Bezos-Funded Deep Sentinel Tested

By: Ethan Ace, John Honovich, and Rob Kilpatrick, Published on Mar 28, 2019

Backed by Jeff Bezos, the Silicon Valley startup, Deep Sentinel, has declared:

No One Does Home Security Like We Do

Our Surveillance Team has eyes on criminals from the second they step on your front yard.

if our AI or personnel detects anything suspicious, we will contact law enforcement in seconds. Guaranteed.

with zero false alarms and verified crime in progress, police are quick to respond.

Those are really ambitious and aggressive claims.

But how well does it really work? We bought a system and tested it.

We found some surprising positives and negatives for the product, both in how it worked, who should use it and risk for the company's long-term model.

****** ** **** *****, the ******* ****** *******,**** ********, *** ********:

** *** **** **** Security **** ** **

*** ************ **** *** eyes ** ********* **** the ****** **** **** on **** ***** ****.

** *** ** ** personnel ******* ******** **********, we **** ******* *** enforcement ** *******. **********.

**** **** ***** ****** and ******** ***** ** progress, ****** *** ***** to *******.

***** *** ****** ********* and ********** ******.

*** *** **** **** it ****** ****? ** bought * ****** *** tested **.

** ***** **** ********** positives *** ********* *** the *******, **** ** how ** ******, *** should *** ** *** risk *** *** *******'* long-term *****.

[***************]

Executive *******

*** **** **** ** Deep ********'* ****** ** that ** ******** * live ***** ** **** at ********* ******** **** happens ** ***'* *****, including *******, ****, ****, yourself, **** ****, ***., ready ** ******** *** police ** * ******'* notice. *** $** *** month ******** * ******* and **/* ********, ** is * **** **** for ********** *** *** concerned ***** ***** ******** and **** *** ******* of ********** ******** ** literally ********.

*** **** *********** ***** of **** ******** *******:

  • *** ********* **** ******. They ********** '*****' *******, cats, ****, ***, *** humans ** ********. **** is *** * ****** problem *** ***** ***** the ****** ** *** up *** *** **** Sentinel ********* ** ****** and ***** *** ** these ******* **** ************. However, ** ** * practical ******* *** **** Sentinel ***** ** **** drives ** ***** ***** and *** ********** ** responding ** ****** ******* rather **** ** ******* stream ** ******** ******.
  • ************ *** *********** ** this '***' ****** ******** a **** ****** ** technical ***** ** ******* outdoors *** *** *********** to ** ******* ***** few ****** ** ******* the ********* ** *** 3 *******.
  • ******* ** *********: ** design *** *******, *** system ** ****** *** monitoring ** *** *****, including **** *** ** home. *** ****** ****** be ******** ** ****** off, ** *** **** be *********** *** ** a *** * **** privacy **** **** *** to ** ******** *** each **** ******* ** wanted. **** ***** ** a ******* *** ***** who *** ************* **** operators ******** **** ***** time **** ** ******* or *** ******* ** moving ** *** ***** covered ** *** *******. Moreover, ** ** * problem *** *** ******'* already ***** ******* **** since ** **** **** when ********* *** ****** (i.e., **** ****** *** middle ** *** ***).

Positive ******* *********

** ***** **** ******** has * ****** ** be * *********** ****** if *** ** **** develop **** ****. ***** it ** ************* **** the '**** ********' ** Deep ******** ***** *********, this *** *******, ***** will ********** *** ********* of ***** ***** ** reducing ******** ******* ******. Moreover, ** **** *** ways ** ******** *** regular ******* ************ (*.*., whether ****** ***** *****, installation *** ******, ******* on * ******** ** on ******, ***.), **** would ****** *** ****** on *** ****. ***** the ********** ** *** team *** *** ******* by *****, **** **** the ********* *** **** to *******.

** ** ** ********, the ******* *** ***** of **** ******** **** not ******* **** **** or ********** *** **** Sentinel *** ** *********** to ******* *** ****** end ** *** ****** that **** *** * premium ** **** * security ****** **** ****** in ***** ************ *** immediate ******** ********.

Installation/Maintenance ******

**** ******** *** *** key ************ *** *********** issues *** ***** ** other *** *******:

  • ******* ************ ********: **** ******** ****** are ******* ****, **** no ****** *** ****** use ****** ** ***** consumer/DIY *****. **** ******** users ** ********** *** to **** ****** *** camera, *** * ******, and ******* *********** * wide ******* *********, ** ************ ******* in ****** **. ***** vs. ***** **. ******, etc. *** ****** ****** for **** ******** ** less ****** ** ******* these ****** ** *** desire ** ******* **** installation, *** ***** ** no ********* *******, ********* **** ********.
  • ******** ******* *******:**** ******** ****** ** average ******* **** ** up ** *** ******, meaning ********** ****** ****** to ****** ********* ** least ** ***** *** year (*.*., * ******* changed ***** * ****** or ****). ************, ***** is ** ****** *** wired ***** ** ***** as ** ***** ******* powered ******* **** ******, ******, ***** ***** ******* this ******** ***********. *******, Deep ******** **** **** are ********** **** ******* for ****** *******.

*******

*** **** ******** ************ Package *** ** ***** on ******* ******** ********** ~$*** *** *** requires *** **** ** buy ** ***** * year ************ ** *** monitoring ******* *** $**/*****.

Size **********

******* ** *** **** IQ, ******* ******* ******, the **** ******** ******* are ******* ** ****** but ****** ** ****** due ** *** ***** camera *** *** ******* compartment/speaker ***** **.

Physical ********

*** **** ******** ******* have ** ******** **** factor *** ************, **** a ****** ***** *** size ** * **** Cam ** ****** ***** Cam, *** * ***** cylindrical ****** ********, ********** the ******* *** *******/***.

** **** * **** at *** ******** ************ of **** ******** ** this *****:

No ****** ****** ** ******

** **** * **** of *****, *** **** Sentinel ******* *** *** miss * ****** ******* into *** ***** ** view, **** ** ***** sent ***** ****, *** and *****.

*******, ***** **** ******** mis-identifications ** ***** ******* as ******, **** ** animals, *******, ***., ******** later. ****** **** **** these ****** ***** *** be ***** ** ******* users, ** ********* ***** review **** *** ********* no ****** ****** *** in *** *****.

Quick ******** ******** ****

**** * ****** ** vehicle ******** * ************, the ***** **** **** sent ** * **** operator ** ** ******** for ********** ********. ** our *****, ********* ***** check *** ****** ************* within *** ** ****** seconds.

Operator Verified Notifications Within 10 to 20 Seconds of Receiving

************, **** ******** **** intervention *** ****** ** each ****** ***** *** test **** ******, *** operators **** ********* ****** ten *******. ***** ** an ******* ** *** live ******** **** **** tested.

Event ************* *** ** ******* / ******** ******** ****

****** **** ***** "***" systems, **** ******** ** fully *********, **** ********* receiving *** ********* ***** event, ** *** ** dispatch ** ********. ******* of ****, *** ***** by ******* ** *** receive ************* ****** ** two *********:

  • ********* ********** ** **** to * ********** ******
  • ****** **** ********

***** *** ********** ******* notifications ** ****** *** vehicle ******:

End User Person and Car Notifications Disabled by Default

*******, *** ** ******** false ******, ********* *****, users *** ****** ** find ***** **** ************* annoying ** ***********.

Many ***** *********

**** ******** *********** ******* nuisance ****** **** * number ** *******, **** the **** ****** ***** animals *** *******. *** example, * ********'* *** was ********** *** ******** detected ** * ****** in ****, ********** ** event **** ****.

Frequent alerts on small animals

***** ******* **** **** common ******* ** ***** positives, **** ****, *****, or ***** ********** **** as ****** ** ********.

Frequent alerts on Large Animals

*******, *** **** ****** source ** ***** ********* was ******* ** *** scene ******* ** ******* branches ** *****.

**** **** ***** ********** were **** **********, ** well, **** *** ** the ***** ******** ******* 98% ********** **** ***** objects **** ****** ****** or ****:

Many False Alarms with 98 Confidence

Installation ******

**** ******** ******* **** be ******* ********, **** no ****** *** ****** use (********* **** *** monitor ****** ******* *** users **** ** ******** to ******** ****). **** means **** ***** ******* to ***** ***** ***** door, *** *******, **** mount * ****** ******* their ****, ** *** exterior *** *****. ** contrast, ********* *** ******* such ** ****, ****, or **** ***** ***** to ****** ******* *******, where ** *** ** more ****** ****** ** a ***** ** ***** or ******* **** *******.

Outdoor ******** ****** ********

************ ** **** ******** may ** ****** *** many ***** **** ***** hand *****, ** **** trim ** ***** ********* for ******** *** ******, which *** ** **** with * ****** ***** (shown *****), ***** *** generally ** **** ** hand, ******* **** * drill.

*******, *** ***** **** brick, *****, ******, ** other ******** *********, ************ may ** ****** ***** capabilities. ************ ** *******, *****, or *****,*** *******, * ****** drill ** ********* ********, which **** **** ***** are ******** ** *** or **** *** ** use. ************, **** **** be ***** **** ******** into ***** ******** ** as *** ** ****** them ** ******* *** hole, ********* ** ******* pulling *** ** *** wall.

**** ** **** ********'* own ************ *****, ******** the ****** **** ****** above * ***** **** does *** ****** ****, with *** ********* ********* drilling ***** *** ****, and *** ******** ******* onto *** ******.

*** ******** ** ******** **** ********-***** ********* ******* ***** remedy ***** ************ ******, as ***** ******* ** pay $**/***** *** **** Sentinel *** **** ****** to ****** * ***** installation ***.

Battery **** ******

*** ******** ******* **** of **** ****** ** two ****** ********* ** Deep ********. **** ***** a ********* ***** **** to ****** *** ******* of **** ****** *** times **** **** ** risk ******* ** **** of *** ***** *******, with ** ***** *** of ***** ******* ******* falling ** ****** ******.

** *** *****, **** the ******* ** *** about * **** ******* at *** ***** ****/****, battery **** *** **** to ~**%, ***** ***** mean ******* **** **** frequently **** *** ******.

********

*** ********* ******** **** used ****** *******:

  • *** *******: *.*******

Country ** ******

**** *** ******* *** hub *** ******* ** "Assembled ** *****":

Comments (53)

** ***** **** **** installer ** ******** **** his ****.

...*** *** ******** ******* onto *** ******.

****, *** **** ****** isn’t ***** ********, ***** it’s ******** ******* ** the **-******** ***** ****...

******* ** ** * secretly ***** **** *********.

**'* *** **** *** installer,**'* *** ***.

$**/***** ********** ** ******** to ** ***********/**********, **** if **** ******* *** analytics. **** ** ** exceptionally *** ****, ************ for *********** ***** **** tend ** ** **** activity (**: ************ **** running ******, ***** ********, lawn ** **** *********** people, ******* **********, *** so *****).

** ***** **** **** and ***** ******* ***** that, *.*., *** *** you **** ***** ** your ********* *** ******** dozens ** ******** ****** per ******** *** ***? They *** **** ** built **** ***** ***** and ***** **** **** not **** *** ***** margins ** ************ ******** providers (*.*., ***), **** they *** ** ** a *********** ********* *** moat ******* ****** ******** this ***** (*.*., **** are **** ****** *** don't **** ** ***** about ***** **** **** positive *** **** ***** as **** ** **** grow).

** *** **+ ****** per ***, **** * month **** ** *,*** total. *** ** ******* to ***** (*** ****), that's **** * ***** but **** *** ********* are ******** **** ****** simultaneously *** ***** ** less **** ** *******, so * *** **** per ******* *** *****, maybe ** ******* *** account *** *****?

**** ********** **** **** to *** *** **** economics ***** *** **** to ******* (*.*., ******) alarms **** **** **** to *******.

**** *** **** ** built **** ***** ***** and ***** **** **** not **** *** ***** margins ** ************ ******** providers (*.*., ***), **** they *** ** ** a *********** ********* *** moat ******* ****** ******** this ***** (*.*., **** are **** ****** *** don't **** ** ***** about ***** **** **** positive *** **** ***** as **** ** **** grow).

*** **** **** **** wearing * ********* ****** when ******* **** ****, because **** ******* ******* you ****** *** ** answer.

** ** *** **** operator *****, ****'** ***** to **** * **** bit ** ***/*****/******** ***** with * ***** ** chattery ******* ******* ************* of **** *** *******.

**** **** ***** ********** center ** ** **, which *** * ******* wage ** $**/** *********. They **** ****** **** to *** ****** * decent ******* ***** **** to ******* *** ****** the **** ** ****** you **** *** * good ********** *********, ***** grossed-up ***** *** ****** to ****** $**/** *** person.

*** ***** ******, **** can ******** ******* **** within * *** *******, you ***'* **** ** watch *** ***** **** to *** **** ** is * *** ** a ******. *** **** others **** **** **** to ***** * ** 3x ** ** ** shadowy *** **** ***'* quite **** **** ** going **. ******** * seconds *** **** ** average, *** * ** minute ***** *** **** (these **** *** ** very ******* *** ******), 1 ******** *** ******* about *** ***** ** hour.

** $**/***** **** *** clips ** *****, **** some *** *****, *** they're ******** ****** *****.

********* *** ********* ******* would ********* ****, ****** I ******** *** **** processing ***** **** **** on *** ******. **** could ** **** ********* processing ** *** *****, at *** **** ** a ****** ***** *** more *** *********.

*** **** **** **** wearing * ********* ****** when ******* **** ****, because **** ******* ******* you ****** *** ** answer.

***, * ** ********* what ***** ***** **.

******** * ******* *** clip ** *******, *** 1 ** ****** ***** per **** (***** **** can ** **** ******* and ******), * ******** can ******* ***** *** clips ** ****.

*** ********** ***** **** made ** **** ********* are ******** ******** ***** simultaneously. * ** * bit ********* ***** *** well **** **** **** but **** ** *** claim ****.

***** ***, **% ** their ****** *** ****** cats, ****, *******, ***. which *** **** ** review / ******.

*** **** * **** point *** * ***** about **** ***** ********* significant *** **** ****** attention, *.*., ** ** in ** ******** ** is ** *** *********, etc.?

*** ********** ***** **** made ** **** ********* are ******** ******** ***** simultaneously. * ** * bit ********* ***** *** well **** **** **** but **** ** *** claim ****.

**** *****, ******* *** also **** ** ****** in *** ***** ***** they ******** **** *************, ************ *** ***** alarms, ***** ******** *******:

*) ***** **** ****

*) ** ***** **** down *******

*) **** ******, ***** info, *** ****** ******** or ********.

***** ****** ***** ****** take **** *+ ******* to ***** ******. *******, they *******'* **** *** many ** ***** *******, but ***** * **** event ***** *** ********** time ** ~** ********* events.

****'** **** **** *** overhead ** ********** ****** to ****** *** ********** employees, *** **** ******* expenses (****** *****, ******** connectivity, ***.).

** **, *** ********* model ***** **** ** breaks **** **** **** just ****** ********, *** the **** *** ****** the ********, *** ***** it *****.

*********** ********** *** ***** systems ** ***** $**/** for **********-***** ******* (**: not *** *** ***** where **** "****" *** a **** ****** *** charge $**/** *** * years). ***** ******* *** generally **** *** ****** events, **** ******* ********* in ***** ** ******* costs *** ** *****. Companies ******** ***** ***** are ****** ****-***-***** *******.

**** ******** ** ******** 5x *** ******* ****** price *** ***** **********, but ******** *** *** the ******** ************* ********. I'm *** ********* **** some ********* ************ ** related ************ ** ***** are ***** ** *** that.

* ** ***** **** have * "****" ******* rivals ** *** ***** that *** ******** ********* for **** **** ** money-losing ******** ***** ** be ********* ** ****** years.

**** ******** ** ******** 5x *** ******* ****** price *** ***** **********, but ******** *** *** the ******** ************* ********. I'm *** ********* **** some ********* ************ ** related ************ ** ***** are ***** ** *** that.

**** ***** ***. ** the ********, ***** **** a ********** ********** ** run. ** **** **** to **** ***** ****** human ****** **** ** someone's ***** ** ***** a ***, ** ** it. **********, **** **** either ******* ** ** give **.

* ** * *** more ******* ***** ***** ability ** *******. * would ** ******* ** they ** *** ****** to * ***** ** off ** *******, ** by ******. **** ***** will ********* ****** ******* usage *** ******** ********.

**** ********* **** ******* with * "****" ******** with *** ********** **** everyone *** * ****** and **** **** *** have ***** ** * "HELLO" ********, ********** *** reality **** **** ****** are *********** ********* ******. My ***** ** ******* this *** ** **** they *** ********* ***** learning ***** *** ******** and *** *** ****, so * ****** **** to **** **** *************.

**** ** ** ******? I ***'* ****. *** it's **** *** *** market *** ********* ****** new **********.

* ***** ** ** very *** ***** ** typical ******** ******* *** metrics. *******, ** *** management ** **** ******** operate **** ******* **** Amazon **** * ***** not ** ********* ** they *** * **** (or ***** ****) *** an ******** ****** ** time. **** ***** *** a *** ****** ******; " **** ****** ** my ***********". ***** *** proven ** **** ********* profit ***** *** *** long ****. ** ** Deep ******** **** ** Bezos *** ***** ** is ******* ** ** in ***** ********, ***** money ** ***** **** to **** ****** *****, all *** ***** ******* to ******* *** **, then * ****** **** could ** **** **********. Just ******* *** ******** is **** *** **** not **** ** **** remain **** ***.

*'* ******* ***** ****** thoughts ** ****?

*****, **** ****** *** thanks *** **** ***** comment. **** ** ******* my ******** ** ****. Amazon ********* **** *** succeed ** **********, ** this *** *** **** out, *** ** **** give ********** ****** **** and *****, **** **** a ****** ** ***** a *** ***** *** home ******** ********** **** utilizes ****** ***** *** video ********* (* *********** no *** *** **** spent ******* ***** ** yet).

** *** ******** **** your **** ***** **** they *** ********* ** verify **** ** ** you *** *** *** bad ***? **** ** give * ************ **** someone ** ********? ** the ********** **** ** the ** ** ** they ********* ** **** the ** **** ***** low ******* ******?

** *** ******** **** your **** ***** **** they *** ********* ** verify **** ** ** you *** *** *** bad ***?

** *** ******** *** not **** ** ** is *** ** *** cameras **** *** ******** to ***** **** *** cameras ******* ** *******.

**** ** **** * notification **** ******* ** watching?

******* ** ****** ******** (checking *** ************ *** suspicious ********), **** **** confirm ***** ** ******* malicious **** *** * verification ** *** ************:

Operator Verified Notifications Within 10 to 20 Seconds of Receiving

** *** ********** **** in *** ** ** do **** ********* ** from *** ** **** other *** ******* ******?

********* ** ***** **** support, *** ********** ** done ** *** *.*. in ********** **********.

*** ** **** **** who *** ***? ** they ******** **** ****?

**** **** * ******** period ***** *** ******* are *** ** ***** they *** ******** ** learn *** *** ********* of *** ***** *** and *** ****** *******.*** long **** **, * am *** **** **. I **** *** ** have ** ******** ******* me *** ******* **** doesn't ****** ** *** house.

****: ** **** ***** Deep ******** ** ******* clarify *** **** **** who *** ********* ** the ***** *** (*.*. do **** **** ****** of ********? ****** ***********?). Will ****** **** **** answer.

**** ******** **** **** while **** '****** *** personal ***********', **** **** 'secret *****' ********** ********* to ********* **** *** homeowners ***:

During **********- Our Live Sentinel Center does have the customer profile of the homeowner, i.e. to contact them in case of an incident. Our Center also has an awareness of the homeowner, but without the need to keep photos or perform facial recognition, this is part of our secret sauce, and is behavioral based. To our end user, they should feel safe their home is being monitored by live (human) guards 24/7, and the technology we are developing to scale to enable this monitoring should be transparent.

*&*- **** ** ***** I *** *********** ** remove *** ******** ***********. We ****** * ****** event ** ** **** recording, *** *** **** to *********** ***** *** data ******.

* ***'* ****** ** out. *** ***'* ****** on **** ** **** size ** *** ******, since (*) **** ** often *** ******** *** (2) **** ****** *** of ******* ***** *** (3) ******** *******. * guess *** *** **** predictions ***** ** *** someone *******, **** ******* vs ******* ****** *** you **** ***** ********* depending ** ** ** adversary '*******' '********.

****** ***** ** ******. The ******* **** *** in ****, *** *** rest ** ****** **** by *****. ****’** *******!*** with ***** ****** ** far...doing *** **** ** the *** *** ** 60 ******* ** *** more. ***** ** ** way **** **** **** be **** ** ******* this ********* ** ********** seeing **** *** ****** flippers *** **** $**/**+ and ****’** ******** **/**. And ** *** **** no ** *** ** going ** ***** ******* at $**/ ****...*** **** claim *** ***** ********** agents *** ** *** or ********. *** ** they ** ** **** it’s *** *** ********’* leaving ** *** ******* and ***** ****** ** coming **? *** *** I **** **** *** Arlo ******* ************ * white ***** ****** *** them *** ****’** ***** geovision ******** ** ***** to ******* **. ********** residential ******* ** *** much * **** **** as ** *** ** supposed ** ** ***** vs *** ** ***. And *****’* ** ***** in **.

* *** **** ******* to ** * *** but **** ***** ** a ***** **** ** trigger * ***** **** the ****** ********* *** be ********* *** ********** on *** ********** ****. The ******* * *** called ********** **** * analytics ****** **** * NVR *** **** **** have **** ****** *****

** ******** ******** **** for **-** ******* ** very **********. * ***** be ******* ** **** what ***** ******** ********* procedures **** *** *** many ****** **** **** each ******** ********.

* ***'* **** ***** this. * *** *** negatives ** *** ****** than *** *********. *** when *** **** ******** "Deep" ******** *** **** your **, *** **** product ********** **** ** humans, * **** *.*.

* **** *.*.

Verified ****** ******: ***** * ****** *.*., then * ****** *.*.”

* ***** ** **** the ********* **** *** at **** ***** **** what * *** ** but **** **** ** will ***** *** ******** properly. * ***'* ***** the ********* *** ** be ** *** ****** or *** * ** pretty **** ** *** be ** *** ********** server *** **** *** still ** ********. ***** I ** *** * developer *** **** **** i ********** **** ** a ******

* ***** **** **** be ***** *****. * was *** ********* **** so **** **** ***** response ****, *** *** their "**" ********** * threat.

*** "****" *** *** porch *******, *** *** it ***** ** * bag ** ***** ** and *** *** ****. The ******** ****** ** nothing *****. ****** ****** how **** **** *** comments ** ***** ** ads?

* ****** *** ****** to **** ******, *** Ive ****** **** *** on ****** **** ** ring *** **** ***** and *** ****...** **** system ** ********** ** miss * "***** *** grab" **** ** ********.

*** ****, ***** * have **, ** **** be ********* **** * walk ** *** **** yard ***** ******

* ****** *** ****** to **** ******, *** Ive ****** **** *** on ****** **** ** ring *** **** ***** and *** ****...** **** system ** ********** ** miss * "***** *** grab" **** ** ********.

#* ******. *** *** elaborate ** **** ****** Deep ******** ******? *** you ****** ******* *** into *** *** ** a **** ******** ******, 'smashed *** *******' ********* and **** ******** ********* no ***** ** ***?

** ******** ** *** never **** ** *** for ***** ******. ** was * **** ** door ******** **** ***** have **** * ***** and ****

** ******** ** *** never **** ** *** for ***** ******. ** was * **** ** door ******** **** ***** have **** * ***** and ****

** ** ** ******** the *****, *** *** get * ****** ************? How ** *** **** that ** ****'* **** the ************? *** *** event ** **** ******** but **** *** ********? Did *** **** *** system ** ******* ****?

* ***’* ******** *** main ****, ** *** either * ****** ** a ****, *** * remember *** ******* **** as ** *** **** was ******* ***.

****** *** ***** ********* because **** *** **** cam ****** ** **, I *** ****** *** corner **** *** ***** and ******* **** ** see **** **** ***.

****** ****** ** ** the ******* ****. * months ********, * **** @ **%. ******** *** batteries ***** *~* ***** is * **** *******, especially ** * ****** is ********.

**** ******** ************ **** some ******* **** **** to ** ********* **** more ********** **** * months.**** ***** ***, *********:

**** ******* ***’* **** to ** ********* ***up ** *** ******, but you will eventually have to re-charge them. Based on the camera location and the traffic in the area, each camera will need to be recharged at different times. As expected, high ******* ***** *** **** ******* ***** ** *** ****** ***** ** **** *****. Batteries last a couple of years; eventually you will need to change your batteries.

****, **********, ***** *** said ** ** * year *** **** ******* it ***** ** ***** about ** ****** *** test.

***, ***** **** **** concern ***** ******** ******* changes.

** ** ******** (* want ** *** **) is ********* ** ** many ***** ********* (*.*. camera ******* **), **** battery **** ********** ** likely ***** ** ** a *** **** **** 2 ******. **** **** tell ** ******.

***** **** **** **** a ******* ***** *** CEO ***** *** **** his ****** *** ***** to ****** *** ********* every ***** ** ***. They ***** *** ** RV *** **** * road **** *** ** it.

**** ** *** **** the ******** ***** *** I ***** **** *** looking *** * *** and ***** **** **** require * ********* ** wire * ****** ** maybe ***** ***** **** is ******* *********.

****** *** ****** ***** by ******* ********** ******* an ******** **** ** significant ** *** ********* the ********* ******** **** is * **** **** IMHO, **** ****, ** their ********* ***** *** get **** ************* **** can **** ************ *****, but ******* ****** ** the ***** **** ***** very **** *** *** product ** ******** ***** on.

*** ******* **** ***** like * ****** ** me, **** ** **** the *** ******** **:** problem. *** ***** **** you **** ****** ********* to *** *** **** on **** *** ***, but ** *** *** or *** **** *** started ** ***** '*** cares?'. ** *** **** to **** * ****** out *** **'* * PIA ** ****** *********, how **** ****** **** no **** ****** **** it ** ****** *** start ** *** ** off?

** ***** ** **** have * **** ** people ******* ****** ******* right *** *** ** soon ** ** ***** comes ** **** **** on **, ***** ** why ** **** ***** 10-20 *******. ** ***** customer **** ***** **** will ******* ****** *********** and ******** ***** **** grow ** ***** *** bad *** **** ** done *** **** ** the **** **** *** reviewing *** *******. *** only **** **** ******* have * ******** ******* if ****** ********** ******* and ***** ** ****** while ******* ******* * cat *** * ******, as **** ***** ** turnover **** ********** *** training **** ****** **** more.

* ****** ********** *** this ******* *** ** sustainable, *** **** *** I *** **** ********** is ** ****** *** Telsa/Uber/Netflix ***** *** **** on ******* ******* ** debt.

*****...**** ******** ****** ** tell ***** ********* **** most ********* **** *** fines/fees *** *** ******** of *** “************ ******”. Deep ******** ****** ** “false ******”, ***** ** different **** ***-*********** ****** Response, *** **** *****/****. Could ** **** ** customer ***** **** *** without ***** ******. ** comments ***** **** ***********, but *** ***.

***** ** **** ** customer ***** **** *** without ***** ******.

** ***, ** ** notifies *** **** ***** this **** **** ********, is **** * ***?

***** *** *** **** stamps *** *** *****? With *** ****-***/**** ***** is ** *** ** determine ** *** ******** time *** * *******, or * *****... * am *** ****** ** detract **** **** ** did. *** **** **** feature *** ******** **** dissuaded *** ***** ** thief, *** ******* *** time ****** **** ***** becomes * *** **** impressive.

***, * ***'* *** why **** ** * problem *** **** ********. The ***** ***** ** that **** *** ******** verifying *** ***** ****** calling *** ******.

** *** ****** **** Deep ******** *** '***** alarms' **** ** * problem *** ***** ********** center *** ***** **** structure, *** ** ** only * ******* **** the ****** ** **** Sentinel ******** ***** **** with * '***** *****' which **** ****** **** not ***** **** *** spending *** **** *** money ** ****** ** first, ***/**?

***** ********* ***********. ** your *********, ******* *, and ****** * *** very ****** ***** **** look ** ** *******...***** me ******** ****** ** agent *****. ****, ****** F ****** ** ** in ** **** **** just **** *****.

*'* ********** ** ******** by ***** **********, **** Palka, *** **** ********.

* ***** ** **** to **** ******** *** fact **** ****** *** is ******** ******** ** AI *** **** ********, including ** ** ******* to *****. **** ******** ***************** ********. ** **** **** to ******** **** **** learning ** *****-************* **** more **** * *********** analytic *********. *** ** recent******* ** ******** ********** ** *** **** learning, ** ***** * only ********* *** ******* on *** **** ******** aspect. *** *** ***** about **** ******** ** the ******** ******. *** bigger *** ****** **** sample ** ******** ***** or ***** ****** ***, the ****** *** ******* your **** ******** ********* will **.

******** ***#***************** ********, ********* *** Twitter, ***** - ***** they ****** **** *** not ** ********** ** the **** - ******** Facebook **** ** ******* library ** **-**** ***** facial ****** **** ***** to ***** **** ******** facial *********** ********. ** the ****** ******* ********, this *** *********** ***** beneficial **** ** **** as ********* ****: "**** year ****** ** *** Delhi **************** **** ****** *,*** missing ****** **** **** **** using ****** *********** **********."

**** ******** ******** * significant ******** ****, *** service ***** ****** **** a ******** ****** *** its **** ******** ***** analytics ** *** **** time ** ***** * provider ** ******-******* ** services ***** ******** ******* have **** "***** *********" to * ***** ****'* otherwise **** ** *******.

** ** * *********** that **** ******** *** founded ** ****, *** year **** ****** ******** its ***** ****** ********** services ***** ********* ******* law ***********?

**'** *** *** **** all *******, *** ***** are **** ********** *** monetary ******** ** **** in **** ******* (******* for *****'* ******* ***) than *** *********** ******** in **** *****.

******** ***#***************** ********, ********* *** Twitter, ***** - ***** they ****** **** *** not ** ********** ** the **** - ******** Facebook **** ** ******* library ** **-**** ***** facial ****** **** ***** to ***** **** ******** facial *********** ********.

**** ****** ***** ** sense. ******** *** ******* been ****** *** **** than ** *****, **** people ********* **** ** themselves ** ******* **** all *****. * ***'* think ******** ****** ****** to ************ *** ******* with * ** **** delta.

** ** * *********** that **** ******** *** founded ** ****, *** year **** ****** ******** its ***** ****** ********** services ***** ********* ******* law ***********?

********.

**: ********, ** ** the ******** *** ** 10 ***** *** *** hiqh ******* ****** ************** of * ***** ****** of ***** **** **** makes *** * ******-******* deep ******** ******** *** regarding *****, **** ***** otherwise ** *********. *** big *** *********** ******* improvement ***** ** ** hard ** ***, *** definitely * *** **** way ** ****** * better-qualified *** ** ****** images *** **** ********** AI *******. ** ***, for *******, **** **** better ********-******** ****** ** group ******** **** ***** is ** *** ********** between *** ******* ***** and ***** ********** ****** and *** ***** *******.

****, ** ********** *** of ** ****** ******** data ***** ** ** monetary *****, *** ***** be ********, ****** ** sold ******* ********* *** individual's *******. **'* *** more ***** *** ******* data ****** **** ** is ***** *** ***-****** images.

**: ****** ***********, * agree **** **'* ****** a ***********, *** **** a ****** **** ***** likely **** ** ***** a ****** ****** ** a ********* ******.

* ***** **** **** many ****** **** *** 10 **** ********* ***** you *** ****** ** back **** ** *********** into * ****** ******** trend. **** **** ********'* generally **** ******** *****, this ****** **** **** all ***** ** ****** with ****** *** **** limited *** *** *** their ***** *** ** forth. ** ** **** far *** *** ** the **** ** *** originator's ******* **** ** gather **** **** ** training *** ****.

**** **** *********** * customer *******, ** *** business *****'* ****** ***** that ** ********* **** with ******* ***********, ****** will ****** **** ** cameras **** ***.

** ** *** ***** if *** "**" ** getting ******** **** *** operators *** *** ******** is ***** ****** ** the **** ** ** servers ** *** *******.

*** ****** ** ********* responding ***** **** ***** is *** ********** ********.

*** ********** ****** **** product ******* ** ******* theft, *** ** ** unlikely ** **** ****. This ** * **** more *********** ******* **** they **** ** ********** - ** **** *** spent **** **** ************ the ********** ******* ***** industry ********** **** ***** have ******** **** ******** will *** ** ********. The ***** ***** ** too *** *** * quality ******, *** *** customer ** *** ******* enough **** ** ******* increasing ***** ****.

*** ********** ****** **** product ******* ** ******* theft, *** ** ** unlikely ** **** ****.

******, **** ******** *** I ***** **** *** marketing ** ****** ***** around ******* *****.

**** **** *'** **** from *** ****, * would ******* **** *** loved *** ********** - i.e., *** *** *** at **** *** **** spouse ** ** ****, your **** ** ****, your ******* ******* *** at **** *** *** are ******* **** ********* bad **** ******, **** particularly ******* ****** **. That **** ******** **** have ********* ******** ** and **** **** *** video ** *********** ****** and ***** ** ******** respond ** ***** $** per ***** ** * lot ** ******.

*** ***** ******* ***** is **** *********** **** I *******...

* ***** * **** not *** ******* *** 2nd ******* ****** ** the ***** *** ****** he *** *** ********* have **** * *** of ******** ****** *********.

*** **** ** ***'* fail *** **** *'* guessing **** **** **** the *** **** ** and *** ***** ***** to *** ***** *** of ****** **** *** resources ** ******* *** storm ** ********** ** their ****.

*** "*****" *********** ** a *** *********. ***** is *** ****** ** a ******** ********, ****** his ********** ********* ***********(* **** ** ****** that ******* *** ******** money *** ***********) ** the ******** ** **** Sentinel. **** ***'* **** list ** ** ***** website:

*******, **** ***** **** be **** **** *****'* updated *** **** ***, but * ** *** think **** ***** ** personally ****** ******** **** DS *** ******* **** to *****.

*** **** ******** ****** for **** ******** ******** ********, ******* **** **** more ******** **** *** Bezos ****, *** ******* control **** ****** *** exert **** ********* ** the *******, ** ***** for *** **** *****.

********* **** *********** **** all *** ****, *** you ***** ***** **** where *** "*** ****" is ** *** *********.

* ** ******* **** Bezos *** ********** ******** in *** ********** ** Deep ********. *** ******* and *** ** **** Sentinel ***** ******** ******* the **** ******* **** at ****** **** ** 2003.

****'* * ******* ** them ******** ** * personal ******* ****** **** time:

**** *** **** ****** to ****** * *% paid ************ **** ****** their *****. *** *** model ** ******** ** the ********** ** ****** (in *******) ** *** out ** **** *************. I ***** **'* ****** to *** ***** ************ for $**/***** **** *** pro *******/********** ***** **** to *** *** ***** to *** $**/*****.

******* *** ****, ********* **** ****** ***:

** ** ********* ** ~5% ****** ******** ******** up *** ************ ******** are * ***** ********. I ***** **** **** general *****, ****** **** may *** ** **% in * *** *****.

***** ******, **** ******** says:

** **** *** ****** the ****** ******* *** a ****** ***** **** tweaks, ** **** ****** are ******* **** **** 3 ****** **** ***** cameras ***.

** *** *** ***** to ****** ** *** that *** ** **** keep ** *** *** for **** *********** ******* as **** *****.

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