Subject
11 entries
Policy
Bookmarks
Democratizing AI with Open-Source Language Models
LWN's coverage of the democratizing AI discussion around open-source language models — examining the tension between open-source access enabling innovation and the risks of unguarded deployment. A useful 2023 snapshot of the open vs. closed AI debate from the Linux community perspective.
Online Art Communities Begin Banning AI-Generated Images
Andy Baio's September 2022 report documenting the wave of art platform bans on AI-generated images — ArtStation, DeviantArt, Newgrounds, and others responding to artist backlash over Stable Diffusion. The first major cultural reckoning over what generative image models meant for creative communities.
AI Index Report 2021
Stanford HAI's fourth annual AI Index Report tracking AI research output, compute trends, investment, and societal impact through 2020. A useful baseline document for understanding how rapidly the field accelerated in the years immediately following.
Big Data Was Supposed to Fix Education. It Didn't. It's Time for 'Small Data.'
A 2016 Washington Post argument that big data initiatives in K-12 education have failed to improve learning outcomes — and that the alternative is 'small data': teachers knowing individual students qualitatively rather than tracking them at population scale.
The Source of the Student Debt Crisis Is Not Expensive Tuition
The student debt crisis is driven by for-profit colleges and community college dropouts, not expensive elite university tuition — a counterintuitive finding that reframes the policy debate entirely. The median borrower isn't the Stanford grad with $200K in loans; it's the person who attended a for-profit and never finished.
The Innovation Police: Code Academies and Regulation
Dean Florez's 2014 op-ed on the tension between state education regulators and coding bootcamps — arguing that regulatory frameworks designed for traditional vocational schools were being misapplied to a new category of technical education.
Defining Open Data
Open Knowledge Foundation's definition of open data — data that can be freely used, reused, and redistributed by anyone. Foundational framing for a movement that was gaining momentum in 2013 as governments began opening datasets.
It Will Be Awesome if They Don't Screw it Up: 3D Printing and Intellectual Property
Public Knowledge's 2012 white paper examining how existing copyright, patent, and trademark law applies to 3D printing — and arguing that the right policy response is restraint, not a DMCA-style preemptive clampdown. The title says the technology will be awesome if policymakers don't overreact.
Uber vs. DC Taxi Commission: Here We Go Again
Uber's own blog post fighting DC's taxi commission proposal to minimum-price ridesharing at taxi rates — an early example of the regulatory battles that defined Uber's growth strategy. Shows the playbook: go public, rally users, frame incumbents as anti-consumer.
How the FRA Is Regulating Passenger Rail Out of Existence
The East Bay Bicycle Coalition's analysis of how the FRA's freight-rail safety standards, when applied to passenger rail, mandate impossibly heavy trains that can't share infrastructure with light vehicles — explaining why US passenger rail is so expensive, slow, and rare compared to Europe and Japan. A case study in regulatory capture killing an industry.
Hemp Is Not Pot: The Economic Stimulus and Green Jobs Case
Alternet's 2009 argument that industrial hemp — banned in the US through association with marijuana despite being a different plant with negligible THC — represents an untapped agricultural and industrial opportunity. Written during the Obama stimulus debate when green jobs were politically salient.