RESEARCH_ENGINE

CURRENT_RESEARCH

STATUS /
TOPIC /
[NODE_020] TO REVIEW

Silence typology × AI adoption

Does Morrison's distinction between defensive and acquiescent silence predict differential AI adoption behaviors? Are there empirical studies in high power-distance cultures (PDI > 60) on how silence norms interact with peer influence as an adoption mechanism?

AICHANGE MANAGEMENTLINGUISTIC
x: 0.482 · y: 0.345
[NODE_019] TO REVIEW

Verification burden × implicit cognition development

How does verification workload affect the development of expertise and implicit cognition in human-AI interaction? Does heavy verification demand slow or prevent the development of AI-specific tacit knowledge?

AIPHILOSOPHY
x: 0.499 · y: 0.368
[NODE_018] DONE

Register premium in agentic orchestration

Does the class/register advantage documented in chat-mode prompting persist or amplify when users must specify multi-step agent workflows rather than compose individual prompts?

→ Briefing Is Not Chatting
AILINGUISTICFUTURES
x: 0.516 · y: 0.391
[NODE_017] TO SEARCH

Centralization + blackbox double-blindness

Is there evidence that crisis-driven centralization degrades the distributed information environment in ways that make AI deployment more likely to fail silently? Who catches AI errors in organizations where upward honesty has been structurally suppressed?

AICRISISSTRATEGY
x: 0.533 · y: 0.414
[NODE_016] TO REVIEW

Non-renewable trust stack

Does a failed or over-promised AI initiative reduce the probability of success for subsequent initiatives in the same organization? Any work that models organizational trust as a depleting resource rather than a stable background condition?

AICHANGE MANAGEMENTSTRATEGY
x: 0.550 · y: 0.437
[NODE_015] TO REVIEW

Scapegoating × feedback inequality in AI-mediated work

In contexts where AI distributes causality, do existing feedback inequalities (junior staff bearing disproportionate blame) compound or attenuate?

AIPHILOSOPHYCHANGE MANAGEMENT
x: 0.567 · y: 0.460
[NODE_014] TO REVIEW

De Certeau tactics × platform lock-in

How do agentic or automated AI systems foreclose user-level tactical adaptation? Does platform dependency and deskilling literature apply to LLMs or generative AI?

AIPHILOSOPHYFUTURES
x: 0.584 · y: 0.483
[NODE_013] DONE

Organizational legibility for agents

What does it cost (in knowledge codification, documentation, explicit constraint-setting) to make a knowledge-intensive professional workflow legible to an AI agent — and who bears that cost?

→ All the Unwritten Processes
AIFUTURESSTRATEGY
x: 0.601 · y: 0.506
[NODE_012] TO REVIEW

Déresponsabilisation × AI in surveillance contexts

Does AI tool use in already-surveilled workplaces accelerate diffusion of responsibility, or does it provide accountability artifacts that restore it?

AIPHILOSOPHYCHANGE MANAGEMENT
x: 0.618 · y: 0.529
[NODE_011] DONE

Slow-phase onboarding for agentic AI

Is there evidence for a necessary 'slow phase' of direct model interaction before effective use of more autonomous agentic systems? What happens when users skip foundational interaction phases?

→ The Ghost Competence
AICHANGE MANAGEMENTFUTURES
x: 0.635 · y: 0.552
[NODE_010] DONE

Crisis centralization × organizational information destruction

How crisis-driven centralization systematically destroys the distributed information environment it was designed to fix, and why emergency authority rarely reverts.

→ When the Train Comes Off the Tracks
CRISISCHANGE MANAGEMENT
x: 0.652 · y: 0.575
[NODE_009] DONE

Feedback intervention paradox × silence typology

Why more than a third of feedback interventions degrade performance, and how power-distance culture and defensive silence compound that failure.

→ When Feedback Fails
CHANGE MANAGEMENTPHILOSOPHY
x: 0.669 · y: 0.598
[NODE_008] DONE

GenAI adoption measurement × peer-influence mechanisms

Why adoption rate figures vary 5–40 points depending on method, and why peer-to-peer influence outperforms formal training as an adoption mechanism.

→ The People in the Middle
AICHANGE MANAGEMENT
x: 0.686 · y: 0.621
[NODE_007] DONE

Human-agent cognitive bottleneck × memory infrastructure

Why the constraint in AI-augmented work shifts from processing capacity to human judgment bandwidth, and what memory architecture agents need to stop failing silently.

→ The Human Bottleneck
AIFUTURES
x: 0.703 · y: 0.644
[NODE_006] DONE

AI abductive reasoning × distributed cognition plane

How working with AI shifts thinking from vertical hierarchical knowledge to rhizomatic horizontal fields, and why opaque reasoning chains make knowledge transfer impossible.

→ Who Is Conducting Whom?
AIPHILOSOPHY
x: 0.720 · y: 0.667
[NODE_005] DONE

Linguistic capital × prompting literacy inequality

How LLM performance gaps map onto Bourdieu's linguistic capital, making AI the most efficient class-sorting machine ever built.

→ The Articulation Gap
AILINGUISTICPHILOSOPHY
x: 0.737 · y: 0.690
[NODE_004] DONE

Consciousness as epiphenomenon × intelligence without awareness

Whether consciousness is metabolically expensive, evolutionarily unnecessary, and possibly a costly side-effect rather than the engine of intelligence.

→ Blindsight — Peter Watts
PHILOSOPHYFUTURES
x: 0.754 · y: 0.713
[NODE_003] DONE

Multiplier vs Diminisher leadership × organizational intelligence extraction

How Diminishers create cognitive ceilings that cap organizational performance, and the mechanisms by which Multipliers extract twice the available intelligence.

→ Multipliers — Liz Wiseman
STRATEGYLEADERSHIP
x: 0.771 · y: 0.736
[NODE_002] DONE

Credential screening theory × organizational skill development

How the four-year degree became a cheap filtering proxy rather than an ability signal, the compounding cost of that convenience, and IBM's pivot toward aptitude-based recruitment.

→ Good Power — Ginni Rometty
STRATEGYLEADERSHIPCHANGE MANAGEMENT
x: 0.788 · y: 0.759
[NODE_001] DONE

Systemic empathy × institutional design conditions

Why individual empathy is not the problem — the institution is — and the underdeveloped prescription for building organizations that don't select against it.

→ The War for Kindness — Jamil Zaki
PHILOSOPHYCHANGE MANAGEMENT
x: 0.805 · y: 0.782
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