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Why	Fixing	“Fake	News”
is	a	difficult	problem	to	solve,
(and	how	to	make	progress,	as	to	work	effectively,	towards	solving	it).
@ubiquitous
For	background	information	and	more	info	please	see:	https://www.youtube.com/watch?v=e9vROTibKiE
Technically	- control	is	not	very	difficult
1. Connect	every	active	actor	to	systems	of	Digital	Identity.		
2. Make	actors	(and	their	things)	accountable	for	their	actions.
3. Use	the	accountability	systems	to	produce	reputation	systems.
4. Enhance	and	maintain	accountability	systems.
A. ccountability is	a	difficult	thing	
to	get	right.	
B. lock	chains	illustrate	a	
universal	human	desire	to	be	
inclusive;	yet	the	devil	is	in	the	
detail.
C. onnecting people	to	‘digital	
identity’	can	be	done	in	many	
ways
D. ignity enhancing	is	the	goal.	
E. conomics is	implicitly	involved.
F. reedom of	thought	is	a	motive	
that	is	difficult	to	economically	
rationalize	for	everyone.	
art is implicit
(it’s also important E (art) th)
The	Consequence;	What	we
Care	about, when	Fixing	Fake	News
Every	Human	has	Inalienable	Rights;	
Including Freedom	of	Expression.	
Universal	Human	Rights	were	written	
down	for	the	first	time;	post	World	War	II.	
We	are	committed	to	making	our	world	a	
fairer	place.
In	our	age	where;	Artificial	Intelligence,	
• Powers	the	Global	Economy.	
• “Thinks”	about	social	behaviors.	
• Has	no	right	to	Deceive	or	to	provide	
False	and	Misleading	Content
If	we	really	want	to	‘Fix	Fake	News’;	we	
need	to	care	about	the	consequential	
responsibilities	for	how	we	do	so.
‘Solutions’	must	be	built	for	an	‘Open	Web’;
• Identity	of	the	actors	involved.
• A	requirement	to	rationalize	control	over	
‘Source	of	Truth’;	ensure	no	single	authority	
is	allowed	to	be	the	“arbiter	of	truth”.
• We	are	required	to	authorize	the	‘provider	
of	truth’	(and/or	disallow	if	unauthorized)
• We	are	required	to	respond	to	‘dynamic	
data	sources’	without	version	control	
ie:	domain.tld/temporalrepresentation#fact
The	following	slides	will	provide	some	of	my	investigative	insights	into	how	to	forge	a	socially	responsible,	technical	
solution	and	some	of	the	considerations	made	through	the	course	of	doing	so;	followed	by	a	proposed	engagement	
structure	for	commencing	works	in	a	methodology	that	seeks	to	attend	to	both	the	regional	and	global	encumbrances	that	
are	constituents	of	the	design-theory	of	how	to	go	about	solving	the	underlying	problem;	how	do	we	build	a	Web	of	Trust.
Not	all	issues	can	be	dealt	with	at	the	W3	(Web)	Level.		Not	all	issues	are	technical	in	nature.		
The	place	to	fix	these	problems	is	by	way	of	establishing	an	activity	stream	that	is	both	locally	and	
internationally	supported,	is	via	ISOC.
Article
RDF	Structured	
Data	(machine	
readable)
Schemaorg
Structure
Structured	
Data	Facts
WikiData
(wikipedia)
WorldBank
Others	(see:	
http://lod-
cloud.net/)
Concept
Author
Article
(domain.tld/article#this)
By:	me	(timsdomain.tld/articleAuthor#me)
Google	reports	that	the	population	of	the	
world	in	2016	was	7.442 billion	(2016)	
FACT	CHECK	METHOD:
factlink=	
https://www.google.com.au/search?q=pop
ulation+of+the+world#+(someoperator to	
get	RDF	of	Fact)	
Technical	Solutions	are	not	
Very	Difficult.
(when	compared	to	the	implications)
Knowledge	
Fragments
RDF	Facts	
Available	as	
URIs
Document
Accumulation	
of	Linked-
Facts
A	News	Article	contains	an	array	of	constituents	that	are	generally	brought	together	through	narrative.	
The	first	constituent	of	an	article	is	narrative.		
The	second	constituent	of	a	news	article	are	facts.		
The	third	constituent	is	interpretation.	
CONSTITUENT CHECK	
METHOD
VALIDATION
Domain TLD Signatures
Author(s) URI Reputation
Narrative NLP Sentiment	
Analysis
Facts Structured Data is equal	to
Interpretation	
of	Facts
Various Scripts
Malleable Machine-Readable
Context
Observer
Language
Concepts
References
Skills
Influencers
Authors
Language
Concepts
References
Skills
Influencers
Economics
Revenue	
Models
Legal	
Structure
Consumers
Employees
Insurance
Human
Socio-Economic	
Participation
Health
Citizenship
Family
Personal	
Development
Social	Machines	(“artificial	intelligence”):	Interacting	at	Every	Layer	Simultaneously
(Powered	by	RDF)
Contributors	are	
identified	by	a	
WebID
A	WebID is	a	URI	path	for	
describing	an	Author.
A	WebID can	also	help	to	
describe	relations	to	other	
Actors.
WebIDs are	provided	and	
can	be	enumerated;
- Account	on	a	Website
- Cookie	in	a	Browser
- Link	Analysis
- App	information
Some	WebIDs are	public,	some	are	private.		Most	provide	read	permissions,	very	few	provide	write	permissions
Original	Proposal	for	the	
World	Wide	Web	+	The	
emergence	of	Semantic	Web
The	“concept”	of	how	to	solve	these	
sorts	of	problems	has	been	around	for	
quite	a	while.		
DocSource:	https://www.w3.org/History/1989/proposal.html
HTTP-HEADER:	Last-Modified:
Wed,	20	Jun	2001	14:26:55	GMT
ImageSource:	https://www.w3.org/History/1989/Image1.gif
docSource:	https://www.w3.org/Talks/2001/12-semweb-
offices/all.htm
HTTP-HEADER:	Last-Modified:
Mon,	03	Dec	2001	08:18:17	GMT
imageSource:	https://www.w3.org/Talks/2001/12-semweb-
offices/swlevels.gif
Edification:	Who	is	entitled?
Edification:	the	moral	or	intellectual	instruction	or	improvement	of	someone.
• Do	they	need	to	have	particular	Friends?
• Do	they	need	to	have	a	lot	of	Money?	
• Do	they	need	to	live	in	a	particular	Country?
• Do	they	need	to	have	Shareholder	Approval?
• Do	they	need	to	speak	a	particular	Language?	
• Do	they	need	to	have	a	job	with	a	particular	Firm?
• Do	they	need	to	be	recognized	by	particular	Groups?
Should	people	be	entitled	to	benefit	from	the	broader	usefulness	of	their	discoveries?			
Should	people	expect	to	be	attributed	to	their	actions?
Scope:	
Lets	get	down	to	brass	tacks
We’re	talking	about	making	the	Web	an	Info-sphere	that	discourages	False	Claims
That	means	we	need	to	provide	humans	independent	agency
•The	means	for	
socio-economic	
participation
•Bind	the	parties	
to	agreements	
Incorporating	
‘Choice	of	Law’
•Identify	the	
provider.	
•Bind	to	IP	
Address
•Identify	the	
Subscriber
•Assert	Law	When	
Necessary
IP	
Addresses
Domain	
Names
Payment	
Details
Contract	
Law
Payments	via	
Entitlement
Provide	
Data
Log	in	to	
Web	
Site
Social
Work
Home
The	basic	systems	exist	for	fairness.		It’s	just	that	we’ve	deployed	them	in	a	way	
where	‘consumers’	(providers)	are	not	economically	participating	in	a	manner	similar	
to	“service	providers”.		If	we	support	the	means	for	every	participants	entitlement	to	
socio-economic	participation	then	we	change	the	way	the	internet	works	forever…
It is not simply…
‘fake news’
The	underlying	problem	is	false	claims.	
False	claims	are	used	to	prosecute	and	cause	harm	to	
others	in	a	myriad	of	ways.		Examples	include	divorce	
involving	children,	the	practice	and	process	of	making	
laws	and	the	means	in	which	people	undertake	disputes	
of	many	forms,	in	many	ways	world	wide.		The	design	
challenges	of	’fixing	fake	news’	is	not	specific	to	news.		
Technically,	the	methods	have	significant	applications.
If	we	fix	it,	there	will	be	repercussions.
Fake	News	Story	no.#1:	The	Internet	is	Free
"Free	Internet"
Websites
Collect	and	Store	Data
Data	=	Asset	/	Value Sells	Data
Advertising
Sells	Advertising
Add	Payment	
Method
Sell	Services
Connection	Fees
Telecommunications	
Subscriptions
Buy	Access														
(To	Free	Internet)
Devices
Communications
Government
Security
Taxation
Tracking
The	internet	is	not	“free”.		Energy	is	not	free.	Devices	are	not	free	and	the	infrastructure,	is	not	free.		About	the	
only	thing	that	is	considered	‘free’	about	the	internet,	are	the	terms	to	which	you	provide	data	to	it.
Insert	slide
Average	technology	expenditure
(ie:	its	not	$zero)
Fake	News	Story	no.#2:	Source	of	Truth
Knowledge
Data-Sources
Scientific	Method
References Assembly
Context
Perspective
Audience
Method
Medium
Web	Sites
Publications
Semantics
Machine	
Readable	Links
Communication
Language
Skills
Community
No	single	entity:	whether	natural	or	artificial,	is	capable	of	being	the	independent	provider	of	‘truth’	(aka:	trust).
Trust	is	established	by	way	of	community.		Our	community	now	includes	artificial	life.	We	need	to	be	inclusive.
Insert	slide
Linking	facets	of	an	article
(ie:	its	not	all	from	one	source)
Fake	News	Story	no.#3:	True	Anonymity	Exists
Governance
Data-Sources
Choice	of	Law
Contract	
Law
Local	Law
IP	Address
MAC	
Address
Device
Operating	
System
ICANN
RIMs
ISPs
IAB
IETF/IRTF
Protocols	&	
Crypto
ISOC
IGF
Gov.	Policies
W3C
HTML5
RDBMS
RDF
GraphDB
IEEE
MAC
WiFi
ISO
Smart	Cards
NFC
Birth	
Location
Citizenship
Skills
Community
Artificial	
Intelligence
Operator
Designed	
Purpose
Influence
The	use	of	microprocessor	powered	networked	systems	have	so	many	identifiers	true	anonymity	does	not	exist.
If	we	set	the	idea	of	true	anonymity	aside;	the	questions	evolve	through	the	analysis	of	duties	in	social	structures
Which	is	we	need	an:	ISOC	SIG	Chapter
Internet	Society	
(ISOC)
IETF IAB IRTF
SIG	Chapters
Special	Interest	
Group
Social	Implications
Technical	
Requirements
Legal	Requirements
Policy	
Recommendations
Regional	Chapters
Governments Universities
Corporations Organizations
Individuals
IESG IRSG
W3C
Standards
Browsers
HTTP	Servers
HTTP	Documents
Fake	News	is	a	symptom	of	a	bigger	problem	that	needs	
to	be	resolved.	We	need	to	solve	the	problem	of	
ensuring	Humans	are	universally	provided	the	best	
possible	means	to	support	their	‘digital	identity’.
Digital	Identity	is	not	simply	about	a	card	or	identifier;	it	
is	the	means	in	which	recordings	are	made	about	a	
person,	that	is	in-turn	relied	upon	by	others.
If	humans	have	the	right	to	‘self	determination’,	then	
they	must	be	provided	the	fundamental	right	to	self-
ownership	as	the	foundation	to	any	other	right.
If	the	life	of	people	is	inextricably	linked	to	the	
infosphere (ie:	internet)	then	rights	to	self	must	be	
supported	by	international	governance	of	Internet.
https://sig.animarum.online/
Some	Issues	(there’s	a	lot	of	them).
• The	World	Wide	Web	(“URIs”)
• How	do	we	ensure	Domains	are	kept	for	long	periods	of	time.
• How	do	we	improve	the	means	in	which	Version	Control	works	with	URIs
• Web	of	Data:		
• If	we’re	going	to	‘decentralise’	data-ownership,	we	need	to	figure	out	how	that’s	going	
to	be	done	in	a	sensible	way.
• In	building	systems	of	provenance:	How	do	we	deal	with	broken	links?	
• Web	of	Trust
• If	we’re	going	to	provide	the	means	for	everyone	to	economically	participate,	we	need	
to	figure	out	how	to	make	an	international	knowledge	banking	industry	work
• If	we’re	going	to	create	identity	systems,	we	need	to	ensure	they	reflect	the	dynamic,	
temporal	and	‘observer’	characteristics	of	self	and	our	means	of	relationships
• If	we’re	going	to	create	a	reputation	economy,	we	want	to	ensure	good	people	are	not	
exploited	by	bad	actors;	and	
• that	means-to	resolve	problems;	experienced	by	citizens,	is	available	to	everyone.
Sig	Animarum |	Online
Consensus	exists	that	we	need	a	‘web	of	trust’	for	the	protection	of	life	
on	our	planet.	
We	accept	that	our	knowledge	economy	is	now	capable	of	using	artificial	
intelligence	to	create	‘personalized	experiences’	to	suit	(socio-)economic	
needs.	
We	agree	that	we	need	to	redefine	the	use	of	the	term	‘provider’,	
(and	perhaps,	this	is	the	greatest	challenge	humanity	has	ever	faced.)
Internet	Society	is	the	only	known,	appropriately	configured,	
International	Internet	Governance	– organisation	capable	of	
facilitating	the	multidisciplinary	cooperation	needed	to	define	the	
‘human	centric’	solutions	to	these	problems.	
If	we’re	‘signing	souls	online’,	we	really	need	to	take	the	matter	
very	seriously.	Else	we’ll	(subjectively)	be	helping	the	‘bad	guys’	in	
unintentional	ways.
• For	the	most	part;	it	is	not	a	technology	problem.
• We	can	solve	these	problems	if	we	choose	to	be	inclusive
• To	be	inclusive,	we	need	to	define	new	language.

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