA (a tool for self-assessment of compliance with the rules of origin in preferential EU-third countries trade agreements),

Single Entry Point – reporting barriers on third-country markets to the European Commission,

Preferential trade agreements between the EU and third countries,

Access2Procurement.

https://trade.ec.europa.eu/access-to-markets/pl/home

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