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QUESTION ONE [20] Read the scenario below and answer the question that follows: ClearNet Legal AI is a software tool used by law firms to assess client credibility by analysing past communications and social media patterns. While it improves case preparation speed, critics argue it introduces privacy invasions and could entrench bias, especially for clients from marginalised backgrounds. A whistle-blower claimed that ClearNets developers were aware of potential profiling risks but chose not to redesign the algorithm due to cost and time constraints. Law firms continue using the system without full disclosure to clients. The companys ethics committee raised concerns, but the board viewed them as advisory only and not binding. Data regulators in several jurisdictions are now investigating possible violations of legal confidentiality and informed client consent. Evaluate the ethical risks posed by ClearNet Legal AIs application and propose how law firms can balance innovation with professional responsibility and data ethics.

WHAT IS THE CPT CODE FOR: IMPRESSION AND PLAN: Accelerated hypertension. No clear-cut etiology for recent worsening since renal artery stenosis was ruled out by negative MRA. I could only blame possible fluid retention as a cause of the patient's accelerated hypertension. He was started on hydrochlorothiazide less than two weeks ago with some improvement in his hypertension. At this point, I would not pursue a diagnosis of renal artery stenosis. Since he is maxed out on lisinopril and his pulse is 60, I would not increase beta-blocker or ACE inhibitor. I will continue HCTZ at 24 mg daily. The patient was told to be strict with his salt intake. He will report to me in 10 days with the result of his blood pressure

Consider the probability space ([0, 1], B[0, 1], P), where B[0, 1] denotes the Borel σ-algebra on [0, 1] and P denotes Lebesgue measure. Let X(ω) = ω and Y (ω) = 2|ω − 1/2|. (a) Show that X and Y are random variables.

The viral online sensation of the "The Dress" that we discussed in class occurred because people couldn't agree on what colors the dress was. This is a real-world demonstration that Question 3 options: the colors we perceive depend on what we assume to be the source of illumination more people are color blind than they realize the perception of color is purely a construct of the mind you need to see something to believe it women perceive colors differently than men

comment on why being ethical is important, especially in accounting, and why. Do you believe most people are ethical and understand the importance of ethical decision making? Explain.

QUESTION TWO [20] Read the scenario below and answer the question that follows: MediLink Research is a global clinical trial organisation conducting vaccine testing in multiple developing countries. While the company meets formal consent requirements, field reports show that participants often do not understand the medical risks due to language barriers and lack of formal education. MediLink compensates them with small stipends and food parcels, which local ethics observers argue could unduly influence consent. Internal emails reveal that the companys legal team approved these procedures as compliant but aggressive. Although the board signed off on ethics documentation, they ignored calls for community review boards and long-term patient monitoring. Public concern intensified after trial results were commercialised into a drug priced far beyond the reach of participants. Human rights groups now question the legitimacy of MediLinks ethical review process and call for greater accountability in cross-border medical research. Analyse the ethical shortcomings in MediLinks consent and pricing practices and recommend how corporate governance and international ethics standards can ensure fairness in medical research.

Describe a feature of a piece of software and then describe the attributes of that feature that should be tested to assess the quality of the feature and finally the values that should be tested. This is similar to the equivalence class approach described in Chapter 10. If the feature is n ot well-known and/or some of the values might not be clear, add comments make things clear. Two examples are below: Example 1: Consider the feature of an ATM where a person wants to withdraw cash. Attribute Values Comments Network connection Online, Offline If the connection is offline, then a message should be displayed on the screen saying that the machine is unavailable. Card condition Card is read, Card can't be read PIN Valid, Invalid Withdraw Amount Account has enough money, Account doesn't have enough money ATM Cash on hand Withdraw amount <= cash on hand, Withdraw amount > cash on hand. Example 2: A player comes to bat in an online baseball game. Attribute Values Pitch Strike, Ball, Pitch hits batter Response to pitch Swing, Don't swing Result of swing Miss, Hit-foul, Hit-fair play Result of foul ball Caught, Not caught Result of hit into field of play Caught, Not caught Result of hit into field of play that is not caught Single, Double, Triple, Homerun, Thrown or tagged out

What are the four principal modes for moving freight? Which of these modes carries the largest share of tonne-kms? Which carries the lowest?

According to the following responsibilities, give BUSINESS ANALYST TSSS position Cover letter for job purpose at T Toronto Shelter & Support Services, Service Planning & Integrity Division at the city of Toronto. Major Responsibilities include: Leads the collection, analysis and reporting of large data sets of operational and client demographic data. Conducts analysis to measure the effectiveness and efficiencies of service delivery methods and designs processes to track those indicators Leads the development of Key Performance Indicators (KPIs) for the division and supports business units to engage in performance measurement. Leads business process mapping exercises with key stakeholders to identify any gaps and opportunities for improvement. Prepares spreadsheets for trending info/analysis, obtaining and reviewing explanations for discrepancies as well as preparing management reports for review which includes analysis and recommendations. Provides strategic advice and support in areas such as management control tools and reporting, performance measurement, performance data reporting, data governance best practices and program and service review. Prepares reports for management highlighting trending information/data and discrepancies, making recommendations on changes in business methods and processes, including appropriate resource allocation. Develops options for, documents and implements standard operating policies, procedures, business process reviews, management practices and recommends changes to support management functions and improve equity of service delivery. Develops and delivers visual presentations, briefing materials and other documentation. Prepares business cases, feasibility studies, cost/benefit analyses, risk assessment, contingency planning. Develops project charters, business, and functional/technical requirements, designing documents, training strategies and plans and user documentation. Develops terms of reference and methodologies for review. Builds and manages relationships with divisional teams and staff working groups, committees and external groups. Implements detailed plans and recommends policies/procedures regarding specific business and program requirements. Identifies a range of feasible options for operations, policies, technology, information systems and management practices, assessing the implications and viability of each option and recommending changes to improve equity of service delivery.

Describe abstraction methods, compare technical to document methods. MIT OCW Lecture 1 content: Use the light bulb filament as a resistor example, and KVL and KCL as abstractions of Maxwell’s equations. Later we will describe the key lumping methods of circuit abstractions for RLC components in circuits