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The	Path	from	Paris:	
Impera'ves	and	Opportuni'es	
Eric	Beinhocker	
Execu&ve	Director,	Ins&tute	for	New	Economic	Thinking	at	the	Oxford	Mar&n	School	
University	of	Oxford	
	
OECD	Green	Growth	and	Sustainable	Development	Forum,	Paris	
14	December	2015
What	was	achieved	at	COP	21?	
•  Architecture	–	from	zero	sum	to	posi&ve	sum;	from	top-down	to	boTom-up	
“intended	na&onally	determined	contribu&ons”	
•  Ambi&on	–	“well	below”	2˚C	and	“pursue	efforts”	to	limit	to	1.5˚C	
•  Ratchet	–	global	stocktaking	analysis	and	mee&ng	every	5	years	to	increase	efforts	
•  Funding	–	recogni&on	of	adapta&on	and	damages,	reaffirmed	$100B/year		
•  Poli&cs	–	global	shi_	in	the	poli&cal	context;	no	longer	“whether”,	now	“how”	
•  What	needs	to	happen	next?
Source: IPCC AR5 WG2 (2014)
Climate	risks	a	func&on	of	‘peak	warming’	
Paris	
agreement
CO2inducedpeak
warming(°C)
2.0
3.0
Each point represents a
different possible
emissions trajectory
over the 21st century
Source: Bowerman et al. (2011)
Peak warming
Significant scatter
shows that 2050
emissions are not the
best guide to peak
warming
2050 emissions GtC)
Emissions	in	a	given	year	(e.g.	2050)	not	a	reliable	
guide	to	peak	warming
CO2inducedpeak
warming(°C)
2.0
3.0
Cumulative carbon emissions (CCE) since 1750 (TtC)
Source: Bowerman et al. (2011)
Peak warming
The tight fit reflects a
fundamental physical
relationship between
cumulative emissions
and peak warming
Each point represents a
different possible
emissions trajectory
over the 21st century
Instead	cumula&ve	carbon	emissions	(CCE)	are	a	
good	indicator	of	peak	warming
Earth’s	atmospheric	system	is	like	a	bathtub	
filling	with	CO2	
Source: John Sterman , MIT; Climate Interactive
•  Ocean	satura&on	
•  Soil	methane	release	
•  Deforesta&on	
•  Economic	growth	
•  Economic	development	
•  Popula&on	increase	
1˚C	
2˚C	
3˚C	
To	stabilize	at	any	
temperature,	emissions	must	
go	to	net	zero
77 118
200 241
322
377
622
731
853
0
100
200
300
400
500
600
700
800
900
< 1.5°
(66%)
< 1.5°
(50%)
< 1.5°
(33%)
< 2.0°
(66%)
< 2.0°
(50%)
< 2.0°
(33%)
< 3.0°
(66%)
< 3.0°
(50%)
< 3.0°
(33%)
GtC Remaining Total Carbon Budgets in 2014
Source: IPCC AR5 WG1
Remaining carbon budget for different warming scenarios
Humanity	has	max	322	GtC	(1,184	GtCO2)	room	
le_	in	the	“bathtub”	to	meet	Paris	goals	
ImplicaBon	of	Paris	Accord
Source: Pfeiffer, Millar, Hepburn and Beinhocker (2015, forthcoming)
Under	current	projec&ons	we	will	have	consumed	the	
remaining	<2˚C	|	50%	budget	by	around	2040	
(1,000.0)
(800.0)
(600.0)
(400.0)
(200.0)
-
200.0	
400.0	
2014
2016
2018
2020
2022
2024
2026
2028
2030
2032
2034
2036
2038
2040
2042
2044
2046
2048
2050
2052
2054
2056
2058
2060
2062
2064
2066
2068
2070
2072
2074
2076
2078
2080
2082
2084
2086
2088
2090
2092
2094
2096
2098
2100
GtC Remaining	Carbon	Budget	per	Scenario	(2014-2100)
RCP2.6	(<	2.0° (50%))
RCP4.5	(<	2.0° (50%))
RCP6.0	(<	2.0° (50%))
RCP8.5	(<	2.0° (50%))
450-ppm	(430-480-ppm)	(<	2.0° (50%))
500-ppm	(480-530-ppm)	(<	2.0° (50%))
550-ppm	(530-580-ppm)	(<	2.0° (50%))
580-650-ppm	(<	2.0° (50%))
650-720-ppm	(<	2.0° (50%))
720-1000-ppm	(<	2.0° (50%))
>1000-ppm	(<	2.0° (50%))
Baseline	(with	CCS)	(<	2.0° (50%))
BAU - 2040
RCP8.5 - 2038
2017
Source: Pfeiffer, Millar, Hepburn and Beinhocker (2015, forthcoming)
All	new	energy	investment	globally	must	be	zero	
carbon	by	2017	or	we	“commit”	to	>2˚C	
Range	2005	-	2032
We	have	already	discovered	more	fossil	fuels	
then	we	can	ever	burn	
Source:	Hepburn,	Beinhocker,	Farmer,	Teytelboym	(2014);	IMF
We	have	already	discovered	more	fossil	fuels	
then	we	can	ever	burn	
Stop	was&ng	$646bn	per	year	
of	taxpayer	money	subsidising	
discovering	more!
Our	choices	
•  Drive	all	new	energy	investment	to	zero	carbon	
star&ng	by	2017	
OR	
•  Write-off/strand	large	por&on	of	global	energy	
system	in	2020s-2040s	
•  Make	an	expensive,	risky	bet	on	massive	carbon,	
capture	and	storage	(CCS)	deployment	in	
2020s-2040s	
•  Exceed	2˚C	threshold	and	face	major	climate	risks	
and	adapta&on	costs	(ability	to	adapt	not	
guaranteed)
Good	news	–	a	clean	energy	economy	is	a	beTer	
economy
Clean	energy	will	win	because	it	is	a	
technology	not	a	commodity	
Source:		Farmer	and	LaFond	(2015)	
Commodity	costs	
follow	a	random	
walk	
Technology	costs	
decline	over	
Bme
Solar	(a	technology)	has	dropped	drama&cally	
in	price,	coal	(a	commodity)	has	not	
Source:		Farmer	and	LaFond	(2015)
Wright’s	Law	(1936)	–	technology	costs	decline	
with	cumula&ve	produc&on	volume	
Cost	vs.	cumula&ve	produc&on	=	power	law	
Theodore	Wright	
Source:		Farmer	and	LaFond	(2015)
Following	Wright’s	Law	solar	will	likely	become	
cheaper	than	coal	in	2020-2030	
Source:		Farmer	and	LaFond	(2015)
Characteris&cs	of	technologies	with	rapid	
improvement	rates	
•  Small	unit	sizes,	lots	of	experiments	
•  Short	&me	between	“genera&ons”	
•  Embedded	in	larger	ecosystem	of	innova&on	(e.g.	
semiconductor,	biotech)	
✓Solar	PV	
	
✓Wind	
	
✓BaTeries	
Clean	energy	technologies	
✓Electric	vehicles	
	
✓Smart	grid	
	
✓Smart	homes/buildings	
✓Bioengineered	fuels	
	
	?	Biomass	
	
	?	Geothermal	
	?	Gas	CCS	
	
✗Coal	CCS	
	
✗Nuclear
Impera&ve	to	shi_	R&D	and	subsidies	to	clean	
energy	technologies	
Source:		Apollo	Project	(2015);	OECD
Policy	framework:		make	the	good	stuff	cheap	
and	the	bad	stuff	expensive	
•  Make	the	good	stuff	cheap	
–  Drama&cally	scale-up	investments	in	R&D	
–  Drive	up	clean	energy	cumula&ve	volumes	–	ride	Wrights	
Law	
•  Subsidies	
•  Feed-in	tariffs	
•  Renewable	porvolio/carbon	content	standards	
•  Building	codes	
•  Government	purchasing	
–  Enable	deployment	
•  Smart	grid	investments	
•  EV	charging	infrastructure	
•  Remove	regulatory	barriers	
•  Reform/new	ins&tu&onal	structures
Policy	framework:		make	the	good	stuff	cheap	
and	the	bad	stuff	expensive	
•  Make	the	bad	stuff	expensive	
–  Remove	all	fossil	fuel	subsidies	and	tax	breaks	
–  Implement	a	carbon	price	
•  Taxes	at	mine-head,	well-head,	import	point,	or	on	
genera&on	may	be	increasingly	feasible	
–  Full	disclosure	of	“material”	stranded	asset	risks	in	the	
financial	system	(e.g.	FSB	task	force)	
–  Global	implementa&on	of	air	quality	and	public	health	
regula&ons	
•  Major	health	benefits	
•  Reduces	economic	aTrac&veness	of	coal
My	G20	wish	list	
•  Clear	commitment	to	“net-zero”	by	2040	
•  End	all	fossil	fuel	subsidies	
•  No	new	fossil	fuel	investments	a_er	2020	developed	
countries,	2025	emerging,	2030	developing	
•  Pledge	to	10x	clean	energy	R&D
THANK	YOU 		
For	more	informa&on	please	see	www.inet.ox.ac.uk
Source: Pfeiffer, Millar, Hepburn and Beinhocker (2015, forthcoming)
BACKUP	–	Year	of	carbon	budget	deple&on	
RCP2.6 RCP4.0 RCP6.5 RCP8.5 Cat. 1 Cat. 2 Cat. 3 Cat. 4 Cat. 5 Cat. 6 Cat. 7
450-
ppm
(430-
480-
ppm)
580-720-
ppm
720-
1000-
ppm
>1000-
ppm
450-
ppm
(430-
480-
ppm)
500-
ppm
(480-
530-
ppm)
550-
ppm
(530-
580-
ppm)
580-650-
ppm
650-720-
ppm
720-
1000-
ppm
>1000-
ppm
66% 77 2022 2022 2023 2021 2023 2023 2023 2022 2022 2022 2021 2022
50% 118 2026 2026 2027 2024 2028 2027 2027 2026 2026 2026 2025 2025
33% 200 2037 2033 2036 2030 2040 2038 2036 2034 2034 2032 2031 2031
66% 241 2045 2037 2040 2033 2049 2044 2040 2038 2038 2036 2034 2034
50% 322 - 2044 2047 2038 - - 2052 2047 2045 2042 2039 2040
33% 377 - 2049 2051 2041 - - 2062 2053 2050 2046 2042 2043
66% 622 - 2076 2068 2054 - - - - 2078 2063 2056 2058
50% 731 - - 2075 2059 - - - - 2097 2071 2061 2063
33% 853 - - 2082 2064 - - - - - 2080 2067 2070
Warming* Likelihood**
Budget
(CCE)*** in
2014
Year of budget achievment (2005-2100)
IPCC
Baseline
avg.
** Fractions of scenario simulations meeting the warming objective with that amount of CCE
*** CCE at the time the temperature threshold is exceeded that are required for 66%, 50%, and 33% of the simulations assuming non-CO2 forcing follows the
RCP8.5 scenario (similar emissions are implied by the other RCP scenarios). For the most scenario-threshold combinations, emissions and warming continue after
the threshold is exceeded. Nevertheless, because of the cumulative nature of the CO2 emissions these figures provide an indication of the cumulative CO2
emissions implied by simulations under RCP-like scenarios. Values are rounded to the nearest 50.
[GtC]
< 1.5°
< 2.0°
< 3.0°
* Warming due to CO2 and non-CO2 drivers. Temperature values are given relative to the 1861-1880 period
Forecast	of	levelised	solar	costs
Forecast	of	levelised	wind	costs
Incremental	capital	cost	likely	to	be	negligible	
Global	investment	requirements,	2015-2030,	constant	2010	USD,	trillions	
From	
+$4T	or	4%	
(ex.	OpEx)	
to	
-$1T	or	-1%	
(incl.	OpEx)	
	
Source:		Global	Commission	on	Climate	and	Economy	(2014)

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Opening Session - Keynote Presentation by Eric Beinhocker