Expert Q&A
The most important questions about AI.
From Best Practice AI.
The same evidence base that powers Ask BPAI — browse Q&A by topic, or page through the full list below.
Browse Q&A by topicJump to adoption, productivity, governance, models, and other topic areas.
Showing 91–120 of 210 questions
- How do you build a credible internal business case for AI investment that will survive board scrutiny?TechnologyAI Investment & Valuations
- What are the most common and costly mistakes organisations make in early AI adoption?AI Adoption & Diffusion
- How should a board approach its first serious AI strategy discussion — what questions should it be asking?AI Adoption & Diffusion
- Which industries are leading in AI adoption, and what explains the variation?AI Adoption & DiffusionAI Applications
- How does the AI adoption experience differ between large enterprises and SMEs, and what can each learn from the other?AI Adoption & Diffusion
- What are the most significant barriers to AI adoption for mid-sized organisations?AI Adoption & Diffusion
- How should organisations factor AI energy consumption into their sustainability and ESG reporting?TechnologyAI EnergyAI Policy & Regulation
- What innovations in energy efficiency are most likely to reduce AI's environmental impact at scale?Energy & UtilitiesAI Energy
- How are hyperscalers sourcing energy for AI data centres, and what pressure does this place on grids and energy markets?Energy & UtilitiesAI EnergyAI Infrastructure & Compute
- What is the carbon footprint of training a large frontier model — and of running it at scale?AI Energy
- How much energy does AI actually consume, and how does it compare to other major industries?TechnologyAI Energy
- How is AI hardware demand affecting data centre design, location, and construction timelines?TechnologyAI HardwareAI Infrastructure & Compute
- What are the semiconductor supply chain risks for AI infrastructure, and which countries are most exposed?TechnologyAI Infrastructure & ComputeAI HardwareAI Geopolitics
- How are custom AI chips from Google, Amazon, and others changing the hardware competitive landscape?TechnologyAI HardwareAI Market Competition
- What is NVIDIA's competitive position in AI hardware, and who are the serious challengers?TechnologyAI Market CompetitionAI Hardware
- Why are GPUs so central to AI development, and what are the credible alternatives emerging?TechnologyAI HardwareAI Infrastructure & Compute
- What is retrieval-augmented generation (RAG), and why is it important for enterprise AI deployment?TechnologyAI Models & CapabilitiesAI Adoption & Diffusion
- When does it make sense to run AI models on-premise versus in the cloud?TechnologyAI Infrastructure & Compute
- How are cloud providers structuring AI infrastructure pricing, and what should organisations watch for?TechnologyAI Infrastructure & Compute
- What is the difference between training compute and inference compute, and why does it matter for cost and strategy?TechnologyAI Infrastructure & Compute
- Why is compute infrastructure so central to the AI race, and who currently controls it?TechnologyAI Infrastructure & ComputeAI Market CompetitionAI Geopolitics
- How should non-technical executives evaluate and compare AI model performance benchmarks?TechnologyAI Models & CapabilitiesAI Skills & Education
- What is multimodal AI, and why does it matter for practical business applications?TechnologyAI Models & CapabilitiesAI Applications
- How quickly are AI capabilities improving, and is there credible evidence that the pace of progress is slowing?AI Models & Capabilities
- What are AI agents, and how do they differ from standard large language model deployments?TechnologyAI Models & Capabilities
- How do the leading frontier models — GPT, Claude, Gemini, Llama — actually differ in capability and appropriate use case?TechnologyAI Models & CapabilitiesAI Applications
- How do you build meaningful explainability into AI systems used for consequential decisions?AI Ethics & Safety
- What are the data privacy implications of deploying AI tools across an organisation's workforce?AI Ethics & SafetyAI Policy & Regulation
- How should companies handle disclosure and transparency around AI-generated content?AI Ethics & Safety
- What does responsible AI use look like in practice for a mid-sized organisation without a dedicated AI ethics team?AI Ethics & Safety