Member News

Wilson Sonsini | Legal Requirements for Mitigating Bias in AI Systems

An alphabet soup of U.S. government agencies has taken steps toward regulating artificial intelligence (AI). Last year, Congress passed the National Artificial Intelligence Initiative Act, which creates numerous new initiatives, committees, and workflows on AI, with the goal of preparing the federal workforce, conducting and funding research, and identifying and mitigating against risks. In November 2021, the White House announced efforts to create a bill of rights for an automated society. And members of Congress are introducing bills like...

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Member News

Troutman Pepper | SEC Throws Down the Gauntlet and Proposes Significant New Private Fund Adviser Rules/Amendments to Existing Investment Advisers Act Rules

On February 9, the Securities and Exchange Commission (SEC) proposed numerous new rules and amendments to existing rules and Form ADV under the Investment Advisers Act of 1940, as amended (Advisers Act). The proposed changes significantly impact private funds, as well as compliance, cybersecurity risk management, and books and records requirements for all registrants. The SEC issued the proposals under three distinct releases: (1) private fund advisers; documentation of registered investment adviser compliance reviews; (2) cybersecurity risk management for...

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Chapter News

IMF | Median Inflation Gauge Offers Better Read on Price Trends

'Using an alternative measure may help separate the signal from the noise.' Economists debating inflation in the United States are confronting a difficult challenge: stripping out volatile price changes to gauge underlying pressures. The most common measure of underlying or “core” inflation, which excludes volatile food and energy prices, has been hard to read during the pandemic. The traditional measure came into wider use in the 1970s, when volatile energy prices caused inflation spikes. Our research shows that...

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Member News

CEA Legal | Financing in Connection With a Real Estate Purchase

The financing to purchase a residential property can be either a traditional loan from an institutional lender, a purchase money mortgage from the seller of the property financed, or a hard money loan from a private lender. Institutional Lender This is the most common form of financing obtained in connection with a residential purchase. The loan application is based on the economic conditions of the borrower. Once this is approved, the institutional lender issues a “commitment letter”, which summarizes the terms...

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Member News

CLA | Inflation Can Create Tax Opportunities

America has not seen double digit inflation since 1980. While we are still far from double digits, the 7% inflation rate in 2021 was twice what it has been over the last 30 years. Economists don’t agree on whether this inflationary trend will continue into 2022 and beyond, but most feel that it will at least be higher than in recent history. LIFO Inventory Valuation Method LIFO, (Last In First Out) is a method of accounting used to value inventory. If...

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Member News

ACG Resources | Unemployment is high. Why is no one applying?

The job market has shifted tremendously in 2020. Frequently, hiring managers and decision-makers ask our team, "With unemployment being so high, where are all the candidates?" or "Why should I hire a recruiter when unemployment is so high? Can't I just post the job and have my pick of candidates?" Let’s take a look at these questions. The first thing we suggest is to look at the industry you are in. We are in unprecedented times and facing statistics and...

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Member News

Vulcan Insight | EU Commission proposes Chips Act to tackle semiconductor shortages

The European Commission proposed a comprehensive set of measures on Tuesday to ensure the EU’s security of supply, resilience, and technological leadership in semiconductor technology. The European Chips Act is hoped to increase Europe’s competitiveness and resilience, while also driving the digital and green transition. If successful, it will help the EU achieve its goal of doubling its existing market share to 20% by 2030. Recent global semiconductor shortages forced the closure of factories in a wide range of industries,...

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Chapter News

OECD launches public consultation on the tax challenges of digitalisation with the release of a first building block under Pillar One

Following the agreement reached in October 2021 by over 135 members of the OECD/G20 Inclusive Framework on BEPS to a two-pillar solution to address the tax challenges arising from digitalisation and globalisation of the economy, work on the implementation of the two-pillar plan is well underway. As part of this next phase, the Inclusive Framework will consult stakeholders on a number of aspects of Pillar One and Pillar Two over the coming months. Pillar One For Amount A of Pillar One,...

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Chapter News

IMF | Europe’s Consumers are Sitting on 1 Trillion Euros in Pandemic Savings

In ordinary times, Europeans save around 12 percent of their income. But as families stayed at home and furlough schemes supported income during the pandemic, this savings rate increased sharply to almost 19 percent in 2020 and 2021. As shown in this Chart of the Week, we estimate that households in the euro area saved nearly 1 trillion euros more in those two years than they would have done if the pandemic never happened. In other words, people saved a...

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Chapter News

Winter 2022 Economic Forecast: Growth expected to regain traction after winter slowdown

The Winter 2022 Economic Forecast projects that, following a notable expansion by 5.3% in 2021, the EU economy will grow by 4.0% in 2022 and 2.8% in 2023. Growth in the euro area is also expected at 4.0% in 2022, moderating to 2.7% in 2023. The EU as a whole reached its pre-pandemic level of GDP in the third quarter of 2021 and all Member States are projected to have passed this milestone by the end of 2022. Economic growth...

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