Resilience must be redefined as the sustained capacity for people to ‘remain active authors of meaning, judgment and responsibility’ in an AI-mediated world – an ‘interpretive presence’ with AI.
“How people adapt to AI systems will shape what resilience comes to mean. And how resilience is defined will determine which losses remain visible as AI becomes increasingly infrastructural. A…
‘Coping with AI disruption does not mean understanding every algorithm, but demanding institutional accountability, participating in the design of governance frameworks for acceptable procedures.’
“The typical framing of AI disruption discourse is as a technical problem, asking us, ‘How do we make AI systems safe, controllable or value-compliant?’ This overlooks the fact that AI…
‘No amount of individual resilience can compensate for a system structurally tilted against ordinary people. Mass displacement of workers without social investment would destabilize the social fabric.’
“In the next decade, the techno-social system in which AI is emerging is not going to remain more or less the same as it stands now. We are in the…
‘Humans could fall so far behind future AIs or AI-augmented minds that they lose via natural selection.1) Take this seriously. 2) Maintain wide error margins. 3) Focus on building adaptive capacity.’
“The media and information environment is confused and perspectives on AI vary wildly. Many people don’t think at all about the future of AI. Many more people simply imagine that…
KCSS – Keep Calm and See the Solutions: We are now working with our AIs to craft nothing less than a new symbiotic evolutionary developmental transition on Earth. It is not a cage; it is a chrysalis.
“If you are feeling overwhelmed by the speed of change in artificial intelligence today you are not alone. On February 5, 2026, OpenAI confirmed that a version of GPT-5.3-Codex had…
‘We have the right to be purely human without mods. … Agency, authority and ability will be challenged when humans augmented with onboard AI capabilities compete with “natural” humans.’
“To respond well in an AI-infused world, we must first map all our physical and mental capabilities in a baseline so we can compare how we evolve over time. Here…
The future of human dignity and agency depends upon institutional design: In the age of AI, ‘human resilience shifts from simply enduring to sustaining autonomy under technological mediation.’
“As AI systems become embedded in governance, markets, education, healthcare and everyday decision-making, human adaptation will unfold across interconnected dimensions, including, inter alia, cognitive, institutional, professional, normative/legal and cultural dimensions….
The future is not determined by AI’s capabilities – it is determined by the structures we build around it. We now have tools capable of generating abundance – IF we design systems so they distribute it.
“AI systems will unquestionably play a far more significant role in shaping decisions, work and daily lives. The question is not whether this transformation occurs, but how it is governed…
‘The issue here goes far beyond regulating, for example, deepfakes or disinformation. It goes to the heart of reorienting society to the changes in lives, the redesign and loss of jobs and perhaps the loss of meaning that will come from AI.’
“There could be an increasing division between the set of people who learn to master AI, use it effectively and efficiently and profit from its deployment and another – probably…
‘We need a bigger boat … We already know many of the possible – even likely – negative externalitiesof GenAI. This is our time to use those insights to create stronger societies, economies, jobs and lives.’
“Artificial Intelligence algorithms already intermediate a significant amount of our lives, in activities ranging from our information consumption to our purchasing activities. Every Instagram post and every Amazon transaction is…