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1
MARCH 15TH
SILICON VALLEY/USA VS FRANCE
FOR BPIFRANCE BY NETVIBES
2
FREDDY
MINI
FOR 17 HOT TOPICS,
UNDERSTANDING AND
COMPARING TRENDS IN THE
SILICON VALLEY/USA AND THE
FRENCH ECOSYSTEM.
Today’s objective:
METHODOLOGY:
DEDICATED PREMIUM DASHBOARD, CUSTOM ONTOLOGY, THEME RECOGNITION
1
2
3
1
Topic	(#/17) Topic’s	Themes Topic’s	Snapshot
2
3
Volume	differences:	News	=	US/FR	(a	US	News	
writes	+50%),	 Tech	US	7xFR (a	TechFR	writes	+20%),	
VC	US	5xFR	in	articles	 (a	US	VC	writes	+300%)
17 TOPICS FRENCH ECOSYSTEM VS SILICON VALLEY/USA
A.I.
Chatbot/Robot
Deep/ML
AdTech
Method,	
Legal,	format
Transp.
Drones,	
autonomous,e,shared
Drones
Security,	
delivery
SmartCity
Energy,	
internet,	traffic
Big	Data
Opendata,	perf,	
legal,	
surveillance,	tech
Commerce
Tools,	biz,	society
CleanTech
Jobs,	politics,	$,	
research
HRTech
Change,	purpose,	
experience,	hiring
V.R.
Assistant,	
Gears/Sport/Glasses
Mobile
Smartphones,	
evol,sec/priv,	
4G/5G
AgriTech
Agtech,	Evol,Health,	
legal,	$ BioTech
Industry,	ethics,	
legal,	wearables
IoT
Security,	health,	
wearables,	cams
Security
Elections,	Hacking,	
New	protec.
FinTech
Politics,	Hitech,	
Digital	tokensEdTech
$,	method,	
perf,	life
17 TOPICS/MOST TALKATIVE
A.I.
Chatbot/Robot
Deep/ML
AdTech
Method,	
Legal,	format
Transp.
Drones,	
autonomous,e,shared
Drones
Security,	
delivery
SmartCity
Energy,	
internet,	traffic
Big	Data
Opendata,	perf,	
legal,	
surveillance,	tech
Commerce
Tools,	biz,	society
CleanTech
Jobs,	politics,	$,	
research
HRTech
Change,	purpose,	
experience,	hiring
V.R.
Assistant,	
Gears/Sport/Glasses
Mobile
Smartphones,	
evol,sec/priv,	
4G/5G
AgriTech
Agtech,	Evol,Health,	
legal,	$ BioTech
Industry,	ethics,	
legal,	wearables
IoT
Security,	health,	
wearables,	cams
Security
Elections,	Hacking,	
New	protec.
FinTech
Politics,	Hitech,	
Digital	tokensEdTech
$,	method,	
perf,	life
>=10%	volume
>=5%	volume
Legend
US TOPICS*
A.I.
Chatbot/Robot
Deep/ML
AdTech
Method,	
Legal,	format
Transp.
Drones,	
autonomous,e,shared
Drones
Security,	
delivery
SmartCity
Energy,	
internet,	traffic
Big	Data
Opendata,	perf,	
legal,	
surveillance,	tech
Commerce
Tools,	biz,	society
CleanTech
Jobs,	politics,	$,	
research
HRTech
Change,	purpose,	
experience,	hiring
V.R.
Assistant,	
Gears/Sport/Glasses
Mobile
Smartphones,	
evol,sec/priv,	
4G/5G
AgriTech
Agtech,	Evol,Health,	
legal,	$ BioTech
Industry,	ethics,	
legal,	wearables
IoT
Security,	health,	
wearables,	cams
Security
Elections,	Hacking,	
New	protec.
FinTech
Politics,	Hitech,	
Digital	tokensEdTech
$,	method,	
perf,	life
1			2-4x					5-9x			10+x							news		tech		vcs <	10x				<20x							>=20x
*	A	“country”	topic	is	when	the	difference	of	all	3	multiples	is	superior	to	5
Legend
FR TOPICS*
A.I.
Chatbot/Robot
Deep/ML
AdTech
Method,	
Legal,	format
Transp.
Drones,	
autonomous,e,shared
Drones
Security,	
delivery
SmartCity
Energy,	
internet,	traffic
Big	Data
Opendata,	perf,	
legal,	
surveillance,	tech
Commerce
Tools,	biz,	society
CleanTech
Jobs,	politics,	$,	
research
HRTech
Change,	purpose,	
experience,	hiring
V.R.
Assistant,	
Gears/Sport/Glasses
Mobile
Smartphones,	
evol,sec/priv,	
4G/5G
AgriTech
Agtech,	Evol,Health,	
legal,	$ BioTech
Industry,	ethics,	
legal,	wearables
IoT
Security,	health,	
wearables,	cams
Security
Elections,	Hacking,	
New	protec.
FinTech
Politics,	Hitech,	
Digital	tokensEdTech
$,	method,	
perf,	life
*	A	“country”	topic	is	when	the	difference	of	all	3	multiples	is	inferior	to	5
Legend
1			2-4x					5-9x			10+x							news		tech		vcs <	10x				<20x							>=20x
US/FR TOPICS*
A.I.
Chatbot/Robot
Deep/ML
AdTech
Method,	
Legal,	format
Transp.
Drones,	
autonomous,e,shared
Drones
Security,	
delivery
SmartCity
Energy,	
internet,	traffic
Big	Data
Opendata,	perf,	
legal,	
surveillance,	tech
Commerce
Tools,	biz,	society
CleanTech
Jobs,	politics,	$,	
research
HRTech
Change,	purpose,	
experience,	hiring
V.R.
Assistant,	
Gears/Sport/Glasses
Mobile
Smartphones,	
evol,sec/priv,	
4G/5G
AgriTech
Agtech,	Evol,Health,	
legal,	$ BioTech
Industry,	ethics,	
legal,	wearables
IoT
Security,	health,	
wearables,	cams
Security
Elections,	Hacking,	
New	protec.
FinTech
Politics,	Hitech,	
Digital	tokensEdTech
$,	method,	
perf,	life
*	A	“country”	topic	is	when	the	difference	of	all	3	multiples	is	inferior	to	5
1			2-4x					5-9x			10+x							news		tech		vcs <	10x				<20x							>=20x
Legend
TRADE SHOW SENSITIVITY
A.I.
Chatbot/Robot
Deep/ML
AdTech
Method,	
Legal,	format
Transp.
Drones,	
autonomous,e,shared
Drones
Security,	
delivery
SmartCity
Energy,	
internet,	traffic
Big	Data
Opendata,	perf,	
legal,	
surveillance,	tech
Commerce
Tools,	biz,	society
CleanTech
Jobs,	politics,	$,	
research
HRTech
Change,	purpose,	
experience,	hiring
V.R.
Assistant,	
Gears/Sport/Glasses
Mobile
Smartphones,	
evol,sec/priv,	
4G/5G
AgriTech
Agtech,	Evol,Health,	
legal,	$ BioTech
Industry,	ethics,	
legal,	wearables
IoT
Security,	health,	
wearables,	cams
Security
Elections,	Hacking,	
New	protec.
FinTech
Politics,	Hitech,	
Digital	tokensEdTech
$,	method,	
perf,	life
CES
MWC
X8+
x4
x2	
Legend
ALL LINKED TOGETHER
A.I.
Chatbot/Robot
Deep/ML
AdTech
Method,	
Legal,	format
Transp.
Drones,	
autonomous,e,shared
Drones
Security,	
delivery
SmartCity
Energy,	
internet,	traffic
Big	Data
Opendata,	perf,	
legal,	
surveillance,	tech
Commerce
Tools,	biz,	society
CleanTech
Jobs,	politics,	$,	
research
HRTech
Change,	purpose,	
experience,	hiring
V.R.
Assistant,	
Gears/Sport/Glasses
Mobile
Smartphones,	
evol,sec/priv,	
4G/5G
AgriTech
Agtech,	Evol,Health,	
legal,	$ BioTech
Industry,	ethics,	
legal,	wearables
IoT
Security,	health,	
wearables,	cams
Security
Elections,	Hacking,	
New	protec.
FinTech
Politics,	Hitech,	
Digital	tokensEdTech
$,	method,	
perf,	life
AUTONOMOUS
A.I.
Chatbot/Robot
Deep/ML
AdTech
Method,	
Legal,	format
Transp.
Drones,	
autonomous,e,shared
Drones
Security,	
delivery
SmartCity
Energy,	
internet,	traffic
Big	Data
Opendata,	perf,	
legal,	
surveillance,	tech
Commerce
Tools,	biz,	society
CleanTech
Jobs,	politics,	$,	
research
HRTech
Change,	purpose,	
experience,	hiring
V.R.
Assistant,	
Gears/Sport/Glasses
Mobile
Smartphones,	
evol,sec/priv,	
4G/5G
AgriTech
Agtech,	Evol,Health,	
legal,	$ BioTech
Industry,	ethics,	
legal,	wearables
IoT
Security,	health,	
wearables,	cams
Security
Elections,	Hacking,	
New	protec.
FinTech
Politics,	Hitech,	
Digital	tokensEdTech
$,	method,	
perf,	life
“Everything	that	moves	will	go	autonomous”	
Franck	Chen,	Andreessen	Horowitz
AUTONOMOUS
A.I.
Chatbot/Robot
Deep/ML
AdTech
Method,	
Legal,	format
Transp.
Drones,	
autonomous,e,shared
Drones
Security,	
delivery
SmartCity
Energy,	
internet,	traffic
Big	Data
Opendata,	perf,	
legal,	
surveillance,	tech
Commerce
Tools,	biz,	society
CleanTech
Jobs,	politics,	$,	
research
HRTech
Change,	purpose,	
experience,	hiring
V.R.
Assistant,	
Gears/Sport/Glasses
Mobile
Smartphones,	
evol,sec/priv,	
4G/5G
AgriTech
Agtech,	Evol,Health,	
legal,	$ BioTech
Industry,	ethics,	
legal,	wearables
IoT
Security,	health,	
wearables,	cams
Security
Elections,	Hacking,	
New	protec.
FinTech
Politics,	Hitech,	
Digital	tokensEdTech
$,	method,	
perf,	life
“Everything	that	moves	will	go	autonomous”	
Franck	Chen,	Andreessen	Horowitz
delivery
Traffic/parking10Gb/mile
Safety
New	payments
Digital	farming
Ultra	fast	delivery
Self	taught	drivers
Orange	boxes	are	clickable
FOOD
A.I.
Chatbot/Robot
Deep/ML
AdTech
Method,	
Legal,	format
Transp.
Drones,	
autonomous,e,shared
Drones
Security,	
delivery
SmartCity
Energy,	
internet,	traffic
Big	Data
Opendata,	perf,	
legal,	
surveillance,	tech
Commerce
Tools,	biz,	society
CleanTech
Jobs,	politics,	$,	
research
HRTech
Change,	purpose,	
experience,	hiring
V.R.
Assistant,	
Gears/Sport/Glasses
Mobile
Smartphones,	
evol,sec/priv,	
4G/5G
AgriTech
Agtech,	Evol,Health,	
legal,	$ BioTech
Industry,	ethics,	
legal,	wearables
IoT
Security,	health,	
wearables,	cams
Security
Elections,	Hacking,	
New	protec.
FinTech
Politics,	Hitech,	
Digital	tokensEdTech
$,	method,	
perf,	life
“[10B	people	in	2050]…Using	existing	farmland	to	grow	more	food	isn’t	sustainable”	
Michael	Dix,	Intentional	Futures
FOOD
A.I.
Chatbot/Robot
Deep/ML
AdTech
Method,	
Legal,	format
Transp.
Drones,	
autonomous,e,shared
Drones
Security,	
delivery
SmartCity
Energy,	
internet,	traffic
Big	Data
Opendata,	perf,	
legal,	
surveillance,	tech
Commerce
Tools,	biz,	society
CleanTech
Jobs,	politics,	$,	
research
HRTech
Change,	purpose,	
experience,	hiring
V.R.
Assistant,	
Gears/Sport/Glasses
Mobile
Smartphones,	
evol,sec/priv,	
4G/5G
AgriTech
Agtech,	Evol,Health,	
legal,	$ BioTech
Industry,	ethics,	
legal,	wearables
IoT
Security,	health,	
wearables,	cams
Security
Elections,	Hacking,	
New	protec.
FinTech
Politics,	Hitech,	
Digital	tokensEdTech
$,	method,	
perf,	life
“[10B	people	in	2050]…Using	existing	farmland	to	grow	more	food	isn’t	sustainable”	
Michael	Dix,	Intentional	Futures
Ground	watch
Autonomous
GMOs
Digital	farming
Locally	tailored
Eco-optimized
Predictive	
maintenance
Orange	boxes	are	clickable
AUGMENTATION
A.I.
Chatbot/Robot
Deep/ML
AdTech
Method,	
Legal,	format
Transp.
Drones,	
autonomous,e,shared
Drones
Security,	
delivery
SmartCity
Energy,	
internet,	traffic
Big	Data
Opendata,	perf,	
legal,	
surveillance,	tech
Commerce
Tools,	biz,	society
CleanTech
Jobs,	politics,	$,	
research
HRTech
Change,	purpose,	
experience,	hiring
V.R.
Assistant,	
Gears/Sport/Glasses
Mobile
Smartphones,	
evol,sec/priv,	
4G/5G
AgriTech
Agtech,	Evol,Health,	
legal,	$ BioTech
Industry,	ethics,	
legal,	wearables
IoT
Security,	health,	
wearables,	cams
Security
Elections,	Hacking,	
New	protec.
FinTech
Politics,	Hitech,	
Digital	tokensEdTech
$,	method,	
perf,	life
“Artificial	 intelligence	is	now	smarter	than	the	average	American”	
Ken	Forbus,	Northwestern	University,	 Raven’s	IQ	test,	Jan	17.
AUGMENTATION
A.I.
Chatbot/Robot
Deep/ML
AdTech
Method,	
Legal,	format
Transp.
Drones,	
autonomous,e,shared
Drones
Security,	
delivery
SmartCity
Energy,	
internet,	traffic
Big	Data
Opendata,	perf,	
legal,	
surveillance,	tech
Commerce
Tools,	biz,	society
CleanTech
Jobs,	politics,	$,	
research
HRTech
Change,	purpose,	
experience,	hiring
V.R.
Assistant,	
Gears/Sport/Glasses
Mobile
Smartphones,	
evol,sec/priv,	
4G/5G
AgriTech
Agtech,	Evol,Health,	
legal,	$ BioTech
Industry,	ethics,	
legal,	wearables
IoT
Security,	health,	
wearables,	cams
Security
Elections,	Hacking,	
New	protec.
FinTech
Politics,	Hitech,	
Digital	tokensEdTech
$,	method,	
perf,	life
“Artificial	 intelligence	is	now	smarter	than	the	average	American”	
Ken	Forbus,	Northwestern	University,	 Raven’s	IQ	test,	Jan	17.
PPC	automation
Virtual	AssistantsPersonalized	
curriculum
Innovative	
recycling
Safety
Wearables/health
Cars-to-X
Surveillance
5G
Customer	
Experience
Employee	
Experience
Digital	farming
Autonomous
Orange	boxes	are	clickable
17
TOPIC
SNAPSHOTS
WHAT’S HAPPENING
WHERE IT’S HAPPENING
NOTICEABLES
Each of the 17 topics:
Or	jump	to	thank	you	page
+1
VIRTUAL REALITY/SNAPSHOT
• Virtual	Assistants/Home	automation
Alexa,	ghome	and	now	LG’s	Hub	Robot	(recognize	your	voice),	Emotech’s	Olly	(learn	your	personality!)
• VR	Gears
HTC Vive	trackers.	new	set	of	gears…	weapon	like,	Lenovo/MSFT,	Fove
• VR	Sports
Get	Some	VR	glasses	to	train	NFL	referees.	Vsport	=	VR+Sport/VirZoom	for	exercise	challenges,	more	on	
NextVR/NBA	(daydream	compatible)
• AR	Glasses
Vuzix	M3000	and	Lumus	and	ODG	R8	and	9	:	google	glass	reborn
• FR	talks	about	holograms
• Large	VR	Space	opening	both	in	France	and	US	Casinos
• VR	Feelings.	Eating.	Heating.	Porn.
1
x4 x3 x2
4
themes
!
=
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
*
CES MWC
=
**
A.I./SNAPSHOT
• Chatbots/Robots
Self	taught	robots	(Audi/MB),	Brain	driven	toys/arms,	RobotCafe,	LendingBot
• Ethics	
FTC	complain,	EU	and	Asimov	law,	Tech	Giants	to	set	ethic	standards	
• Deep/Machine	learning
IBM	Watson	Health,	AlphaGo	behind	60	Go	parties	won,	TensorFlow	1.0
• Westworld	opened	eyes
• Japanese	Co.	replacing	employees	with	AI
• AI	reveals	bat	carriers	of	Ebola
2
x3 x3 x2
3
themes
!
=
=
-1
CES MWC
*
**
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
IOT/SNAPSHOT
• Security
in	both	senses:	Protection	(larger	offer	for	home)	and	Privacy	(big	concern	for	enterprises)
• Health
Blood	tests,	Parkinson	devices,	Optune	battles	breast	cancer,	(almost)	the	whole	baby-sitting	>
• Wearables
Beyond	more	Smartwatches,	and	wrist	band	(to	feel	the	basses),	is	the	focus	on	saving	life	(FitBit	CEO),	
detect	alcohol	presence
• Phones/Cameras
Everyone	but	Apple,	even	Samsung’s	Galaxy	S8	is	thought	to	be	inspired	by…	iPhone	8!	
• Bluetooth	 5	is	(almost)	here!
• 92%	of	everything	data	will	be	in	the	Cloud	by	2020
• Gov	is	watching.	Fed	suing	WeVibe	for	data	collection,	FTC	suing	D-Link	for	security	hole,	offering	$25k	
to	hackers
3
x11 x4 =
4
themes
!
+2
=
31k	documents
CES MWC
*
**
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
=
TRANSPORTATION/SNAPSHOT
• Drones (to	be	covered	separately)
US	drone	returned	by	China,	deliveries,	info	on	animals/US,	pollination/US
• Autonomous/Electric
#moralmachine/VC,	10Gb/mile/VC,	Self	driving	by	watching	you	(MB/Audi/Tech),	Holography	in	interiors
• Shared	economy
FR/VTC,	Crit’air	and	Polution,	US/Uber	beacon	to	drive	riders	to	their	cars
• TSLA	charge	no	longer	free	($15)
• Airbus	flying	car	in	2017	(VTOL,	Uber’s	99p	white	paper)
• Gov	is	watching.	After	VW,	FCA,	Renault?	PSA?	In	Dieselgate.	$1B	fine	for	Takata’s	faulty	airbag	
4
x2 x3 =
3
themes
!
=
=
CES MWC
*
**
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
DRONES/SNAPSHOT
• Security
China	returns	US	underwater	drone,	crashes	onto	monuments	(Seattle),	Airport	disturbances	(Dubai,	Orly),	SNCF	
Reseau.	Anti-drone	solutions	surfacing	(DeDrone)
• Delivery
Amazon	but	7-Eleven,	France’s	DGAC	first	commercial	 line,	Washington’s	approval	for	sidewalk	delivery
• Lily	shutting	down	and	been	sued	by	Fed,	Parrot	lay	off.
• Google’s	Project	Titan	(solar	powered	drones)	shut	down.	Loon.
• 3M	drones	shipped	in	16.	+34%/$6Bin	17,	$11.2B	in	20,	Drones	at	Superbown	LI	
5
x4 x3 x2
2
themes
!
=
=
CES MWC
*
**
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
SMARTCITY/SNAPSHOT
• Energy
Smartgrid/Smart	lighting	system	(saves	62%	in	Oslo),	network	of	underground	irrigation	(-25%	Barcelone)
• Internet
largest/fastest	internet	network	NYC	wifi	by	2025.	300	miles	fiber	and	700	hotspots	 in	Barcelona
• Traffic
Midtown	in	Motion	in	NYC	since	11	(-10%	in	commute	time),	smart	asphalt	to	guide	cars	to	parking	(Oslo)
• Vehicle-to-X	(ATT	for	Ford	and	Honda)
• NYU	Center	for	Urban	Science	and	Progress:	1st quantified	community:	to	create	a	self	sustainable	city,	
100%	controlled/managed.	
• 15/20	most	populated	cities	in	France	are	Open	Data	ready	
6
x10 x4 x3 CES
3
themes
!
*
**
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
-2
ADTECH-MARTECH/SNAPSHOT
• Methods
FR/go	beyond	classic	ads.	MDM.	Use	of	APIs.	Bots.	US/Video,	time	limited	emails	and	ads.	Both:	
influencer	marketing
• Legal	
EU	to	impose	cookies,	Vizio	$1.5M	fine	for	spying	on	its	users,	FB	to	have	3rd party	validating	metrics,	FR	
to	forbid	JCDecaux	to	gather	infos	from	billboards
• Formats
Native.	Visual.	Personalized.	Google	kills	intersticials	on	mobile.	Penalize	not-mobile	friendly	sites
• Money
3	out	of	4	marketers	to	increase	martech	spendings.	US/2/3	of	US	digital	Ad	spending	are	on	GOOGL	
and	FB.	37%	of	ALL	ad	spending	in	US	is	online.	46%	by	2020	
• Adblock	tools:	+30%	in	2016	
• Since	1998,	attention	span	-50%	vs	5x	information	intake.	
• Google	to	train	1M	africans	to	IT
7
= x11 x5
4
themes
!
*
**
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
ECOMMERCE/SNAPSHOT
• Tools
Brand	content,	ecommerce	platforms	rapidly	growing,	US/Amazon	buttons,	FR/high	usage	of	tag	
management	tools	and	Google	Analytics	Universal
• Business
The	end	of	the	opposition	physical/virtual	stores	(cross	channel,	only	12	out	of	the	15	ecommercants	
are	only	web)	coming	from	Online,	Department	stores	in	free	fall	(Macy’s,	Sears)
• Society
The	end	of	waiting	in	line,	free	and	almost	immeditate	delivery		(walmart	to	match	Amazon)
• Mobile	ecommerce	will	reach	$284B	=	45%	of	total	US	ecommerce	in	2020
• TWTR	kills	buy	button,	ends	focus	on	ecommerce
• WumDrop	delivers	where	your	phone	is!	(no	need	for	an	address)
8
= = x3
3
themes
!
=
*
**=
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
CLEANTECH-ECOTECH-GREENTECH/SNAPSHOT
• Jobs
Greentech	seen	as	a	job	creation	opportunity.	 Job	fairs.	“Enernet,	the	new	Internet”
• Politics
India	to	become	the	3rd solar	producer	in	the	World.	Gov	to	fight	Dieselgate	like	scandals.	SF	wants	to	
become	the	DC	of	green
• Funding
Gates	leads	a	$1B	investment	fund	(made	of	billionnaires)	to	finance	climate	control	initiatives
• Research
New	engineered	reefs,	underwater	robots	to	combat	invasive	species,	electronic	noses	to	detect	illegal	
trading	of	species
• Few,	but	deep,	documented	articles
• Since	1960,	daily	garbage	has	doubled.	US	only:	3500	landfills	producing	20%	of	methane
• Samsung	announces	300miles	in	20mn	charge
• Next	month,	Tesla	announces	335	miles
9
x4 x2 =
4
themes
!
*
**
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
=
HRTECH/SNAPSHOT
• Need	to	change
Everybody	hates	annual	reviews.	Need	to	use	BigData	and	AI	to	react	way	faster.
• Purpose
Fundamentals:	organizational	and	individual	company	purpose	and	brand	values. US/volunteering
• Experience	
The	key	word.	Employee	and	Team Exp. Involves	max	digitalization,	user	exp.,	Mooc,	short	videos
• Hiring
Employer	branding	is	key.	Lucrative	referral	prg.	Increase	HR	tech,	starting	w/	social	media.	FR/behind
• DRH	to	become	DEE	(Director	of	Employee	Experience)	by	2021
• “HR	and	Business…	where	the	power	of	leadership	development	is	a	known	factore	for	transforming	
organizations	at	every	level”
• NamelyHR	raised	$50M	in	Series	D	(Sequoia,	trueventure…)
10
x11 x4 x9
4
themes
!
*
**
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
=
EDTECH/SNAPSHOT
• Financing
Student	debts	still	high	after	y. of	repay., Navient	lawsuit,	startup	crea./found	high.	FR/FH	1B€/3y	plan?
• Methods/Results
US/FR:	STEM	vs	Alternate	Schools,	 MOOCs	everywhere,	FR/Muslim	schools?,	 US/Religion	in	curriculum?
• Performance
US:Half	25-34	hold	a	degree,	hehind	SK,	Canada,	IRL,	JP.	1/3	Tenn.	Higrades	below.	Poor	FR perf/PISA
• Life
Education	and	travel:	CodingNomad,	RemoteYear.	Education	to	be	closer	to	life	“6	C’s”:	collaboration,	communication,	
content,	critical	thinking,	creative	innovation,	 and	confidence	
• Betsy	DeVos/Trump
Hearing/insult	to	democracy.	Doesn’t	know	diff	between	profiency	and	growth
• By	the	age	of	6,	girls	were	already	less	likely	than	boys	to	describe	their	own	gender	as	'brilliant',	and	less	likely	to	join	an	
activity	labelled	for	'very,	very	smart'	kids.
• Research	shows	that	kids	who	show	perseverance	and	self-control	 perform	better	academically	than	those	with	higher	
IQs.
11
x4 x5 =
5
themes
!
=
=
=
*
**
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
=
AGRITECH-FOODTECH/SNAPSHOT
• AgTech
Hot	in	both	US	(Farmer	Biz Net.+Agrible	 scores	farming.	Device	in	tractor	to	what/where,	 automation/drones)	and	FR	(Sencrop,	
Samsys,	Connectagri/digital	farm.).	FR	more	sensitive	 to	Hyperfood
• Evolution
Hot	on	Both:Fast	 Delivery	(McDo/UberEAT),	Ugly	products.	Ynsect	 to	feed	animals	(insects).	FR/eat	healthier.	 US/	all	app.
• Health
US	EPA:	Monsanto	no-glyphosate,	Flynn.	FR:	Acrylamide/Biscuits	 (Nesle),	Listeria.	 Charcuterie/Asthma.	Both:	Bird	flu.
• Legal/Finance
Both:	exp.date	confusing	(US),	nutrition	facts	too	confusing,	info.	On	food	not	pertinent	(FR).	FR	worried	for	20k	farms.	CETA/EU
• Diets
US/News:Apple	 Cider	Vinegar,	US/Tech:Plan	 based	bloody/juicy	burgers,	FR/Tech:app	for	eating	advices
• Life	expectancy	 has	declined	in	the	US	for	the	fist	time	since	93
• Mouth	to	feed:	 10B	ppl	2050,	60%	in	large	cities.	 Using	existing	farmland	to	grow	more	food	isn’t	sustainable.	$1.6B	inv.	2015.
• USDA:	US	less	milk,	but	more	cheese;	 much	less	sugar,	but	much	more	high-fructose	corn	syrup;	and	23%	more	calories	in	2010	
than	in	1970.	
12
x10 x5 =
5
themes
!
=
CES
*
**
=
=
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
BIG DATA/SNAPSHOT
• Performances
US	elections	surprise,	exp:	81%	better	biz,	49%	satisfied	,	Caterpilar	saves	millions	in	predictive	 maintenance
• Open	Data
FR/INSEE	Sirene	10M	biz,	Chinese	gov	selling	 personal	data,	50%	ppl	in	large	cities	to	share	data	for	smartcities.
• Legal
Danish	Ambassador	in	Tech,	EU	wants	to	keep	an	eye	on	healthcare	 and	insurance,	G20	for	Policy	4.0
• Surveillance
FR/DGSI/Airbus	signs	w/Palantir.	US:more	real	time,wider	data	access	to	solve	crimes,	Alibaba	signs	Olympics	28
• Technology
MIT	discovers	ways	to	shink	data	into	models.	Columbia/Princeton/Harvard	introduce	i-score.	Google	offers	
TensorFlow	1.0
• How	big	is	big	data:	10Zettabytes	(1021)	in	15	to	180Zettabytes	in	25
• Millions	will	be	needed	to	translate	data	analytics	(Netvibes’	vision	with	Dashboard	Intelligence).
• 60%	of	the	jobs	in	2030	don’t	exist	today
13
=x2 x2 CES
5
themes
!
=
=
=
*
**
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
=
=
BIOTECH-MEDTECH-DIGITAL HEALTH/SNAPSHOT
• Industry
FR/Sanofi	on	Actelion	buyout,lost	to	J&J	($30B),	Nokia/Withings,	Doctolib:	26M€,	US/	Trump	on	Drug	prices,	
Google	and	Apple	on	health
• Ethics
US/Tom	Price	as	Health	secretary	and	conflic	of	interests,	Scientific	Panel	Says	Editing	Heritable	 Human	Genes	
Could	Be	OK	In	The	Future
• Legal
CRISPR	lawsuit	(molecular	scissors	for	gen	modifications)	about	inventorship	between	Berkeley/MIT/Harvard.	
FDA	to	regulate	 gene	editing
• Wearables
Stanford	launches	Center	for	Digital	Health+Program	 to	Discover	'Innovative	Uses'	for	Apple	Watch	in	Healthcare,	
Wearables	 Could	Soon	Know	You’re	Sick	Before	You	Do.	
• Pushing	the	body’s	boundaries:	BodyHacking	Conference	2017	kicks	off
• Why	The	Arctic	Apple	Means	You	May	Be	Seeing	More	GMOs	At	The	Store
• DARPA's	Biotech	Chief	Says	2017	Will	 "Blow	Our	Minds"
14
x4 x6 =
4
themes
!
=
CES
*
**
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
SECURITY/SNAPSHOT
• US	Elections
The	U.S.	Treasury	Department	allows	some	American	companies	to	do	limited	transactions	with	the	
Russian	Security	Service	(exKGB)	,	Twitter	publishes	2	far	reaching	FBI	requests,	FR/Russia’s	role
• Hacking
Cisco,	Yahoo!,	Netgear.	Ransomware	locks	down	an	hotel	in	Austria,	Bug	bounty	in	both	(Yelp:	564	
reports,	39	vuln.,	Hack	the	Army:	1sr	vuln.	after	5’.	Avoid	free	wifi	and	shut	down	bluetooth.	(Mehdi/FR)
hacked	30k	wifi,	65	postmens	(6Mo)	all	based	on	free	wifi	and	bluetooth
• New	protection
Facebook	improves	security	with	new	Delegated	Recovery	tool	(FB	reset	your	pw	on	3rd parties),	AI:	Nest	
detects	doors	and	mov.	Sigfox	and	Qwant	highly	mentioned.
• 52%	web	traffic	is	bot.	29%	harmful,	23%	helpers	
• Cybersecurity	cost	x2	in	one	year	for	enterprises
• Norton:	cybercriminality	made	689M	victimes	in	2015
15
x24 x7 x2
3
themes
!
=
CES MWC
*
**
=
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
FINTECH/SNAPSHOT
• Politics
News	mostly:	EUWide	Banking	stress.	Brexit:FR/-30k	jobs/City,	 US/London	Fintech	leadership?/Dubai	 Fintech	Hive,	Bots	
to	monitor	politicians:	Digital	Democracy/US,	Nosdeputes.fr/FR
• Hitech
News:	Credit	Agricole/FB	communities,	 SocGen	tests	chatbots,	Court	agrees	with	Credit	Mutuel/CIC	employees	to	
evaluate	Watson,	US/Tech:	Payments	will	move	further	away	from	banking,	into	chat,	social,	embedded…	
(FBMessenger/Transferwise),	 FR/VC:	hot	on	#InsurTech
• Digital	tokens
US/Numerai,	FR/Utocat,	US/Blockchain	moves	beyond	finance,	into	adtech	with	ConsenSys-adChain	 collabo,	
#Blockchain	helps	insurance	by	enabling	protection	(via	capacity),	risk	modelling	(pricing)	&	servicing
• 47	percent	of	all	Americans	would	be	unable	to	cover	a	surprise	$400	expense
• Half	of	global	fintech	investments	are	in	Asia	(singapore/china)
• After	it	hit	$19	billion	 in	total	in	2015,	worldwide	fintech	funding	hit	$15	billion	by	mid-August	2016.
• Goldman	Sachs’	CFO#2	was	its	CTO:	proves	the	future	of	finance	is	technological	and	automation	is	coming	up	big	time
16
x7 x8 x2
3
themes
!
=
=
=
CES*
**
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
MOBILE/SNAPSHOT
• Smartphones
Qualcomm/Snapdragon	and	then	brands	(samsung,	lg,	nokia	(3310!),	chinese	but	tough	on	BBRY
• Evolution
Mobile	w/desktop	UI	when	w/screen	(Samsung+MSFT,	RemixOS),	MSFT	one	single	OS	via	Cloud?,	more	mobile	
tech	(ARM)	into	Macs,	FR/Mcommerce	and	Chinese	connections	w/AliPay,	Alibaba	(FR	retailers),	Voyages-
SNCF/Alibaba	in	China
• Security/Privacy
FR/news:	SAIP	(Louvre)	et	Qwidam,	Qwant/privacy,	Ooniprobe:is	your	ISP	constraining/censoring	 reception?	
• 4G/5G
4G	ok’ed	for	FR	DOMTOM,	4G	growth	in	FR	(+6500/bus	stops),	5G	ready	for	tests	in	11	US	cities,	in	lab	at	
Orange.	Intel	to	fight	Qualcomm
• Working	from	home:	42%	vs	29%	with	insomnia,	41%	vs	25%	with	stress.	
• Now	more	than	1B	4G	smartphones	WW
• Iphone.	10y	old!.	V8	or	X:rumors	everywhere:	wireless	charge,	Oled	(provided	by	Samsung),	3D
17
x4 x2 = MWC
4
themes
!
=
=
=
CES*
**
*			Adjusted	ratio:	articles	between	countries	adjusted	by	the	number	of	sources.	Ex:	US:	1000	articles,	FR:	500	articles	=	2x	but	US	have	100	sources	and	FR	10	sources	=	10x.	Adjusted	ratio:	x0.2	US	=	x5	FR
**	Flat	or	stable::	less	than	2.5%	movement	in	linear	regression,	sharply	up	or	down:	+/-5+%.	Negligible	when	below	10	articles.
MERCI !
35
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