Khullani
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khullani.bsky.social
Khullani
@khullani.bsky.social
AI Policy, Governance & Safety | Regulatory Alignment + Institutional Risk Mitigation
Memory is the substrate of identity. When AI can generate pasts we never lived and persist as versions of us we never authorized, the question shifts from 'what do we remember?' to 'who governs the remembering?' New piece on cognitive sovereignty and raising AI-native kids. shorturl.at/pqr8c
November 30, 2025 at 1:12 AM
The rush to govern AGI with managerial frameworks like "Theory of Change" fundamentally misunderstands power. AGI demands problematization & a cartography of power, not an illusion of rational control.
open.substack.com/pub/heteroto...?
September 22, 2025 at 4:59 AM
The language we use for AI lacks a crucial noun: labor.

Synthetic Labor:
"Synthetic labor is the autonomous execution of cognitive or physical tasks by non-human systems to generate economic value."

open.substack.com/pub/techneai...
June 23, 2025 at 10:07 PM
April 19, 2025 at 1:01 AM
Leaders now have a timely opportunity, even a responsibility, to clearly articulate their organization's stance on AI, craft thoughtful usage guidelines, and create an environment of trust where successes and lessons learned are openly shared.
April 2, 2025 at 7:33 PM
Over the past year, I've been working closely with diverse organizations across Chicago, guiding employees and leaders on how to leverage generative AI effectively and responsibly.
April 2, 2025 at 4:22 PM
"Beyond securing their survival, states will be interested in harnessing AI to bolster their competitiveness, as
successful AI adoption will be a determining factor in national strength." A sobering vision. arxiv.org/pdf/2503.05628
March 11, 2025 at 6:59 PM
Following the research from MIT Sloan Management Review and BCG, we propose shifting governance KPIs from static benchmarks to dynamic predictors that anticipate risks, identify opportunities, and align with strategic objectives.

www.linkedin.com/pulse/future...
March 11, 2025 at 5:10 PM
LLMs are dominating existing benchmarks—some now exceed 90% on MMLU. Enter HUMANITY’S LAST EXAM (HLE): a new multi-modal test with 3,000 questions. It’s designed to be the final closed-ended academic benchmark for gauging cutting-edge LLM capabilities. #AI #NLP static.scale.com/uploads/6541...
January 23, 2025 at 6:07 PM