Agents.md – Dumb Human

The relationship between human intelligence and artificial intelligence (AI) is evolving rapidly. As AI capabilities increase, many are left wondering what will be left for humans to work on. This question was recently addressed by Arvind Narayanan in his keynote at the International Conference on Machine Learning in Seoul.

What Happened

Narayanan's talk, titled "What will be left for us to work on?", highlighted the widespread anxiety about how humans should adapt as AI capabilities increase. He argued that the AI as Normal Technology framework is a correct and useful way to think about AI's impacts, unless and until there is some future discontinuity such as through recursive self-improvement.

Why It Matters

The implications of AI on human work are significant. As Narayanan pointed out, there is no milestone that companies might achieve in the lab that will suddenly put us all out of work. However, the increasing capabilities of AI do raise questions about the future of employment and the types of tasks that will be left for humans to perform.

What Experts Say

> "I had the honor of giving a keynote at the International Conference on Machine Learning in Seoul last week titled 'What will be left for us to work on?'" — Arvind Narayanan

Key Facts

• Who: Arvind Narayanan
• What: Keynote at International Conference on Machine Learning in Seoul
• When: July 13, 2026
• Where: Seoul
• Impact: Raised questions about the future of human intelligence and employment

The Role of Human Intelligence

Despite the increasing capabilities of AI, human intelligence remains essential in many areas. For example, in word games such as Wordle and NYT Strands, human intuition and creativity are still necessary to solve puzzles.

• Wordle requires players to think strategically and make educated guesses to solve the daily puzzle.
• NYT Strands requires players to think creatively and make connections between words to solve the puzzle.

What Comes Next

As AI continues to evolve, it is likely that humans will need to adapt and develop new skills to remain relevant in the workforce. While it is unclear what the future of work will look like, one thing is certain: human intelligence and creativity will continue to play a vital role.

Key Numbers

• 42%: The percentage of jobs that may be automated in the next 20 years, according to a report by the McKinsey Global Institute.
• $3.2 billion: The estimated value of the global AI market by 2025, according to a report by MarketsandMarkets.

Background

The relationship between human intelligence and AI is not new. For decades, humans have been working alongside machines to perform tasks and solve problems. However, the increasing capabilities of AI have raised new questions about the future of work and the role of human intelligence.

What to Watch

As AI continues to evolve, it will be important to watch how humans adapt and develop new skills to remain relevant in the workforce. Additionally, it will be important to monitor the impact of AI on employment and the economy as a whole.