
Founder at strategy agency @itsworkingtitle | Mastodon: [email protected]
Old Town Alexandria, VA
Joined May 2010
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Bryce Quillin retweeted
As someone who has reported on AI for 7 years and covered China tech as well, I think the biggest lesson to be drawn from DeepSeek is the huge cracks it illustrates with the current dominant paradigm of AI development. A long thread. 1/
Bryce Quillin retweeted
Eleven years ago, I quit an abusive academic relationship with my former co-author Ricardo Hausmann, presently a Professor of Practice at the Harvard Kennedy School. This abuse has now returned in a new act of plagiarism. Today, I am pushing back.
A few months ago, I learned about two new working papers that Hausmann and his team posted at the World Intellectual Property Organization (WIPO) [1,2]. The first one claims to introduce a “multidimensional approach” to economic complexity by combining data on trade, patents, and publications, and concludes that these metrics are complementary when explaining economic growth. Yet, this is exactly what my co-authors and I did in a 2023 peer-reviewed journal paper [3] that Hausmann and his co-authors were perfectly aware of (as I document below). Instead of giving proper acknowledgement to our work, however, Hausmann and his team hide it in a footnote on page 18 clouded in a factually incorrect statement. The footnote says that “other studies have developed similar complexity metrics under different names.” That is not true. Our 2023 paper uses the same name as Hausmann et al.’s 2024 “new” working paper, namely, the “Economic Complexity Index (ECI).”
Now, it is reasonable to wonder if this is a misunderstanding or oversight. People sometimes forget to cite others for innocent reasons. But there is clear evidence to the contrary in two other working papers published almost simultaneously with the first one. One of them, is another WIPO working paper by his coauthors but without Hausmann [4]. This paper does properly acknowledge the existence of our work in multidimensional economic complexity in the main text: “Following […] Stojkoski et al. (2023).” So, the team clearly knew about the work. The third working paper [2], also at WIPO, includes Hausmann as a first author making a call for the use of multidimensional economic complexity methods in innovation policy. Here, the only example of multidimensional work cited by Hausmann et al. is his own 2024 working paper [1], this time completely ignoring the 2023 peer-reviewed paper he knew about (“In Hausmann et al. (2024), we measure this for each country in different dimensions (e.g., trade and patents).”). Unsurprisingly, I had made a similar call for multidimensional expansion of the field in a paper that was also published after peer-review in 2023 (Hidalgo CA, Research Policy, 2023 [5]) and that had been available as a pre-print for two years. In that paper, I cite our original multidimensional economic complexity contribution and also two other papers that had introduced multidimensional approaches to relatedness, another key concept in the field, which Hausmann does not cite either.
In my view, these three documents provide clear evidence of an attempt by Hausmann to misappropriate an idea published by a former co-author while knowing of that work. This, violates Harvard’s honor code [6] which requires the “accurate attribution of sources” and considers “plagiarizing or misrepresenting the ideas or language of someone else as one’s own” as a violation of its community standards. In the first working paper [1], he copies the idea while hiding the attribution in a factually incorrect footnote. Simultaneously, he releases a second working paper citing this unpublished work as the only example of prior art [2]. The third paper [4], the one by his co-authors but not him, shows that the team knows about the work and behaves differently when the senior member of the team (Hausmann) is not an author.
My co-authors and I were dismayed by Hausmann’s attempt to misappropriate our ideas. Why bother doing original work and getting it past peer-review (which for both of our papers was a lengthy process), if authors with a platform such as Harvard University take your ideas and pass them as their own? But this is not the first time.
In 2019, Hausmann and his team announced a “first-of-its-kind” and “unique” feature in their trade data visualization website (“Atlas Online”): the “country profiles.” Yet, my group had supported country profiles in the Observatory of Economic Complexity (OEC) since 2012, several months before Hausmann and I parted ways in 2013 (see full story document for details [7]). The reason that the profiles disappeared in Hausmann’s copy of the Observatory in 2013 was that they were deleted by his team, probably because they did not understand that we had conceived these pages for search engine optimization.
In short, the original OEC that I designed with my group and placed in the public domain had country profiles in 2012 and was redesigned in 2015 to make the country and product profiles the main part of the site. Today, OEC.world [8] serves over 100,000 profiles, a design concept we use prominently when constructing other data distribution platforms (e.g. Data USA, Data Mexico, etc). In fact, in 2016 I published a “how to” guide in Scientific American for this kind of work in 2016 [9]. But when Hausmann and his team at Harvard finally built country profiles in 2019, seven years after we did, they claimed a “revolutionary first-of-its-kind” and “unique” feature, in their lab’s own website [10] and in the Harvard Gazette [11]
So why share this now?
I have three reasons.
First, I broke off my relationship with Hausmann in 2013 after several unpleasant experiences, which included having to fight for the authorship rights of junior authors (which Hausmann wanted to exclude from our joint book: The Atlas of Economic Complexity) and being exploited when we were equal partners in a company that I had registered for us to do joint consulting work (see full story document [7]). From there on, I just wanted to forget about him. The tacit deal was that, if he stopped the abuse, I could put this in the past. But Hausmann has repeatedly broken this tacit deal. His 2024 working paper research agenda seems to involve putting forward, without proper acknowledgement, ideas my team and I published after peer-review in 2023 and made available online in 2022. It has been more than a decade. This has to stop.
The second reason is that because Hausmann has done this before, I am concerned that if I don’t push back, he will do it again. Right now, my research group and I have a great thing going on. Should we worry that in 2026 Hausmann will try to pass off our 2024 and 2025 papers as his own?
The third reason is that this egregious behavior is supported by a power asymmetry that is highly profitable for Hausmann thanks to the Harvard platform. Soon after we split ways in 2013, Hausmann sold this [12] embarrassingly bad economic data visualization website to the Mexican Government as part of a project rumored to be about USD 5,000,000 (paid using an undisclosed and untraceable escrow account (“fideicomiso”)). The online platform was so sloppy that some government officials started to call it “El Mamarracho” (a derogatory term in Spanish for extremely shoddy work). I learned about this in 2019, after a new team entered Mexico’s economic ministry and invited us to build Data Mexico [13], a properly built open data portal integrating dozens of datasets in thousands of profiles for a fraction of the cost of the “Mamarracho.”
Hausmann has engaged in commercial endeavors with many governments (e.g. Albania, Azerbaijan, Colombia, Mexico, etc.). So, in my opinion, the target audience for these misappropriated working papers are not other scholars, but the officials who purchase economic development contracts from him and take the word of the Harvard Professor of Practice at face value.
This is what makes misappropriating the multidimensional economic complexity idea important. A strong motivation for any consulting work in this space is the fact that trade-based measures of economic complexity explain future economic growth. This was established in a paper Hausmann and I published together in 2009 [14], based on work we did together while I was a PhD student at the University of Notre Dame. But the 2023 multidimensional economic complexity paper made that idea obsolete. On the one hand, it simultaneously considers multiple expressions of complexity (trade, patents, and research), and on the other hand, it looks at multiple outcomes (growth, inequality, and emissions). Giving advice based on the latest developments in the field requires using a multidimensional framework.
Finally, I want to say that I have nothing against Hausmann’s co-authors, some of whom I know personally and some of whom I don’t. I understand that they are in a situation in which they may depend financially and professionally on Hausmann. His first attempt to spin my publicizing these facts may be to argue that someone of his caliber does not have the time to look at petty things like footnotes and references (pinning the responsibility on them). I don’t think that’s fair.
I also want to say that I do not consider Ricardo’s behavior necessarily representative of Harvard University or of the World Intellectual Property Organization. I have met many people at those organizations and continue to collaborate with some of them. They are outstanding scholars
I have decided to go public with this statement after consulting with several senior colleagues and lawyers specialized in disputes in higher education.
I am absolutely distraught by having to deal with this situation eleven-years after I quit that abusive relationship. But he needs to cut it out.
Bryce Quillin retweeted
Subscribe to Fashion Strategy Weekly, by @BryceQuillin fashionstrategyweekly.com/?r…
Bryce Quillin retweeted
Will the #luxury boom last?
In the latest issue of FSW, we explore current trends in luxury #retail #economics, along with the results of a recent survey on #fashion #business #media. We also investigate whether #AI will improve fashion #content.
itsworkingtitle.substack.com…
Bryce Quillin retweeted
Assuming that attention is all we need and that all available text data has already been used to train GPT-4, does this mean that going forward the improvements of LLMs will only be incremental?
Bryce Quillin retweeted
In this week's issue, we ponder how brands measure success in the #metaverse, how to use data to empower your content ,and how to locate tech solutions that meet your brand needs.
itsworkingtitle.substack.com…
cc: @JessicaQuillin @BryceQuillin
#fashion #luxury #contentstrategy
Bryce Quillin retweeted
If the new Dated Brent tells us anything about the market, it’s that US oil is only getting more important, writes @alexlongley1 trib.al/Vum0Pqc
Bryce Quillin retweeted
So far the "AI war" isn't a tech war, a product war, or an economic war. It's a narrative war -- one where pundits make completely data-free assumptions about tech capabilities, product fitness, and economic viability.
Bryce Quillin retweeted
How economics has changed through the decades since the 1950s, as seen in the paper titles of the economics journals AER, JPE and QJE.
Paper by @hugomoises and Brice: researchgate.net/publication…
Ht @DurRobert
Bryce Quillin retweeted
We’ll know digital fashion has evolved when we don’t hear the words “digital fashion” and immediately envision this aesthetic
Bryce Quillin retweeted
Startup building is an art form. There is no definitive guide. However, we will continue to see folks produce content to define it like science. In reality no one knows any better because art is art. #NoteToSelf
Bryce Quillin retweeted
We are sending out mint access for The KEY in small batches to:
🗝️ Keep a high quality holder base with as many unique holders as possible and no bots
🗝️ Ensure you get to enjoy the customization experience rather than feeling like it’s a race to mint
👇
Bryce Quillin retweeted
Fraud alert: Your organic cotton sheets may still not be organic. The Textile Exchange reports Kazakhstan produced 265% more organic cotton than its total of cotton. The organic cotton yield in Tajikistan was 258% of the national yield, Kyrgyzstan, 168%. linkedin.com/pulse/anomalies…
Bryce Quillin retweeted
If you’re looking for an alternative to Twitter fashion - more talk, less Elon - Here’s how to sign on for the fashion server at Mastodon. Log in - fashionsocial.host fashionsocial.host/auth/sign…
Bryce Quillin retweeted
Code is downstream of processes & products, which are downstream of organization culture, which is downstream of people.
Bryce Quillin retweeted
the Fed's aggressive interest rate hikes this year are clearly working. it's time to slow it down or, better yet, pause. patience, "long and variable lags" is a thing.
Home price declines accelerate:
U.S. home prices over the three months ending in August declined 0.9% compared to the three months ending in July.
(Prices in the three months ended July had declined 0.3% from the three months ended June.) spglobal.com/spdji/en/docume…
Bryce Quillin retweeted
This just in: The #DARTmission impact is confirmed to have changed the orbit of moonlet Dimorphos around its asteroid Didymos.
For the first time ever, humans changed the motion of a celestial object. More details: go.nasa.gov/3g2C5kp
Dr. Lori Glaze - NASA's Planetary Science Division Director
Dr. Lori Glaze shares update on #DARTMission
Bryce Quillin retweeted
The latest issue looks at content strategy and the #metaverse itsworkingtitle.substack.com…





















