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DEFEND TRUTH



OPINIONISTA


CHATGPT PRESENTS AN OPPORTUNITY FOR INVESTMENT MANAGERS TO EMBRACE, NOT SCORN

By Khadeeja Bassier
Follow Following
20 Mar 2023
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1

Khadeeja Bassier is Chief Operating Officer of Ninety One, an authorised
financial services provider.


EARLIER THIS MONTH, I ATTENDED THE EMERGING TECHNOLOGY CONFERENCE IN LONDON’S
GUILDHALL. THE VENUE WAS BOTH IRONIC AND FITTING. THE CURRENT BUILDING WAS
CONSTRUCTED IN THE 15TH CENTURY. HARDLY AN AVATAR, THEN, FOR BOLD FUTURISM. BUT
THIS GRAND HALL STANDS IN THE CITY’S FINANCIAL DISTRICT, SURROUNDED BY FIRMS
WHICH MUST RELENTLESSLY FIND WAYS TO HARNESS DIGITAL ADVANCES.

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In that vaulted room, investment management participants had gathered to wrestle
with the question of charting a way forward in what many feel to be
unprecedented times. While in our industry change has always been the only
constant, the pace of technological development has posed an existential
question to us all: how do we harness technology to amplify rather than displace
our value proposition? 

There is a degree of hubris required for the survival of humanity. Ideally, this
should be coupled with self-awareness. Over the past five years, the sense of
hubris when it comes to the power of technology has been staggering. 

We have all heard the refrains, “AI will have limited impact on me because my
job is creative/uses judgement/relies on empathy”. And yet, this has been
refuted time and time again. 

Sometimes, what we ascribe to judgement is simply a decision tree which has been
pruned over time. Intuition and gut are more often than not learned experiences
from millions of micro interactions. Essentially, neural networks enabling us to
make sense of vast volumes of data, and this manifesting in heuristics for us to
navigate the world. 

Moravec’s paradox states that “it is comparatively easy to make computers
exhibit adult-level performance on intelligence tests or playing checkers, and
difficult or impossible to give them the skills of a one-year-old when it comes
to perception and mobility”. This paradox was formulated in 1988 and,
ironically, contends that, in fact, it is the more abstract skill set that is
easier to computationally replicate. 

--------------------------------------------------------------------------------

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Since the 1980s, computational power has accelerated at a pace that has narrowed
that gap. 

ChatGPT-4 has just demonstrated the way natural language models will soon be
able to mimic sight, i.e. to “see” images and interpret them. Hitherto, this was
virgin AI territory for popular usage and now is a potential game changer in the
path to robotic sentience.

I use the notion of sentience with tongue quite firmly in cheek. While there
have been remarkable advancements, we (thankfully) have a long way to go to a
robotic dystopia. However, my firm belief is that as an industry we need to move
past the smugness of human ingenuity when relating to an AI model that has been
“live” for four months. 

Four months of iterative learning is not a definitive yardstick for success. But
embracing this development in our daily lives presents a way to power up our
toolkits in dealing with the unpredictability of an increasingly multi-polar
world. 

AI presents a compelling opportunity for asset managers to leverage a new
baseline. Natural language models will enable us to distil the corpus of
knowledge at a rate and in a way that will enhance how we think about the
world. 

Alpha, or excess return, is generated through value-add above consensus. True
alpha is a consequence of being ahead of conventional wisdom. The typical
fundamental analyst will scour reams of reports, the laborious pursuit of which
hopefully harvests fresh ideas and enables capital. What the latest language
models offer is a way to condense information at scale that would open new areas
in a way that was previously inaccessible in a time-constrained (even a 16-hour
workday) context. 

AI doesn’t replace the diversity of thought and value of a good analyst. It
enriches it. 

If one remains a sceptic on the broader direction of travel and direct work
applications, the very notion that ChatGPT can devise weekly meal plans based on
dietary requirements and preferences, and then populate a shopping list based on
portions required and order that list by shopping aisle, should convince you
this technology will save time. How this time saved translates to more
meaningful investment decisions is yet to be seen.

Coming back to the conference in London and the general mood in the industry, I
was struck by this juncture being our Road to Damascus moment. Immersed in that
physical space where Late Middle Ages architecture formed the backdrop to a
conversation around pushing the frontiers of innovation, the analogy for where
we find ourselves as an industry today could hardly have been more apt. BM/DM

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COMMENTS - SHARE YOUR KNOWLEDGE AND EXPERIENCE

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publish. We encourage different, respectful viewpoints to further our
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All Comments 1

 * Peter Atkins says:
   21 March 2023 at 07:56
   
   I love the AI term for making up or inventing a missing fact –
   “hallucination”.
   I’m looking forward to AI tantrums as AI models mature into the “terrible
   twos” and then rebellious teenager phases. However, I’d prefer to be driving
   my own car during an AI tantrum.
   
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doubleclick.net. This cookie is used by Google to make advertising more engaging
to users and are stored under doubleclick.net. It contains an encrypted unique
ID.google_push5 minutesThis cookie is set by the Bidswitch. This cookie is used
to collect statistical data related to the user website visit such as the number
of visits, average time spent on the website and what pages have been loaded.
This collected information is used to sort out the users based on demographics
and geographical locations inorder to serve them with relevant online
advertising.i1 yearThe purpose of the cookie is not known yet.id3 monthsThe main
purpose of this cookie is targeting and advertising. It is used to create a
profile of the user's interest and to show relevant ads on their site. This
Cookie is set by DoubleClick which is owned by Google.IDE1 year 24 daysUsed by
Google DoubleClick and stores information about how the user uses the website
and any other advertisement before visiting the website. This is used to present
users with ads that are relevant to them according to the user profile.IDSYNC1
yearThis cookie is used for advertising purposes.KADUSERCOOKIE3 monthsThe cookie
is set by pubmatic.com for identifying the visitors' website or device from
which they visit PubMatic's partners' website.KTPCACOOKIE1 dayThis cookie is set
by pubmatic.com for the purpose of checking if third-party cookies are enabled
on the user's website.ljt_reader1 yearThis is a Lijit Advertising Platform
cookie. The cookie is used for recognizing the browser or device when users
return to their site or one of their partner's site.loc1 year 1 monthThis cookie
is set by Addthis. This is a geolocation cookie to understand where the users
sharing the information are located.mc1 year 1 monthThis cookie is associated
with Quantserve to track anonymously how a user interact with the
website.mt_mop1 monthStores information about how the user uses the website such
as what pages have been loaded and any other advertisement before visiting the
website for the purpose of targeted advertisements.personalization_id2 yearsThis
cookie is set by twitter.com. It is used integrate the sharing features of this
social media. It also stores information about how the user uses the website for
tracking and targeting.suid_legacy1 yearThis cookie is used to collect
information on user preference and interactioin with the website campaign
content. This cookie is used for promoting events and products by the webiste
owners on CRM-campaign-platform.TDCPM1 yearThe cookie is set by CloudFlare
service to store a unique ID to identify a returning users device which then is
used for targeted advertising.TDID1 yearThe cookie is set by CloudFlare service
to store a unique ID to identify a returning users device which then is used for
targeted advertising.test_cookie15 minutesThis cookie is set by doubleclick.net.
The purpose of the cookie is to determine if the user's browser supports
cookies.tluid3 monthsThis cookie is set by the provider AdRoll.This cookie is
used to identify the visitor and to serve them with relevant ads by collecting
user behaviour from multiple websites.tuuid1 yearThis cookie is set by
.bidswitch.net. The cookies stores a unique ID for the purpose of the
determining what adverts the users have seen if you have visited any of the
advertisers website. The information is used for determining when and how often
users will see a certain banner.tuuid_lu1 yearThis cookie is set by
.bidswitch.net. The cookies stores a unique ID for the purpose of the
determining what adverts the users have seen if you have visited any of the
advertisers website. The information is used for determining when and how often
users will see a certain banner.uid5 months 27 daysThis cookie is used to
measure the number and behavior of the visitors to the website anonymously. The
data includes the number of visits, average duration of the visit on the
website, pages visited, etc. for the purpose of better understanding user
preferences for targeted advertisments.uuid1 year 27 daysTo optimize ad
relevance by collecting visitor data from multiple websites such as what pages
have been loaded.VISITOR_INFO1_LIVE5 months 27 daysThis cookie is set by
Youtube. Used to track the information of the embedded YouTube videos on a
website.wfivefivec1 year 1 monthThe domain of this cookie is owned by Dataxu.
The main business activity of this cookie is targeting and advertising. This
cookie tracks the advertisement report which helps us to improve the marketing
activity.xbc2 yearsThis cookie is used for optmizing the advertisement on the
website more relevant by analysing the user behaviour and interaction with the
website.YSCsessionThis cookies is set by Youtube and is used to track the views
of embedded videos.

Others
Others
Other uncategorized cookies are those that are being analyzed and have not been
classified into a category as yet.

CookieDurationDescription__browsiSessionID30 minutesNo description
available.__browsiUID1 yearNo description available.__cflb23 hoursThis cookie is
used by Cloudflare for load balancing.__gpi1 year 24 daysNo
descriptionajs_group_idneverThis cookie is set by Segment.io. The purpose of the
cookie is currently not identified.blkbs6 days 23 hoursNo
descriptioncharitable_session1 dayNo description available.cookietestsessionNo
descriptiondebugneverNo description available.gCStest7 years 1 month 26 days 16
hoursNo descriptionmuc_ads2 yearsNo descriptionrevengine_browser_idsessionNo
descriptionrevengine-browser-tokensessionRevEngine Data Tool.rl_user_idneverNo
description available.tf_respondent_cc6 monthsNo descriptionUserMatchHistory1
monthLinkedin - Used to track visitors on multiple websites, in order to present
relevant advertisement based on the visitor's preferences.vic_loc_error10
minutesNo descriptionvicinity_id1 year 10 months 24 days 11 hoursVicinity
Advertising.

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