Datasets:

spiderpilot89
/

drone-failure-boundaries-n2500

trajectory_id uint32 0 2.5k	short_id stringlengths 8 8	drone_mass_kg float64 1.6 3.4	blackout_start_s float64 1.2 2.2	t_event_ms float64 1.22k 2.21k	smoke_optical_depth float64 1.72 19.4	peak_coherence_residual float64 66.5 182	unprotected_crashed bool 2 classes	reflex_touchdown_safe bool 2 classes	reflex_still_airborne bool 2 classes	reflex_hard_impact bool 2 classes	proof_hash stringlengths 64 64
0	bbc3fed6	2.96	1.98	2,006	11.89	122.2	true	false	false	true	49986b3db7d26fa7e2f3fa2dd158c35e661d75465087bea349dde6de4a23f0e2
1	0d8e3435	1.95	2.03	2,040	7.91	170.3	true	false	true	false	7d4dfa46efb6608f4f963dc79f86aba49e6c3670834d67e715604231c7a540c6
2	3386b448	2.92	1.59	1,598	7.47	110.2	true	false	false	true	648ee88add8eb93d014c91223e104a2d8c3c10c42337e5444a1cb9f80e84be82
3	b5076a7f	2.71	1.47	1,496	12.83	85.4	false	false	false	true	61cb403d0db9c25cd6275dc4c66e20ff7c44d17657a3f3e8219096576183ffe1
4	94bd8f8a	3.18	1.81	1,836	8.36	131.8	true	false	false	true	f425aeb82403767adf9441304abfea1a1be868950aa0b81cd5e88f4a90e44bfc
5	46cb7859	2.49	2.13	2,142	3.64	139.5	true	false	false	true	e35ef30fad4ac863b31e15e30bb99d2aaed6e7bcb203556ca77203fe69419f69
6	9e4e591c	2.26	1.45	1,462	15.95	86	false	false	false	true	5b89151686e28f398f9285a181fe1ae41c9efeffeaae7f6d09544de5609b82b9
7	28926c43	3.05	1.9	1,938	8.49	146.1	true	false	false	true	3aef8405d3f44b92c01fb365abecac53ec055fc4c03bc3b8906b1adea9448e75
8	1e412d7e	2.3	1.87	1,870	6.2	137.1	true	false	true	false	de35eb88a86b5e5d623f974b67ab67152ce3959796070c2099e3fdd016b49396
9	c21598bd	2.12	1.78	1,802	8.47	82.4	false	false	false	true	6d55ba02e3d9adc645b28727c243fee697c18f0380fc6b94d02bfe3e85196874
10	a2559d30	1.68	1.73	1,734	14.61	78.3	false	false	false	true	73ba33e4ad9a4732bbcad210a0db01a7de7a4e499d3d50eb5bea48156f940cb8
11	c91a3447	1.65	1.79	1,802	6.73	158.3	true	false	true	false	4c9590769f9a284d1ddf8f8c67c100813657fcfa0d84602b3e2ee59d92fffe29
12	90a4ccb2	3.16	1.83	1,836	5.08	93	false	false	false	true	fbbfe094d615544f0488b4c425aebcba2efb3530a195c0303ac351c88d5ea3a4
13	58e4f961	2.31	1.56	1,564	13.55	126.1	true	false	false	true	96d4121b63804982038c9434eff5037a2084c3e394e4ca401fdeec28b62c8f7f
14	08589484	2.64	1.37	1,394	4.33	105.3	true	false	false	true	fcf7bb9394dcf2ae196a8d2c4e50adfcbd7bfb8cd7a14584b27f4650df5d652d
15	a37ec68b	3.16	1.37	1,394	4.54	102.8	true	false	false	true	51037fcefce15b4b76f3386bfd10fad3958d8ffac89513be76f471ec3f570b97
16	9bbfa126	1.67	2.05	2,074	13.26	120.1	true	false	true	false	ecb09e43b4b915d604cf568f140bede1d359aec44e2c5357b00cfd4a0591da19
17	3b723e45	3.33	1.48	1,496	16.27	135.2	true	false	false	true	118e83d1231fd73ed2070d714e84c872ff25af37df5f0387519f97155dd2be37
18	d8469318	2.39	1.93	1,938	3.91	151.2	true	true	false	false	d22bff232a1493d90701f510cf0a287c6f65f26f257ef8a4fba1b1ed2e273e28
19	2eea670f	1.79	1.46	1,462	12.47	145.3	true	false	false	true	7a2f00ff9a9a5cce05c5368ceef4728794735600848f2e2de0845b145f7ca8ed
20	761e1eda	2.49	1.36	1,394	7.02	99.8	true	false	false	true	e1db94867d7b5a0f079060985c833c1b7731c9473695c2f288b5dc2082fb79a8
21	015a4b69	2.56	1.38	1,394	14.54	108.3	true	false	false	true	bc0809f2de4fb72093c9da1556e68c82b8dc30c97b15cd4777e6246b54273b26
22	40962cec	2.65	1.2	1,224	11.1	99.7	true	false	false	true	288e9a7bcfa153d99ad0f5bc476f527b5e32d886e734674f36f8147fc45650b8
23	0f1599d3	3.17	1.66	1,666	15.15	154.7	true	false	false	true	cd0988fce32372864a58142612b7d6c3c516850c8cbd6a6365b5204cc777711d
24	2175f9ce	2.16	1.22	1,224	10.02	107.3	true	false	false	true	94fe3a01d05a2ed506abdcac6fc6638160b29180e4ba0681d583281aae55f2f6
25	9e8244cd	1.81	2.15	2,176	17.45	132.4	true	false	true	false	91b608ca121c810c4d235cdf859739cb8ca978df2e09a5add1d8848a9beb2609
26	84d93600	2.46	1.6	1,632	14.49	147.3	true	false	false	true	0b90d970b05e574e798371b6a27f00c161a1740b322deb1beac713d1f3c97fb1
27	e4cb22d7	2.87	1.95	1,972	2.39	144.1	true	false	false	true	7bce8aeeb39ab5180ab3e7e50b1a38312167104039bc11d4d1579fbc01f35bcc
28	585a2602	3.37	1.39	1,394	12.79	97	true	false	false	true	dde81cdfee2bdee08849468d840ae30438dca618d272146dce9569e9657c7716
29	203b8e71	2.82	1.76	1,768	10.5	80	false	false	false	true	70ba30a9ac2fe10c39f114be46c1ee4e72ed22dfc8a874ce44ea9df0fd3e14d9
30	8790c254	2.79	1.95	1,972	11.01	145	true	false	false	true	bb44cfe2211880b4e89faf82fd522c701c639d6d294d45fa475682f4b85f65d8
31	b0ac061b	2.4	1.3	1,326	15.15	122.6	true	true	false	false	924a7c1f7addfde44465ab6f574173ed5ded35575122211df58814564cdf83e6
32	d92ed776	2.09	1.4	1,428	6.66	103.1	true	true	false	false	51c3d966f75c1c5db7d284d8ea926c9298794361a26df4ce9b9f6645388323d1
33	56a7cc55	1.69	1.62	1,632	4.46	174.9	true	false	true	false	2cf58ee6ac5680c3956a6f1d7853d92172312955484be623325a38fbda34a771
34	c34125e8	3.1	1.65	1,666	5.75	150.6	true	false	false	true	a0897b9f086c11983bffdf5d2f91a69bcf266b3b87ff4b06aaf6933e5fcf460e
35	8c33879f	2.92	1.92	1,938	12.86	130	true	false	false	true	6264e8b06ce55e54cc01e253265795ba2195f930f05bfcd07648b64cf8b50e1b
36	025d822a	2.45	2.02	2,040	9.39	140.2	true	false	false	true	291fe0191f69393d0dc6437a7f19026d25acaa768a2a40148222d38ddae31c11
37	ce5ce279	3.38	1.4	1,428	9.78	101.9	true	false	false	true	e65e0a880b2109f71db561027b3c90f330c3aeead5639408088f61ba300d18b2
38	c6c5f4bc	2.91	1.41	1,428	7.27	135.5	true	false	false	true	a96d95cef9df4a86f0123654c08880657319c609a776ea8bcdd77e6514d793e0
39	bcfb2b63	2.06	1.93	1,938	9.16	157.2	true	false	false	true	64aeee05b446cd69ff941391c2da3044b8db782e50e233fd2dbce5441436af9e
40	f3c8da1e	2.92	1.32	1,326	9.67	142.4	true	false	false	true	e1987a38b65b401a40061459635bb7af5350af3309eccbe3164f8a4216258776
41	be48f4dd	3.08	1.62	1,632	7.97	177.8	true	false	false	true	9e2fecea928f5ac7af8dd49d5ef4542a8d9cfb2b249bcbccca4e023d44032977
42	88e602d0	3.02	1.55	1,564	8.95	110.7	true	false	false	true	6cac13def84a3bd55b7d7d8c9980cfa583e1f436e279f191aa69935ce45a55b2
43	663eb567	2.77	1.55	1,564	4.33	109.1	true	false	false	true	cf288263ea75bc08f4b329264f246cad355600f507897dfa825fc9c52d2fe432
44	a980d352	1.99	1.33	1,360	4.96	87.5	false	false	false	true	5d3944cf40d33baff729e34f913318fc7b8069b15244b79a3187ca965a1940b7
45	cdd66781	2.76	1.35	1,360	5.32	121.1	true	false	false	true	0da8dcd8aac75c83bc56b63657186419c28c22d7084065d9fea4894d7b99f552
46	27276424	1.95	1.67	1,700	5.78	101.4	true	false	false	true	a62e5ee302830e875025608ece3659aa85a8c0da828af6cd8333dd70d3fd8737
47	5ca029ab	3.01	2.01	2,040	13.04	149.3	true	false	false	true	62595b21e185688b435f0c92591d91df26f9208a68477e31d03b2e17d7292e01
48	c3b6a1c6	2.45	2	2,006	7.75	179.6	true	false	true	false	d32c6365567d52f676668008f7f8db9ba51d7ec89321f21fe60101f04a796255
49	d74fde65	1.9	1.36	1,360	14.9	144.5	true	false	false	true	49b2ba7c0ec8bbaff0ae6bc02bce881c93d4e57f544a0628d46d5f31a7906968
50	e3e36cb8	2.19	1.87	1,904	3.82	150.2	true	false	false	true	cee5f74a8129b05ac62077de56c1e57ffc5dc48749ce5a75156f353d89059791
51	e02bcc2f	3.16	1.24	1,258	2.93	117.5	true	false	false	true	b86df2b24ee7b6f25113e6ec86a8ed27a838da4578a9da70f25a60050ce43b53
52	eff0b97a	3.1	1.5	1,530	3.09	126.2	true	false	false	true	6eb8cf24ddfd1ae872f475c162ab808c9497a8046002ee64932b176ae13a246a
53	0a843d89	2.78	1.79	1,802	7.25	127.1	true	false	true	false	11a7993973edd221f334cc6b07b2a29c450aec12a0e806830084e8a7f47ba02c
54	779ab08c	2.71	1.54	1,564	7.94	76.9	false	false	true	false	7354e45c3c55c1378f94452c8553ecac61d015a4fc33f3776fec3cab869ea3c2
55	409c20f3	3.26	1.8	1,802	8.93	124.6	true	false	true	false	fdee5e7c71fe35b5f2308e117c2e2bb40193b1d5bac457fb71726a11230ec56f
56	277ece6e	3.03	1.75	1,768	13.03	94.4	true	false	false	true	c145def6546749ba56a9c95d4d000a4856e3bf3fad3f222e503fa7ac8df3cdb9
57	13aaa8ed	3.3	2.11	2,142	4.1	158.1	true	false	true	false	7c8814f198703d0f4817e07c3b397ad80d033ccc65f2a8f95684084d7fce308b
58	098903a0	3.1	1.4	1,428	3.75	168.5	true	false	false	true	69fdf55e1f69764e126f2407a5e4bbd4c2006640c9175682695a4eca7dba75dd
59	afddebf7	3.02	1.94	1,972	7.18	135.9	true	false	false	true	0da1f206aac4d78974603e4b8adc4beeb26af47bcbb42e2fc3b225ef8f18ddd9
60	372dd4a2	2.91	2.18	2,210	11.74	103.9	true	false	false	true	dce0ab51fdd1dd2a9eb0f377c65b4e5e1e4179f44d187417d2cd843e0ecd23da
61	2a868491	2.49	2.17	2,176	10	105.1	true	false	false	true	6c2d0c402ca2e15904403c03cd4e63a23c9da53ffae7d3a63bf6805d5b306304
62	637979f4	2.08	1.87	1,870	7.39	133.3	true	false	false	true	93408220909357e128a1e8149002c614dbbaa152898d230ec1adafa642f7a472
63	c6d4313b	3.27	1.71	1,734	16.61	107.1	true	false	false	true	511356e7c391a03256413e3fc279763294aa977db54e86b9719c9c2bdec1d2c5
64	443c0016	2.29	1.66	1,666	11.24	160.7	true	false	true	false	8452d050175e1200ee895212676820ed870cffa22b725764bd2361954004e5f5
65	2dcb7475	2.69	1.72	1,734	10.4	95.6	true	false	false	true	5e3ac61fd64efd5caee49940684f26aac494317e8da8e0461ddb0243cd048dd4
66	34da6788	2.69	2.02	2,040	5.51	129.1	true	false	true	false	553f7a3f17aa0474efe75c04c9e8602122fc6299a979b4e891414062940850d6
67	805c34bf	2.1	2	2,006	2.06	97.7	true	false	false	true	a70d788cbd398981d82047909bc36d1c2085e3d69139663b58d13f12123bfad2
68	428cc4ca	1.68	2.16	2,176	7.36	106.6	true	false	true	false	520c33ad64e0c3639d2621bf6c19ff195b5f2ba8f46dbbbc734d849060be8d20
69	2ec15c99	1.9	1.42	1,428	13.18	119.5	true	false	false	true	38f1900b867f0e48c2463545d7957b2a1b88e24d058f90f55e045aa329ac799b
70	7911605c	1.71	1.93	1,938	3.82	131.9	true	false	false	true	7ed464bfe37ff19289261a7ae6512d6e56a360658ef7744b7dcb4cc7b4978d90
71	ae917a83	2.32	1.97	1,972	1.89	88.1	false	false	false	true	52cbf08da4d4aa23b6037c1351a6a1eee4ae1e9981989a301f8c465b588504e8
72	901cd6be	3.25	2.02	2,040	4.64	76.1	false	false	false	true	7413e53c31ea6d8ddbd4bf64ee2ad070f2ac1c84c6fd12e85fea04b5a9074a62
73	112860fd	2.54	1.46	1,462	14.81	97.1	true	false	false	true	937351bdab8c115448f059886f2f7b0e82d5476500580bc1f24e629f31002c98
74	550f3870	2.81	1.52	1,530	6.53	147.4	true	false	false	true	58670f4d673b5076fba5f9f0c0086e3727e3d2274dc61e58e83b4352febff450
75	2e51c687	2.71	1.35	1,360	9.89	103	true	false	false	true	745646a4deef4760930199234b8fec2b9db202b8aedd120c8b649c25be6fb901
76	29b629f2	2.97	1.5	1,530	3.32	99.3	true	false	false	true	eac30401cb44415c09a246305790b89cf0f08109b1a01d42afe1c3be0b2dc9c4
77	235ce5a1	1.94	2.12	2,142	5.7	94.9	true	false	false	true	857d44aab19eced40abe45bc3ec98a2dc25a6f66d3df0aff61c9588781f55deb
78	002403c4	2.8	2.07	2,074	5.49	161.7	true	false	false	true	d898659fc52b1ff818fe85c8fe8a74a6bbd517423ca0a4f9609336a7ddc65759
79	5d011ccb	1.74	1.9	1,904	10.52	77.1	false	false	false	true	03fbe796c1e9c08d009ce0de3053c171802194cefd9738238652e3e08141663e
80	2ce3f266	2.21	1.71	1,734	14.23	92.4	false	false	false	true	034f835d9cdbbfdfabde6f2fe51969f0cbf86896b11dc3057af37c9d8c149c3d
81	d2bb8e85	1.88	1.64	1,666	11.85	131.4	true	false	false	true	2cb0e82e946ae9979ef7c3cbc00cabcc8af30e548f0394d7532f6e234d3ddad3
82	8c131658	1.71	1.83	1,836	12.18	158.8	true	false	false	true	e1d3660d67330ab780da5b8995951d51d6871af0f694c259a468f8256d98f0ab
83	948dc14f	1.72	1.78	1,802	8.44	83.2	false	false	true	false	f159b2773c645fc93d0db317f4cf493f117c64472d37a26d26cd3936addb2da8
84	9b26a41a	2.15	1.7	1,734	3.58	135	true	false	false	true	221880e6f5b3321f9bc2700654565589e9a185d8585479692d74ed7f31d6f45b
85	e0453fa9	2.5	1.72	1,734	4.92	110.7	true	false	false	true	4f04aa432803f43f901486ad9a6db34f921b2f0aa64d7e4604e9a4d395ac6645
86	a067042c	3.29	1.53	1,564	6.85	179	true	false	false	true	388eb443ec5284e1b576cc11e5440991cbbb9240ea8cdf7b0120c61386018b61
87	b1b43813	3.23	1.8	1,836	9.16	178.1	true	false	false	true	c141635987dd6298dd210f4c04cce07cb521cc7311484eeda132182cf9a32cf7
88	9267f30e	3.38	1.77	1,768	7.62	145.9	true	false	true	false	8cd7f7897d7983dbe1321d31f2d427e8d6ba1ac43027b6d1555b55fc7ad01222
89	b9831d0d	1.78	1.51	1,530	14.33	90	false	false	true	false	1ca89a38e278d55aabeaa2103dcd343b58d95a66836b7e59b2c8d37452d9b769
90	7d05a140	2.65	1.34	1,360	17.57	141.7	true	false	false	true	be976624f08d72b64bf603361d2017e70710611bbc0b486d97c01449bbf61943
91	e8834517	2.05	2.19	2,210	8.4	127.7	true	false	false	true	caebf6b268850d813ad50f1557b83b245a24f906eb71e1418be99aa9064ad544
92	6eaed342	2.36	1.64	1,666	13.83	120.3	true	false	false	true	3ae787a92449d25d9a4147d7f6ca00177534601053ff8b9ca11a018888b6d607
93	d9aa8ab1	2.63	1.77	1,802	2.73	167.7	true	false	false	true	2baefe4b7b62f6c2c8cf6f237d708efabbd3ebe5c629db2ca9b4ad8c0ae0ced6
94	d8040194	2.37	1.48	1,496	17.02	154	true	false	false	true	5b22f00bd555142d1b82a35cc6935b4737286a2fc3dad63f96d15c8a8fe516a5
95	6b1fec5b	2.87	1.3	1,326	5.26	91.9	false	false	false	true	f26e8ea742ff5003c35680edb51f39e4bda90312e4a2b2e83f15e79ce4751ea1
96	891378b6	1.79	1.57	1,598	6.97	171.1	true	false	false	true	2477a9c65b429fc17927464de73c75de3719bd7d915a76817f77ca27dac9a20e
97	57012c95	3.27	1.37	1,394	10.21	154.2	true	false	false	true	9598e250768228cec423fcd28a2e17fa3e081f29b463d4b8895bda70c5bf1c93
98	6aba7928	1.65	1.74	1,768	5.12	134.9	true	false	true	false	acd4ee8d973833d3aa1aabf7a6074928df9b047163ce72f2ac0c95882f09cb34
99	a6c971df	2	1.75	1,768	9.87	177.8	true	false	false	true	a30f59f6fa614fd2255a4613af88702bcad18c4c9ed4354ab48120bd9bf3e28c

End of preview. Expand in Data Studio

Drone failure boundaries (n=2500)

First-principles Monte Carlo at the clocks where UAS assumptions die: vortex-ring hover, ice, GPS-denied VSLAM.

Each config is 2,500 trajectories. Unique SHA-256 proof_hash per row. Dual-regime flags (warn / hard) are booleans. One row = one trajectory.

Custom OEM mass, disk area, LWC, ice factor, and residual gate recompile the same binaries: 48-Hour Forge.

Hover

Config	Warn / hard
`vortex_ring`	VRS-held 9.0% / crater 37.2% · outside 53.8% (exclusive)

Ice

Config	Warn / hard
`rotor_icing`	iced-held 13.6% / T/W<1 39.0% · clear 47.4% (exclusive)
`iced_stall`	iced-held 47.3% / stalled 20.7% · clean 32.0% (exclusive)

Dark window

Config	Warn / hard
`dark_window`	unprotected crash 80.1% / reflex hard 79.8% · airborne 16.8% · touchdown 3.4%

Load

from datasets import load_dataset

vrs = load_dataset("spiderpilot89/drone-failure-boundaries-n2500", "vortex_ring", split="train")
print(len(vrs), vrs[0]["is_vrs"], vrs[0]["is_ground_impact"])

Engine

Forge: johnkruze/genesis-core
Reflex: johnkruze/ztp-runtime
Site: zerotrustphysics.com
Other sealed banks: doe-genesis-sealed-n2500 · humanoid-failure-boundaries-n2500 · ocean-failure-boundaries-n2500

License

MIT.

@dataset{kruze_drone_failure_boundaries_n2500_2026,
  author = {Kruze, John},
  title = {Drone failure boundaries (n=2500 dual-regime)},
  year = {2026},
  url = {https://huggingface.co/datasets/spiderpilot89/drone-failure-boundaries-n2500}
}

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Zero-Trust Physics

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Sealed n=2500 dual-regime envelopes. Ten doors: federal · humanoid · ocean · drone · surgical · mycelial · vehicle · reentry · space · fusion. • 10 items • Updated about 13 hours ago