anthology-of-the-sota
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deployment-and-society
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26 items with this tag.
Oct 01, 2026
LIT-740: Role-Play with Large Language Models
analysis-and-evaluation
in-context-learning
deployment-and-society
Oct 01, 2026
LIT-741: Textoshop: Interactions Inspired by Drawing Software to Facilitate Text Editing
human-ai-interaction
deployment-and-society
in-context-learning
Oct 01, 2026
LIT-752: Position: AI/ML Influencers Have a Place in the Academic Process
deployment-and-society
analysis-and-evaluation
Sep 25, 2026
LIT-697: AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society
deployment-and-society
agents-and-environments
Sep 25, 2026
LIT-716: The Impact of Generative AI on Social Media: An Experimental Study
deployment-and-society
Sep 25, 2026
LIT-717: Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task
deployment-and-society
human-ai-interaction
Sep 25, 2026
LIT-718: Automated decision-making as domination
deployment-and-society
analysis-and-evaluation
Sep 23, 2026
THEORY-091: Command-to-outcome mutual information scores an interface because it measures how reliably the operator's input determines what happens at the chosen horizon, which rewards a learnable channel rather than an intuitive one
human-ai-interaction
analysis-and-evaluation
deployment-and-society
Sep 22, 2026
LIT-524: Ghost in the Transformer: Detecting Model Reuse with Invariant Spectral Signatures
deployment-and-society
analysis-and-evaluation
Sep 22, 2026
SOTA-321: Verify a model's lineage from the singular spectra of its attention products, which survive permutation and rescaling
deployment-and-society
analysis-and-evaluation
Sep 21, 2026
LIT-480: Auditing Political Exposure Bias: Algorithmic Amplification on Twitter/X During the 2024 U.S. Presidential Election
deployment-and-society
analysis-and-evaluation
Sep 21, 2026
LIT-481: Industry Influence in High-Profile Social Media Research
deployment-and-society
analysis-and-evaluation
Sep 21, 2026
LIT-482: Moving towards informative and actionable social media research
deployment-and-society
analysis-and-evaluation
Sep 21, 2026
LIT-487: Introducing AI to an Online Petition Platform Changed Outputs but not Outcomes
deployment-and-society
analysis-and-evaluation
Sep 21, 2026
LIT-492: The unintended consequences of large language models as a labor-augmenting technology in science
deployment-and-society
analysis-and-evaluation
Sep 21, 2026
LIT-503: First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization
human-ai-interaction
deployment-and-society
training-optimization
analysis-and-evaluation
Sep 21, 2026
SOTA-290: To measure what a deployed recommender does, use sock-puppets that never interact, follow sets curated to your question, and exposure weighted by rank
deployment-and-society
analysis-and-evaluation
Sep 21, 2026
SOTA-291: Evaluate a specific intervention on a specific affordance rather than the net effect of the system, and never read an individual-level null as the absence of a collective effect
deployment-and-society
analysis-and-evaluation
Sep 21, 2026
SOTA-292: Check industry ties yourself when reading a literature about deployed platforms — disclosure is unreliable and the ties are mechanically detectable
deployment-and-society
analysis-and-evaluation
Sep 21, 2026
SOTA-298: Measure a writing assistant by the outcome it was deployed to improve, not by the text features that used to predict it
deployment-and-society
analysis-and-evaluation
Sep 21, 2026
SOTA-303: Name the phase a time-saving tool accelerates before predicting what it will do to the quality of what people produce with it
deployment-and-society
analysis-and-evaluation
Sep 21, 2026
SOTA-309: Score a control interface by the mutual information between the operator's command and the state change it induces, and choose the horizon of that state change deliberately
human-ai-interaction
training-optimization
analysis-and-evaluation
deployment-and-society
Sep 21, 2026
THEORY-047: Personalizing a feed concentrates what it shows rather than broadening it, and a handful of moderate signals is enough to start
deployment-and-society
analysis-and-evaluation
Sep 21, 2026
THEORY-048: Randomizing individuals estimates an individual quantity, and when the units interact the collective effect is not the sum of it — so a null from such a trial is not evidence of no effect
deployment-and-society
analysis-and-evaluation
Sep 21, 2026
THEORY-051: A text feature predicts success partly by being uncommon, so a tool that gives it to everyone destroys its predictive value
deployment-and-society
analysis-and-evaluation
Sep 21, 2026
THEORY-055: A producer's own rate of return is the price of their time, so making them faster raises the bar on every marginal hour of improvement
deployment-and-society
analysis-and-evaluation