Elemental Design Base of Chinese Supercomputer Technologies
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
China intends to close the technological gap from Western countries in microprocessor production by 2021. 46 new projects worth billions of dollars have already been launched in the country. Most of these projects receive direct or indirect state support, which creates a huge demand for domestic semiconductors. By a government decree, all servers in government offices and state-owned enterprises will be preferentially equipped with processors of domestic production. As a result, their sales are expected to grow at a rate of 20% annually. First of all, we are talking about “Loongson”, “Shenwei” and “Phytium” chips (the latter are the development of the Chinese military-industrial complex). The Shenwei processors, which have proved their effectiveness, are promising: they are the ones that run the world's most powerful supercomputer, Sunway Taihu Light, which consists of 10.65 million cores and performs 93 quadrillion operations per second.
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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.005 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it