Professor Lawrence "RW" Lessig's "The Withering of the Net"
Bibliographic record
Abstract
On June 16, 2006, Professor Lawrence Lessig gave a talk at the Center for American Progress entitled "The Withering of the Net: How DC Pathologies are Undermining the Growth and Wealth of the Net." This talk was the second in a series of three. The first talk was Professor Yochai Benkler , the third featured Dave Farber and Vint Cerf. In just under 40 minutes, Lessig delivered a stunning performance, documenting his assertion that the Internet was created by Republicans and discussing the Read Only (RO) and Read Write (RW) Internet(s). In those less than 40 minutes, Lessig hit the mark precisely on 457 slides. In the spirit of the RW Internet, we taped his performance and then mashed that up with his presentation materials. The transcript for this talk is here. If you would like to try your own remix, there is also a 39 Mbyte tarball with 590 TIFF images from each state transition in the presentation. The QuickTime file available here is 800x600 H.264 video. At only 236 Mbytes for 39:04 of video, looks great and less filling too!
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.012 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".