IEEE Honors Engineering Pioneers [Society News]
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Every year the IEEE Awards Board recommends a select group of recipients to receive IEEE’s most prestigious honors. These are individuals whose exceptional achievements and outstanding contributions have made a lasting impact on technology, society, and the engineering profession. This year at the IEEE Vision, Innovation, and Challenges Summit (VICS) and Honors Ceremony in Atlanta, GA, USA, there were several recipients of the IEEE medals. Amongst them were Vinton “Vint” Cerf, widely known as the “Father of the Internet,” remote sensing pioneer Melba Crawford, National Instruments (NI) Cofounder James Truchard, and robotics and artificial intelligence (AI) gurus Rodney Brooks and Lydia Kavraki. Other notable names in the power and semiconductor arena included Canadian Professor Kamal Al-Haddad, silicon carbide (SiC) material pioneer Hiroyuki Matsunami, and superjunction power devices researchers Tatsuhiko Fujihira, David James Coe, and Gerald Deboy.
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.
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 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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 it