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2020 Pandemic Response
X-Prize Hall of Fame

In 2020, HALO AI entered and placed as a 2nd-Round Finalist in the Pandemic Response X-Prize, generating a predictive model of Covid transmission sufficiently accurate 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 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)
 

The HALO model was generated via algorithms created by HALO AI, and implemented on the D-Wave Quantum Computing Platform.

Xprize.JPG

XPRIZE COVID19 Pandemic Response Challenge [Finalist]

Overview of Interactive Data Displays

H.A.L.O. AI - 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
Zimbabwe
all
06/07/2021
327.5309102
346.4407681
decade
Zimbabwe
all
06/08/2021
307.0152602
326.3676751
caber
Zimbabwe
all
06/09/2021
316.3280891
337.9607843
vagrant
Zimbabwe
all
06/10/2021
318.2108418
341.6928667
aides
Zimbabwe
all
06/11/2021
293.7058201
316.983754
empathizes
Zimbabwe
all
06/12/2021
307.5960662
333.6721641
howdy
Zimbabwe
all
06/13/2021
206.5082072
225.1658995
complying
Zimbabwe
all
06/14/2021
321.668881
352.5428587
jaybird
Zimbabwe
all
06/15/2021
301.7537155
332.4334057
iou
Zimbabwe
all
06/16/2021
310.6245684
343.9922855
dunking
Zimbabwe
all
06/17/2021
312.3233495
347.6882812
tablescape
Zimbabwe
all
06/18/2021
288.5724233
322.9424094
outstrip
Zimbabwe
all
06/19/2021
301.8538813
339.5969306
gleeful
Zimbabwe
all
04/18/2021
179.9514821
171.6980177
reno
Zimbabwe
all
04/19/2021
315.6007043
299.1277896
relatives
Zimbabwe
all
04/20/2021
296.5475856
279.2166123
concocted
Zimbabwe
all
04/21/2021
311.0500117
290.9537863
relationships
Zimbabwe
all
04/22/2021
317.2739535
294.8449966
coaxed
Zimbabwe
all
04/23/2021
292.7548491
270.3008239
anti-aging
Zimbabwe
all
04/24/2021
312.9938596
287.1317133
surrealistic
Zimbabwe
all
04/25/2021
196.1418169
178.7868289
herre
Zimbabwe
all
04/26/2021
338.0887772
306.2201378
nthe
Zimbabwe
all
04/27/2021
318.0945982
286.2954271
sashi
Zimbabwe
all
04/28/2021
333.2095898
298.0217583
tel
Zimbabwe
all
04/29/2021
339.6588995
301.899829
jz
Zimbabwe
all
04/30/2021
310.7669302
277.3421324
cajoling
Zimbabwe
all
05/01/2021
328.2746764
294.1621488
compiles
Zimbabwe
all
05/02/2021
206.5048763
185.8041045
footsteps
Zimbabwe
all
05/03/2021
346.7101657
313.2379993
gallup
Zimbabwe
all
05/04/2021
323.3026446
293.2968145
grump
Zimbabwe
all
05/05/2021
334.8239768
305.0087318
pickett
Zimbabwe
all
05/06/2021
337.6571294
308.8707276
fount
Zimbabwe
all
05/07/2021
309.4979545
284.2963272
terrifyingly
Zimbabwe
all
05/08/2021
326.4230302
301.1025922
demilitarized
Zimbabwe
all
05/09/2021
208.0576547
192.7282147
selangor
Zimbabwe
all
05/10/2021
344.1676026
320.1601021
harlow
Zimbabwe
all
05/11/2021
321.3430146
300.1991799
frankie
Zimbabwe
all
05/12/2021
332.4413515
311.8939496
roberston
Zimbabwe
all
05/13/2021
335.0998062
315.73686
ney
Zimbabwe
all
05/14/2021
307.6710089
291.1420101
bleier
Zimbabwe
all
05/15/2021
324.0114232
307.9313288
unsettled
Zimbabwe
all
05/16/2021
209.0483543
199.5371172
intangibles
Zimbabwe
all
05/17/2021
341.0605728
326.9640823
fluster
Zimbabwe
all
05/18/2021
318.8174922
306.9803208
avoider
Zimbabwe
all
05/19/2021
329.491087
318.6546626
woolston
Zimbabwe
all
05/20/2021
331.9732045
322.4751627
tractor
Zimbabwe
all
05/21/2021
305.2734852
297.8567553
ketogenic
Zimbabwe
all
05/22/2021
321.0275802
314.62586
kohler
Zimbabwe
all
05/23/2021
209.4655593
206.2087291
occam
Zimbabwe
all
05/24/2021
337.3779689
333.627787
seismologist
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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