LLM-ADE
Collection
Large Language Models with Adaptive Data Engineering
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5 items
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Updated
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Question
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From the options below, what does Gilead’s TRANScend program focus on?
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Transcultural arts and education
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Transnational technology transfers
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Transgender health and well-being
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Transport and logistics improvements
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How did ADI perceive the potential for Maxim’s growth post-acquisition?
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Doubtful about improvement
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Optimistic about accelerating growth
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None of the above
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Planning to divest parts of Maxim
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How did ADI plan to integrate Maxim’s strengths into its operations?
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By downsizing
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None of the above
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By leveraging Maxim’s manufacturing efficiencies
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By restructuring management
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How do companies view its financial strategy during challenging market conditions?
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Quick divestment
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Aggressive acquisition
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Continuation of proven strategies
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Temporary suspension of operations
| 3 |
How does Frame.io enhance the sharing of project versions?
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Through encrypted emails
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Social media integration
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Peer-to-peer network sharing
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Custom presentation layouts
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How does Frame.io help in managing product versions and client feedback?
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By tracking changes in a blockchain
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Through version control systems
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Customizable feedback channels
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By maintaining a change log
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How does NVIDIA describe its position in the healthcare sector?
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As a minor player
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As a leading provider of financial analytics
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As primarily a research organization
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As intersecting critical computer sciences
| 3 |
How does Salesforce describe its approach to customer platforms?
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Limited to tech solutions
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Leading in cost reduction
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Comprehensive ecosystem
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Non-competitive
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How does seasonality affect the Creative Cloud business?
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Affects web traffic and customer engagement
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Reduces enterprise adoption
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Reduces customer churn
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Increases web traffic
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In the transcript, what is emphasized as a significant part of the company's strategy?
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Maintaining high capital levels
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Decreasing operational costs
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Customer and employee satisfaction
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Reducing environmental footprints
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In what area did ADI see an opportunity for revenue generation due to a merger?
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Consumer electronics
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None of the above
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Customer intimacy and field organization
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Manufacturing efficiencies
| 2 |
In what scenario is Frame.io's Camera to Cloud feature particularly useful?
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For archival of old footage
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During live broadcasting
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For projects requiring immediate post-production
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When working with virtual reality content
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What are the three main uses of surplus cash mentioned in a corporate strategy?
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Marketing expansion, new hires, office upgrades
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Investment, returning it to shareholders, or spending on mergers and acquisitions
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Hiring consultants, outsourcing, technology upgrades
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Purchase of stocks, bonds, real estate
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What are two business areas mentioned as recently strengthened at ADI from acquisitions?
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Digital marketing and consumer relations
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Logistics and distribution operations
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Microwave and RF, and power franchise
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Software development and customer support
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What does Frame.io integrate with to enhance video production workflows?
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Salesforce
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Adobe Creative Cloud
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Trello
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Microsoft Excel
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What does Frame.io offer to manage multiple productions and teams effectively?
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Single project interface
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Individual file access
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Separate team environments
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Unified user settings
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What does Gilead's FOCUS program concentrate on?
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Early detection of diabetes
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Early cancer detection
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Early HIV detection
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Early detection of cardiovascular diseases
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What does Gilead's RADIAN initiative aim to address?
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Educational disparities
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Economic inequalities
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Health inequities
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Environmental issues
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What does the integration of Mailchimp signify for Salesforce?
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Enriching customer relationship management
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A shift away from cloud-based solutions
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A move towards standalone software
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A reduced focus on marketing
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What does Visa's Cloud Connect aim to improve?
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Cost efficiency
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Connectivity to systems
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Security measures
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Transaction speed
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What does Visa's integration of Cloud Connect aim to improve?
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Speed of transactions
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Ease of connecting to Visa's systems
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Cost of transactions
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Security of transactions
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What drives Microsoft's commercial bookings growth?
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New product launches
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Customer service improvements
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Expansion into new markets
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Consistent execution across sales motions
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What feature does Frame.io provide to protect shared content?
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Biometric security
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Watermarking
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Two-factor authentication
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Password-protected links
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What innovative approach is Dish Network using to launch its network?
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Greenfield design with free spectrum
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Legacy network upgrades
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Satellite technology
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Traditional cable infrastructure
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What is a key feature of Frame.io for editors and animators?
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Automated scene detection
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Frame-accurate comments
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Background noise reduction
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Auto-color correction
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What is a unique selling point of Frame.io for cinematographers?
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Automatic video editing
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Lens distortion correction
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Color grading presets
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Instant sharing of takes
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What is American Tower's plan regarding mobile edge deployment?
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To decrease investment in edge facilities
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To reduce the number of sites
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To break ground on a new edge facility
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To focus solely on urban areas
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What is Ford Motor Company's highest priority?
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Launch new products
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Expand geographically
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Increase market share
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Execute their fix and accelerate plan
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What is the focus of Cisco's strategy in dealing with market volatility?
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Phasing out older technologies
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Expanding retail operations
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Mergers and acquisitions
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Reducing investments in technology
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What is the impact of seasonality on Creative Cloud's business as described?
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Negligible impact
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Primarily affects web traffic
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Causes an increase in customer churn
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Leads to a decrease in enterprise adoption
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What is the main advantage of the Transfer app in Frame.io?
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Social media integration
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Real-time collaboration
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Video conferencing
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High-speed file transfers
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What is the main benefit of Frame.io's enterprise security feature?
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Faster rendering of videos
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Cloud storage optimization
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High encryption security standards
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Advanced editing tools
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What is the main purpose of the COMPASS Initiative for Gilead?
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To improve technology access in underdeveloped areas
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To combat digital misinformation
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To fund technological startups
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To support communities affected by health disparities
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What is the primary function of Frame.io's Camera to Cloud feature?
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Enhancing video editing
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Live streaming events
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Speeding up media transfer from set to post
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Secure file storage
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What is Ultra Cruise designed to accomplish in terms of driving capabilities?
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Full automation without driver supervision
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Replace all forms of manual driving
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Cover 95% of driving scenarios with supervision
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Automation in urban areas only
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What led to the substantial growth of OPDIVO, specifically in the GI space?
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Introduction of a new marketing strategy
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Reduction in production costs
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Approval in specific types of cancer
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Expansion into new geographic markets
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What role does predictive analytics play in modern HR departments?
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It predicts stock options performance.
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It assists in annual employee performance reviews.
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It addresses common issues proactively before they reach HR.
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It helps in strategic planning.
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What strategy does ADI plan to use to improve the acquired company's interaction with customers?
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Reducing product prices
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None of the above
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Utilizing ADI’s field organization for better customer intimacy
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Merging product lines
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What technology did Dish Network use in launching their network?
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3G to 4G migration
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Satellite connections
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Greenfield design and free spectrum
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Cable infrastructure
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What term does American Tower use to discuss the Covid pandemic?
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The pandemic
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The virus
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The situation
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The crisis
| 2 |
What unique approach does Dish Network use for its network?
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Traditional methods similar to other telecoms
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Only 5G technology
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Greenfield design, free spectrum, and 5G from the start
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A mix of 3G, 4G, and 5G technologies
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What was ADI’s approach to improving margins at Linear?
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Increasing product prices
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Cutting operational costs
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None of the above
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Expanding into new markets
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What was BlackRock's target for organic base fee growth?
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At or above 5%
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4%
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6%
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3%
| 1 |
What was the focus of the acquired company's manufacturing that ADI admired?
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Customer service
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Cost efficiencies
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Product innovation
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None of the above
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What was the primary reason for ADI's acquisition of Maxim according to the discussion?
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None of the above
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To diversify product offerings
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To enhance manufacturing and customer relations
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To eliminate a competitor
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Which application allows review of high-quality color and picture for video in Frame.io?
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Mobile app
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Web browser
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Apple TV app
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Desktop app
| 2 |
Which area did not contribute to ADI’s interest in acquiring Maxim?
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None of the above
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Consumer electronics
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Communications and data center
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ASSP power
| 1 |
Which integration allows comments to appear directly in the editor’s timeline in Frame.io?
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Microsoft Teams
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Adobe Premiere Pro
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Google Docs
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Slack
| 4 |
Which program is associated with improving medication for Gilead?
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Medication Access program
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Patient Assistance program
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Health Innovation fund
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Community Support program
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Which therapeutic areas is Gilead involved in according to their website?
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Neurology, dermatology, and pediatrics
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Immunology, nephrology, and ophthalmology
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Cardiology, endocrinology, and gynecology
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Virology, oncology, and inflammation
| 2 |
Dataset Summary This dataset is composed of 50 qeustions to test for earnings_10k dataset as part of the LLM-ADE framework (https://arxiv.org/abs/2404.13028), specifically designed to test for native processing/training. We incorporate these qeustions into lm-evalaution-harness (https://github.com/EleutherAI/lm-evaluation-harness) to test our LLM-ADE enhanced model to score if the training was successful.