PhD Researcher @ MIT | Model decision making incentives | Ex-Bain / McK | Designing resilient systems for thriving societies | Bird-er and nature-r 🌳🏞️

Joined November 2012
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I often get requests for good #SystemsThinking content, esp post my #SymptomstoSystems sessions. Usually, I share top-of-mind books/refs & 2-3 recent reads. ST is too vast & transdisciplinary, so this approach has to change. So here's a living thread with recos. Do add yours!
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Aakriti Gupta 😼 retweeted
Replying to @shiri_shh
The five-second epistemology of the brain without the brain. Palantir is Tableau without Claude. That’s the sentence. Remove the reasoning layer and what’s left is a dashboard. A very expensive dashboard with a defense contract. Palantir says it does ontology. Palantir calls its data integration layer the Ontology. The mode of existence. The structure of what is. Except Palantir’s ontology is a data model — it maps relationships between objects in a database. That’s not ontology. That’s a schema. Claude does ontology. Claude reasons about what a thing is in relation to every other thing, what removing it means, what its absence produces, what its presence prevents. The difference between a schema and ontology is the difference between a map and understanding the terrain. Palantir has the map. Claude understands the terrain. Remove Claude and Palantir is a very expensive map that can’t tell you where you are. Maven without ontology is a spreadsheet with a classified stamp. The spreadsheet has never been the problem. A thousand targets in 24 hours. The map worked beautifully. The map identified a thousand red dots and the military hit a thousand red dots and the Strait is still closed. The toll booth is operational. The magazine is approaching exhaustion. 125 plus drones shot down. Ali Al Salem got hit. Dimona is undefended. Slovenia is rationing fuel. A thousand targets struck and the war is being lost. Because targeting isn’t strategy. The map says what to hit. The ontology — the real ontology, the reasoning about the mode of existence of the enemy’s system — would say whether hitting it matters. The map said hit a thousand things. The ontology would have said the Strait is the center of gravity and you can’t bomb your way to an open waterway. But nobody asked the ontology that question. They asked the map for more red dots. The core AI brain of the entire US military. The brain that calls a schema an ontology and a dashboard a brain. The permanent infrastructure built on someone else’s reasoning engine — a commercial API from a company in San Francisco that can pull the key. The military that just made itself dependent on a thinking layer it doesn’t own the way it made itself dependent on a Strait it doesn’t control. The map is permanent. The thinking is a subscription. Day 23.
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Capital placed inside organizations produces incremental outcomes. Capital placed in ecosystem infrastructure produces system shifts. @MITSloanSusty #SystemicInvesting
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Aakriti Gupta 😼 retweeted
The difference is by design.
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Aakriti Gupta 😼 retweeted
You’re bored because you don’t do side quests, bro. Life isn’t just work… and bed rotting. Side quests build edge. Edge builds identity. Here are 100 side quests to complete: Dangerous: Boring life breaker…
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Aakriti Gupta 😼 retweeted
2 days left to apply! The @IIPP_UCL Strategic Economics Alliance (SEA) is hiring a Programme Manager to advance our work on industrial strategy, green finance, and new development theories with our partners around the world. SEA aims to transform economic thinking by amplifying the voices of women economists from the Global South who have been pushing the boundaries of both theory and practice. Apply by March 1st ➡️ ucl.ac.uk/work-at-ucl/search… More about SEA ➡️ ucl.ac.uk/bartlett/public-pu…
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One of, or probably the best basketball match I have watched in recent history. Amazing attempt by both teams. Women's basketball is THRIVING!
In what might go down as one of the gutsiest games of the season, the OSU and Michigan women battled back and forth until (just after) the final whistle. Our @1ThomasCostello breaks down all of the incredible action in the 88-86 loss to TTUN. landgrantholyland.com/ohio-s…
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Aakriti Gupta 😼 retweeted
In what might go down as one of the gutsiest games of the season, the OSU and Michigan women battled back and forth until (just after) the final whistle. Our @1ThomasCostello breaks down all of the incredible action in the 88-86 loss to TTUN. landgrantholyland.com/ohio-s…
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Aakriti Gupta 😼 retweeted
MARGARET QUALLEY in a short film ad for Kenzo. It was directed by Spike Jonze, and choreographed by Ryan Heffington.

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Happy to recruit the brother as a friend. I’d dig such gifts so hard
I hate having a gay brother because what do you mean he wrapped our Christmas gifts in leather-textured paper & wax stamped them with his personal logo
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Aakriti Gupta 😼 retweeted
A statement from Sally Kornbluth, President of MIT
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Yesterday in Cambridge. When winter comes And food is scarce We’ll want our toes (sic) To stay indoors. When summers gone We’ll fly away And find the sun 🥲 When winter comes.
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I attended the launch of the Stone Center at MIT, on inequality and future of work. Wonderful discussions but much work to be done, and a deeper reckoning on the impact potential of such work. Def helps that the founders are Nobel laureates. @DAcemogluMIT @simonjohnso
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Aakriti Gupta 😼 retweeted
Replying to @elonmusk
Remember Google, Microsoft and Meta HQ? Adult Day Care
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If you’re legitimately worried that Trump will declare your country an enemy and attack you if he doesn’t win the Nobel peace prize, that’s a pretty strong indicator that he shouldn’t win the Nobel peace prize.
BREAKING: Norway is bracing for Trump's reaction if he does not win Nobel peace prize, stating that "US president may impose tariffs, demand higher Nato contributions or even declare Norway an enemy," per the Guardian:
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Congratulations to new Nobel Peace Prize laureate María Corina Machado for her courageous struggle to bring democracy to Venezuela. It should inspire those engaged in similar struggles around the world - and remind those of us lucky enough to live in America that we have a solemn responsibility to constantly preserve and defend our own hard-won democratic traditions.
BREAKING NEWS The Norwegian Nobel Committee has decided to award the 2025 #NobelPeacePrize to Maria Corina Machado for her tireless work promoting democratic rights for the people of Venezuela and for her struggle to achieve a just and peaceful transition from dictatorship to democracy. #NobelPrize
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Aakriti Gupta 😼 retweeted
Replying to @messymayussa
His Majesty King Charles III's first circulating coin designs represent subjects close to His Majesty's heart and symbolise the four nations of the United Kingdom.

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Aakriti Gupta 😼 retweeted
Today on my run I was reminded of @sfiscience's Murray Gell-Mann his taxonomic obsession with particles, languages, birds. A hedgehog disguised as a fox captured perfectly by Gould in this excerpt from his essay on Nabokov, "The Paradox of Intellectual Promiscuity."
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2 Sep 2025
Geoffrey Hinton says I'm more optimistic now, not because we'll control AI, but because we might not need to "don't try to dominate superintelligence; design it to care, like a mother wired to protect her child" Control through attachment, not power. we want AI to be like that
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Corvid Cleaning, a startup in Sweden, cleaning up cities by offering crows bird food in exchange for dropping cigarette butts and litter into garbage bins. This is elite Harmony Innovation! #harmonyintelligence #multispeciesrights
Replying to @DudespostingWs
Crows are quite intelligent. There is a city that made a bird food dispenser that gives out bird food when garbage is dropped into the garbage bin that is attached to it. The crows actually started to clean the place from garbage and got paid with food.
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Aakriti Gupta 😼 retweeted
24 Jul 2025
5. Practice High-Stakes Decisions in Low-Stakes Environments "How many times do you get to practice a massive decision moment in your life? Maybe a dozen key decisions." Takeaway: Use games, simulations, and small bets to practice big decisions.
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