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In 2020, HALO AI entered and placed as a 2nd-Round Finalist in the Pandemic Response X-Prize, as the sole quantum competitor, and the only competitor that did not use healthcare data as a key variable in its algorithm.
The HALO model was generated via algorithms created by HALO AI, and implemented on the D-Wave Quantum Computing Platform.


Utilizing D-Wave, HALO was able to generate a predictive model of Covid transmission sufficiently accurate to progress beyond the elimination round, and to achieve superior results relative to most models submitted utilizing classical computing. This model is an example of hybrid-quantum computing, where an AI utilizing one variety of quantum inputs - the environmental pattern sampling of AEM, HALO's MTJ-TRNG array - creates an algorithm that is run on a D-Wave quantum computer. The team believes that this is a truly novel example of a new, practical use of MTJ - TRNG technology.

(Magnetoresistive Tunnel Junction - True Random Number Generator)

 

 

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H.A.L.O. QI - Predicted Weekly New COVID-19 Cases By Country

Effects of Non-Pharmaceutical Interventions (NPIs) on Global New COVID-19 Cases Per 30 Days
Oxford Government Response Tracker Database
235 Global Regions with 14 Specialty Regions

Control

vs

Blockchain

AI-Predicted Daily New COVID-19 Cases By Country

Country
Region
Date
Predicted Daily New Cases
Daily New Cases Pre-H.A.L.O.
Words
United States
Hawaii
04/25/2021
0
0
air-conditioning
United States
Hawaii
04/26/2021
17.05562038
17.76908337
nomads
United States
Hawaii
04/27/2021
0
0
hurled
United States
Hawaii
04/28/2021
22.99343516
23.89782518
bite-sized
United States
Hawaii
04/29/2021
36.46334534
37.85214352
arzt
United States
Hawaii
04/30/2021
48.06233873
49.81957331
skill
United States
Hawaii
05/01/2021
3.440808149
3.561374431
ipsa
United States
Hawaii
05/02/2021
0
0
tackled
United States
Hawaii
05/03/2021
15.66314621
16.16453195
besa
United States
Hawaii
05/04/2021
0
0
flanges
United States
Hawaii
05/05/2021
21.68239444
22.31115467
watchers
United States
Hawaii
05/06/2021
35.31155018
36.28259285
conformist
United States
Hawaii
05/07/2021
47.0424241
48.26572925
ozomatli
United States
Hawaii
01/28/2021
70.50621589
67.46396515
penetrates
United States
Hawaii
01/29/2021
82.49400549
79.18996479
kwok
United States
Hawaii
01/30/2021
33.96747051
32.71288273
sentimentalizing
United States
Hawaii
01/31/2021
15.05301433
14.54425615
near-misses
United States
Hawaii
02/01/2021
46.27379934
44.85596838
aims
United States
Hawaii
02/02/2021
1.972477798
1.918310387
selfless
United States
Hawaii
02/03/2021
51.96319535
50.70245058
snapshots
United States
Hawaii
02/04/2021
65.79636203
64.41188801
enlightening
United States
Hawaii
02/05/2021
77.53934321
76.15914204
charlene
United States
Hawaii
02/06/2021
30.13902537
29.70090404
tutsis
United States
Hawaii
02/07/2021
11.69182795
11.5602763
carols
United States
Hawaii
02/08/2021
42.23880508
41.90323786
unum
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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