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Artificial Intelligence

Explore practical insights, research, and benchmarks on artificial intelligence, including generative AI, large language models, RAG, governance frameworks, MLOps practices, and AI hardware. Gain an understanding of key tools, implementation strategies, and enterprise use cases shaping the AI landscape.

Explore Artificial Intelligence

Top 20+ Predictions from Experts on AI Job Loss

AI Foundations
Insight
Jul 24

As a McKinsey consultant, I helped enterprises adopt new technologies for a decade. My quick answers: Note: The size of the plots is correlated with the size of the job loss prediction. The percentages referenced in our analysis are derived from assumptions about overall job displacement. In specific scenarios, these assumptions included potential job gains…

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AI in Industries
Insight
Jul 24

10+ AI Procurement Use Cases & Case Studies

As the benefits of artificial intelligence (AI) are appreciated by a greater audience, the number of AI use cases in different industries expands daily. AI in the procurement sector is no different. See a comprehensive overview of the AI procurement process, detailing the reasons for its adoption, various use cases, the top 5 AI procurement…

AI Governance
Open World Evaluation
Jul 24

Top 12 AI Governance Tools Compared

To map the AI governance landscape, we checked 12 leading platforms for their coverage of 11 core capabilities, and highlighted what each tool does best. End-to-end: Cover both sides of governance: compliance and risk on one hand, technical model testing on the other. Compliance: Handle policy, risk, and audit, but leave the technical model testing…

AI Foundations
Insight
Jul 24

AGI/Singularity: 10,000 Predictions Analyzed

Artificial general intelligence (AGI) is when an AI system matches human cognitive abilities across all tasks. We analyzed 10,000 AI researchers‘, leading entrepreneurs‘, and community predictions about the AGI timeline: Will AGI/singularity happen? AGI is inevitable according to most AI experts. When will we reach AGI? Between late 2020s and early 2030s. AGI timeline shortened…

LLM
Insight
Jul 24

LLM Scaling Laws: Analysis from AI Researchers

Large language models predict the next token based on patterns learned from text data. The term LLM scaling laws refers to empirical regularities that link model performance to the amount of compute, training data, and model parameters used during training. To understand how these relationships influence modern model design in practice, we reviewed findings from…

GenAI Applications
Insight
Jul 24

Generative AI in Fashion: Top 13 Use Cases & Examples

89% of all companies across different sectors are switching to digital technologies, and the generative AI in the fashion industry is not an exception. McKinsey reports that fashion brands and companies invested approximately 2% of their income in emerging technologies. Moreover, they estimate the figure will rise to 3.5% by 2030.141 Blockchain technology, non-fungible tokens…

AI Foundations
Insight
Jul 24

Top 30+ NLP Use Cases in 2026 with Real-life Examples

We analyzed 250+ deployments across industries. Thirty use cases stood out not because they sounded impressive in vendor demos, but because they cut costs, saved time, or generated revenue. No theoretical applications. Just implementations with verified results. Early machine translation replaced words one-for-one. Modern systems understand context: when “bank” means a financial institution versus a…

Chatbots
Insight
Jul 24

Top 40 Chatbot Applications with Examples in 2026

The global chatbot market is valued at $10.32–$11.45 billion in 2026, up from $8.7 billion in 2024, and projected to reach $32.45 billion by 2031 at a 23.15% CAGR. The generative AI chatbot segment alone is valued at $12.98 billion and growing faster, at a 31.11% CAGR. 171 That growth is real, but the more…

Chatbots
Insight
Jul 24

Top 10 Mortgage Chatbots in 2026: Use Cases & Examples

Banks that keep customers happy grow deposits 85% faster than competitors. Loan processing directly affects client satisfaction. 192. Chatbots can handle mortgage-related tasks around the clock, simulating what mortgage brokers typically do. We examine 10 vendors, their practical applications, and United Wholesale Mortgage’s implementation. *Apart from our sponsors, the table is sorted by rating score.…

GenAI Applications
Insight
Jul 24

Generative AI Copyright: Law, Litigation & Best Practices in 2026

We analyzed tens of court cases and licensing deals to answer the key questions about copyright and generative AI. This is not legal advice. Copyright law varies by jurisdiction and is evolving fast. In most jurisdictions, the legality of using copyrighted works to train AI models has been actively litigated and courts are beginning to…

GenAI Applications
Insight
Jul 24

Top 25 Generative AI Finance Use Cases in 2026

I spent a decade consulting for financial services firms. Every AI implementation I saw followed the same pattern: pilot projects that looked impressive in presentations but stalled in production. That’s changing. Banks are now deploying generative AI at scale, and the results are measurable. Here’s what’s actually working, based on implementations you can verify. Specialized…