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