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 61–90 of 170 questions
- 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
- How do you identify and mitigate bias in AI systems used for hiring, lending, or customer-facing decisions?AI Ethics & SafetyAI & Employment
- What are the most significant near-term AI risks for businesses, as distinct from longer-term existential concerns?AI Ethics & Safety
- How should organisations prepare for AI regulation before it arrives rather than scrambling after the fact?AI Policy & Regulation
- How are governments using public procurement policy to shape AI development and standards?Government & Public SectorAI Policy & Regulation
- What is the likely trajectory of AI regulation in the UK, and how does it compare to the EU and US approaches?Government & Public SectorAI Policy & RegulationAI in EuropeAI Geopolitics
- What should boards understand about their legal liability in relation to AI-driven decisions?AI Policy & RegulationAI Ethics & Safety
- How will the EU AI Act affect businesses operating in or selling into European markets?AI Policy & RegulationAI in Europe
- What is the current state of AI regulation globally, and what are the most significant jurisdictional differences?AI Policy & RegulationAI Geopolitics
- How do you build a durable culture of responsible AI use rather than just publishing a policy?AI Ethics & SafetyAI Policy & Regulation
- What does effective AI upskilling look like at scale inside a large organisation?AI Skills & EducationAI Adoption & Diffusion