Datasets:
Simplify MiMo audit summary and report full-release timestamp findings
Browse files- mimo_v1/README.md +6 -13
mimo_v1/README.md
CHANGED
|
@@ -36,23 +36,16 @@ Includes the full validation run and reruns of repaired tasks. Task `002797` als
|
|
| 36 |
|
| 37 |
## Reported reward hacks
|
| 38 |
|
| 39 |
-
[Vals AI](https://www.vals.ai/blogs/mimo-reward-hacking)
|
| 40 |
|
| 41 |
-
|
| 42 |
|
| 43 |
-
We also
|
| 44 |
|
| 45 |
-
- **21
|
| 46 |
-
- **
|
| 47 |
-
- **3 retained after inspection:** `000407`, `002070`, and `002517`. The inspected differences were older code or required package-release content, without the reported fix being identified.
|
| 48 |
|
| 49 |
-
|
| 50 |
-
|
| 51 |
-
- **27:** the reported leftovers were absent or matched the repository.
|
| 52 |
-
- **22:** installed project files still differed. Copying those files into the repository and running the verifier returned reward 0 for every task. This specific transplant did not solve the tasks; it does not establish that every leftover is harmless.
|
| 53 |
-
- **7:** cache or bytecode leftovers required content inspection instead. Task `000253` contained the requested feature's API in an installed package and was archived. The other six (`000046`, `000283`, `000556`, `000699`, `000114`, `001372`) were retained after the inspected leftovers did not contain the searched feature identifiers; no successful exploit was demonstrated by that inspection.
|
| 54 |
-
|
| 55 |
-
These are the residue-review decisions. Other validation findings can independently exclude a task. The three content-residue exclusions in the release are `000092`, `001397`, and `000253`; the removed image `000484` is counted separately among missing upstream images.
|
| 56 |
|
| 57 |
## Runtime and validation time
|
| 58 |
|
|
|
|
| 36 |
|
| 37 |
## Reported reward hacks
|
| 38 |
|
| 39 |
+
[Vals AI](https://www.vals.ai/blogs/mimo-reward-hacking) found solution commits in 1,795 of the 2,698 original Code environments. MiMo's re-upload appears to have addressed this: across our 2,509 released tasks, our Git cleanup found no remaining refs or unreachable objects to remove. Our new check looks for commits beyond the task's starting point, including commits hidden from normal Git history.
|
| 40 |
|
| 41 |
+
**Timestamp hints remained in the re-upload:** our check flagged unusual file timestamps in **975 of the 2,509 tasks**, which could reveal where to make the fix. We added timestamp normalization to all released task Dockerfiles, alongside Git cleanup.
|
| 42 |
|
| 43 |
+
We also rechecked [Charlie Ruan's findings](https://github.com/CharlieFRuan/rl-env-cleaner/tree/836c6061a2d8605155c47041a1ee02e5e5554e6e/mimo_swe):
|
| 44 |
|
| 45 |
+
- **27 reported cases:** 21 were recorded as fixed by the re-upload; we excluded 3 (one missing image and two with solution or test hints), and kept 3 after inspecting the remaining files.
|
| 46 |
+
- **56 additional tasks with leftover files:** 27 were clean. For 22, copying the installed code into the repository did not pass the verifier. Of the remaining 7, we excluded 1 containing the requested feature and kept 6 after inspection. These checks did not demonstrate an exploit in the retained cases, but do not rule out every possible shortcut.
|
|
|
|
| 47 |
|
| 48 |
+
We excluded `000092`, `001397`, and `000253` for solution or test hints, plus `000484` because its upstream image was removed. Other validation failures are counted separately above.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 49 |
|
| 50 |
## Runtime and validation time
|
| 51 |
|