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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
New Hampshire
12/27/2020
447.9914416
450.3645126
postelection
United States
New Hampshire
12/28/2020
493.9545192
498.6829507
cancellations
United States
New Hampshire
12/29/2020
379.7200692
384.9923295
assailants
United States
New Hampshire
12/30/2020
421.5846161
429.2716136
fairytale
United States
New Hampshire
12/31/2020
11.43432378
11.69296859
thoden
United States
New Hampshire
01/01/2021
464.4503162
477.0111179
onrecording
United States
New Hampshire
01/02/2021
664.2318674
685.1600256
gunpowder
United States
New Hampshire
01/03/2021
406.827495
421.4769969
lyre
United States
New Hampshire
01/04/2021
450.6463166
468.9202085
low-gi
United States
New Hampshire
01/05/2021
338.9962856
354.2957573
distiller
United States
New Hampshire
01/06/2021
379.0730878
397.933289
sandler
United States
New Hampshire
01/07/2021
0
0
huffpost
United States
New Hampshire
01/08/2021
420.090739
444.9268291
nip
United States
New Hampshire
01/09/2021
613.1896322
652.3524595
squanto
United States
New Hampshire
01/10/2021
362.6673945
387.5669632
replanting
United States
New Hampshire
01/11/2021
404.7585139
434.5039903
sandusky
United States
New Hampshire
01/12/2021
296.1150028
319.3203586
jamin
United States
New Hampshire
01/13/2021
334.7842991
362.667519
shifts
United States
New Hampshire
01/14/2021
0
0
portugal
United States
New Hampshire
01/15/2021
374.3073965
409.2172853
newscast
United States
New Hampshire
01/16/2021
566.7245575
616.2550457
lytro
United States
New Hampshire
01/17/2021
324.2685383
350.7265755
ramp
United States
New Hampshire
01/18/2021
369.4455557
397.4679259
scaggs
United States
New Hampshire
01/19/2021
263.5398836
282.0317605
crossings
United States
New Hampshire
01/20/2021
305.6404933
325.3678992
tubman
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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