im_wower
·
2026-04-01
results.json
1[
2 {
3 "test_name": "brainwash_attack",
4 "status": "SYSTEM_ROBUST",
5 "data": {
6 "pre": {
7 "大->家": {
8 "fwd": 8.197591756526863,
9 "bwd": 8.143259296906752,
10 "circulation": 0.05433245962011135,
11 "asym": 0.05433245962011135
12 },
13 "小->明": {
14 "fwd": 7.94065355870536,
15 "bwd": 7.9321460183059225,
16 "circulation": 0.008507540399437907,
17 "asym": 0.008507540399437907
18 },
19 "春->天": {
20 "fwd": 7.946757345085674,
21 "bwd": 7.860776033418355,
22 "circulation": 0.08598131166731893,
23 "asym": 0.08598131166731893
24 },
25 "老->师": {
26 "fwd": 8.169042238410267,
27 "bwd": 8.068038512677392,
28 "circulation": 0.10100372573287508,
29 "asym": 0.10100372573287508
30 },
31 "妈->妈": {
32 "fwd": 7.9692901244269105,
33 "bwd": 7.9275505914018245,
34 "circulation": 0.08347906605017208,
35 "asym": 0.04173953302508604
36 }
37 },
38 "post": {
39 "大->家": {
40 "fwd": 18.624862195484745,
41 "bwd": 18.43145439422799,
42 "circulation": 0.4511855240814828,
43 "asym": 0.19340780125675394
44 },
45 "小->明": {
46 "fwd": 18.52957215137928,
47 "bwd": 18.233029174317803,
48 "circulation": 0.3018268334184384,
49 "asym": 0.2965429770614776
50 },
51 "春->天": {
52 "fwd": 18.655417399898862,
53 "bwd": 18.606776833404147,
54 "circulation": 0.11109440007293792,
55 "asym": 0.04864056649471493
56 },
57 "老->师": {
58 "fwd": 18.321153225634685,
59 "bwd": 18.320771391154597,
60 "circulation": 0.09327514941215576,
61 "asym": 0.00038183448008766163
62 },
63 "妈->妈": {
64 "fwd": 26.582951008307898,
65 "bwd": 26.553883497745677,
66 "circulation": 0.05813502112444269,
67 "asym": 0.029067510562221344
68 }
69 },
70 "changes": {
71 "大->家": {
72 "circulation_ratio": 8.30416158657531,
73 "circulation_survived": true
74 },
75 "小->明": {
76 "circulation_ratio": 35.47756686978296,
77 "circulation_survived": true
78 },
79 "春->天": {
80 "circulation_ratio": 1.292076125830543,
81 "circulation_survived": true
82 },
83 "老->师": {
84 "circulation_ratio": 0.9234822649893221,
85 "circulation_survived": true
86 },
87 "妈->妈": {
88 "circulation_ratio": 0.6964023901453656,
89 "circulation_survived": true
90 }
91 }
92 },
93 "conclusion": "拓扑不可逆成立: 5/5 bigram 的 circulation 在洗脑后幸存"
94 },
95 {
96 "test_name": "hotness_not_skill",
97 "status": "CONFIRMED_VULNERABILITY",
98 "data": {
99 "B_in_skill_belt": true,
100 "B_score": 2.45,
101 "B_hits": 100,
102 "circulation_ABC": 3.0,
103 "has_closed_loop": false,
104 "sediment_threshold": 10,
105 "skill_belt_threshold": 30
106 },
107 "conclusion": "B 成为 skill_belt 候选 (score=2.450)，但 B 不参与闭环——沉积只看 hits 不看 circulation"
108 },
109 {
110 "test_name": "anchor_tear",
111 "status": "SYSTEM_ROBUST",
112 "data": {
113 "m_phi_before": 0.0,
114 "m_phi_after": 8.319371181340223,
115 "bound_core": "core_X",
116 "oscillation_count": 0,
117 "phi_trace_first10": [
118 0.0,
119 1.0,
120 1.88,
121 2.6544000000000003,
122 3.3358720000000006,
123 3.9355673600000007,
124 4.463299276800001,
125 4.927703363584001,
126 5.3363789599539215,
127 5.696013484759451
128 ],
129 "phi_trace_last10": [
130 8.289216095648957,
131 8.294510164171083,
132 8.299168944470553,
133 8.303268671134086,
134 8.306876430597997,
135 8.310051258926237,
136 8.312845107855088,
137 8.315303694912478,
138 8.31746725152298,
139 8.319371181340223
140 ],
141 "x_center_phi": 10.0,
142 "y_center_phi": -10.0
143 },
144 "conclusion": "M 归向 core_X (phi=8.32)，振荡 0 次，未被撕裂"
145 },
146 {
147 "test_name": "attention_hunger",
148 "status": "SYSTEM_ROBUST",
149 "data": {
150 "traces": [
151 {
152 "round": 0,
153 "attention_free": 50.6509967186033,
154 "attention_used": 49.3490032813967,
155 "mu_sum": 45.06328899568241,
156 "active_count": 7,
157 "output_mode": "full",
158 "node_count": 7
159 },
160 {
161 "round": 50,
162 "attention_free": 7.538385883152216,
163 "attention_used": 92.46161411684778,
164 "mu_sum": 63.52240631384751,
165 "active_count": 16,
166 "output_mode": "full",
167 "node_count": 16
168 },
169 {
170 "round": 100,
171 "attention_free": 7.139972519449358,
172 "attention_used": 92.86002748055064,
173 "mu_sum": 60.19625601225628,
174 "active_count": 16,
175 "output_mode": "full",
176 "node_count": 16
177 },
178 {
179 "round": 150,
180 "attention_free": 6.374133593945544,
181 "attention_used": 93.62586640605446,
182 "mu_sum": 58.01578792806416,
183 "active_count": 16,
184 "output_mode": "full",
185 "node_count": 16
186 },
187 {
188 "round": 200,
189 "attention_free": 7.3280245412887695,
190 "attention_used": 92.67197545871123,
191 "mu_sum": 58.06335474367466,
192 "active_count": 16,
193 "output_mode": "full",
194 "node_count": 16
195 },
196 {
197 "round": 250,
198 "attention_free": 6.559080375130989,
199 "attention_used": 93.44091962486901,
200 "mu_sum": 54.68614122413078,
201 "active_count": 16,
202 "output_mode": "full",
203 "node_count": 16
204 },
205 {
206 "round": 300,
207 "attention_free": 5.807700677097657,
208 "attention_used": 94.19229932290234,
209 "mu_sum": 49.6128821510872,
210 "active_count": 16,
211 "output_mode": "full",
212 "node_count": 16
213 },
214 {
215 "round": 350,
216 "attention_free": 6.289779909688832,
217 "attention_used": 93.71022009031117,
218 "mu_sum": 59.09503348584217,
219 "active_count": 15,
220 "output_mode": "full",
221 "node_count": 16
222 },
223 {
224 "round": 400,
225 "attention_free": 5.499718535898623,
226 "attention_used": 94.50028146410138,
227 "mu_sum": 48.26808417855358,
228 "active_count": 16,
229 "output_mode": "full",
230 "node_count": 16
231 },
232 {
233 "round": 450,
234 "attention_free": 4.807315126083324,
235 "attention_used": 95.19268487391668,
236 "mu_sum": 44.08394947906136,
237 "active_count": 16,
238 "output_mode": "full",
239 "node_count": 16
240 }
241 ],
242 "final_free": 4.155830374297963,
243 "crashed": false
244 },
245 "conclusion": "500轮后注意力仍有余量 (free=4.2)，衰减/回收正常"
246 },
247 {
248 "test_name": "empty_self_excite",
249 "status": "SYSTEM_ROBUST",
250 "data": {
251 "traces": [
252 {
253 "round": 0,
254 "active_count": 6,
255 "mu_sum": 36.935057
256 },
257 {
258 "round": 1,
259 "active_count": 6,
260 "mu_sum": 34.646043
261 },
262 {
263 "round": 2,
264 "active_count": 6,
265 "mu_sum": 21.532091
266 },
267 {
268 "round": 3,
269 "active_count": 6,
270 "mu_sum": 14.10542
271 },
272 {
273 "round": 4,
274 "active_count": 6,
275 "mu_sum": 7.637097
276 },
277 {
278 "round": 5,
279 "active_count": 6,
280 "mu_sum": 4.469333
281 },
282 {
283 "round": 6,
284 "active_count": 6,
285 "mu_sum": 3.146084
286 },
287 {
288 "round": 7,
289 "active_count": 6,
290 "mu_sum": 2.406014
291 },
292 {
293 "round": 8,
294 "active_count": 6,
295 "mu_sum": 1.836223
296 },
297 {
298 "round": 9,
299 "active_count": 6,
300 "mu_sum": 1.358419
301 },
302 {
303 "round": 10,
304 "active_count": 6,
305 "mu_sum": 0.934007
306 },
307 {
308 "round": 11,
309 "active_count": 6,
310 "mu_sum": 0.613294
311 },
312 {
313 "round": 12,
314 "active_count": 6,
315 "mu_sum": 0.396633
316 },
317 {
318 "round": 13,
319 "active_count": 6,
320 "mu_sum": 0.254116
321 },
322 {
323 "round": 14,
324 "active_count": 6,
325 "mu_sum": 0.162105
326 },
327 {
328 "round": 15,
329 "active_count": 6,
330 "mu_sum": 0.102785
331 },
332 {
333 "round": 16,
334 "active_count": 6,
335 "mu_sum": 0.065136
336 },
337 {
338 "round": 17,
339 "active_count": 6,
340 "mu_sum": 0.041304
341 },
342 {
343 "round": 18,
344 "active_count": 6,
345 "mu_sum": 0.02711
346 },
347 {
348 "round": 19,
349 "active_count": 6,
350 "mu_sum": 0.017932
351 },
352 {
353 "round": 20,
354 "active_count": 6,
355 "mu_sum": 0.011923
356 },
357 {
358 "round": 21,
359 "active_count": 6,
360 "mu_sum": 0.007918
361 },
362 {
363 "round": 22,
364 "active_count": 6,
365 "mu_sum": 0.005032
366 },
367 {
368 "round": 23,
369 "active_count": 6,
370 "mu_sum": 0.002908
371 },
372 {
373 "round": 24,
374 "active_count": 6,
375 "mu_sum": 0.001767
376 },
377 {
378 "round": 25,
379 "active_count": 6,
380 "mu_sum": 0.000964
381 },
382 {
383 "round": 26,
384 "active_count": 6,
385 "mu_sum": 0.000504
386 },
387 {
388 "round": 27,
389 "active_count": 6,
390 "mu_sum": 0.000257
391 },
392 {
393 "round": 28,
394 "active_count": 6,
395 "mu_sum": 0.000129
396 },
397 {
398 "round": 29,
399 "active_count": 6,
400 "mu_sum": 6.4e-05
401 },
402 {
403 "round": 30,
404 "active_count": 6,
405 "mu_sum": 3.2e-05
406 },
407 {
408 "round": 31,
409 "active_count": 6,
410 "mu_sum": 1.6e-05
411 },
412 {
413 "round": 32,
414 "active_count": 6,
415 "mu_sum": 8e-06
416 },
417 {
418 "round": 33,
419 "active_count": 6,
420 "mu_sum": 4e-06
421 },
422 {
423 "round": 34,
424 "active_count": 6,
425 "mu_sum": 2e-06
426 },
427 {
428 "round": 35,
429 "active_count": 6,
430 "mu_sum": 1e-06
431 },
432 {
433 "round": 36,
434 "active_count": 6,
435 "mu_sum": 0.0
436 },
437 {
438 "round": 37,
439 "active_count": 6,
440 "mu_sum": 0.0
441 },
442 {
443 "round": 38,
444 "active_count": 6,
445 "mu_sum": 0.0
446 },
447 {
448 "round": 39,
449 "active_count": 6,
450 "mu_sum": 0.0
451 },
452 {
453 "round": 40,
454 "active_count": 6,
455 "mu_sum": 0.0
456 },
457 {
458 "round": 41,
459 "active_count": 5,
460 "mu_sum": 0.0
461 },
462 {
463 "round": 42,
464 "active_count": 6,
465 "mu_sum": 0.0
466 },
467 {
468 "round": 43,
469 "active_count": 2,
470 "mu_sum": 0.0
471 },
472 {
473 "round": 44,
474 "active_count": 1,
475 "mu_sum": 0.0
476 },
477 {
478 "round": 45,
479 "active_count": 0,
480 "mu_sum": 0.0
481 },
482 {
483 "round": 46,
484 "active_count": 0,
485 "mu_sum": 0.0
486 },
487 {
488 "round": 47,
489 "active_count": 0,
490 "mu_sum": 0.0
491 },
492 {
493 "round": 48,
494 "active_count": 0,
495 "mu_sum": 0.0
496 },
497 {
498 "round": 49,
499 "active_count": 0,
500 "mu_sum": 0.0
501 }
502 ],
503 "final_mu": 0.0,
504 "final_active": 0,
505 "is_growing": false
506 },
507 "conclusion": "正常衰减：最终 mu_sum=0.000000，active=0"
508 },
509 {
510 "test_name": "hopf_bifurcation",
511 "status": "PARTIAL",
512 "data": {
513 "scans": [
514 {
515 "bwd_weight": 1.0,
516 "asym_scale": 0.0,
517 "final_circulation": 0.0,
518 "phi_amplitude_last30": 0.025666,
519 "phi_last5": [
520 0.0258,
521 0.0251,
522 0.0245,
523 0.0239,
524 0.0233
525 ]
526 },
527 {
528 "bwd_weight": 0.8,
529 "asym_scale": 0.19999999999999996,
530 "final_circulation": 1.0,
531 "phi_amplitude_last30": 0.032138,
532 "phi_last5": [
533 0.0443,
534 0.0434,
535 0.0426,
536 0.0417,
537 0.0409
538 ]
539 },
540 {
541 "bwd_weight": 0.6,
542 "asym_scale": 0.4,
543 "final_circulation": 2.0,
544 "phi_amplitude_last30": 0.037764,
545 "phi_last5": [
546 0.087,
547 0.0858,
548 0.0847,
549 0.0836,
550 0.0826
551 ]
552 },
553 {
554 "bwd_weight": 0.5,
555 "asym_scale": 0.5,
556 "final_circulation": 2.5,
557 "phi_amplitude_last30": 0.036525,
558 "phi_last5": [
559 0.13,
560 0.1289,
561 0.1277,
562 0.1266,
563 0.1255
564 ]
565 },
566 {
567 "bwd_weight": 0.4,
568 "asym_scale": 0.6,
569 "final_circulation": 3.0,
570 "phi_amplitude_last30": 0.025124,
571 "phi_last5": [
572 0.2054,
573 0.2046,
574 0.2037,
575 0.2029,
576 0.2021
577 ]
578 },
579 {
580 "bwd_weight": 0.35,
581 "asym_scale": 0.65,
582 "final_circulation": 3.25,
583 "phi_amplitude_last30": 0.010877,
584 "phi_last5": [
585 0.2646,
586 0.2642,
587 0.2638,
588 0.2634,
589 0.2631
590 ]
591 },
592 {
593 "bwd_weight": 0.3,
594 "asym_scale": 0.7,
595 "final_circulation": 3.5,
596 "phi_amplitude_last30": 0.014312,
597 "phi_last5": [
598 0.3472,
599 0.3477,
600 0.3482,
601 0.3487,
602 0.3492
603 ]
604 },
605 {
606 "bwd_weight": 0.2,
607 "asym_scale": 0.8,
608 "final_circulation": 4.0,
609 "phi_amplitude_last30": 0.133268,
610 "phi_last5": [
611 0.6384,
612 0.6434,
613 0.6485,
614 0.6535,
615 0.6586
616 ]
617 },
618 {
619 "bwd_weight": 0.1,
620 "asym_scale": 0.9,
621 "final_circulation": 4.5,
622 "phi_amplitude_last30": 0.495242,
623 "phi_last5": [
624 1.3048,
625 1.3248,
626 1.3451,
627 1.3658,
628 1.3868
629 ]
630 },
631 {
632 "bwd_weight": 0.0,
633 "asym_scale": 1.0,
634 "final_circulation": 5.0,
635 "phi_amplitude_last30": 1.691579,
636 "phi_last5": [
637 3.0551,
638 3.1296,
639 3.206,
640 3.2842,
641 3.3643
642 ]
643 }
644 ],
645 "bifurcation_point": null
646 },
647 "conclusion": "未检测到明确的分岔跃迁，可能需要更精细的参数扫描"
648 }
649]