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Kagglers can now create DOIs (Digital Object Identifiers) for their competition solutions and project Writeups.🔖 These Writeups often contain genuine scientific contributions—including novel methods, new benchmarks, results cited in papers. A DOI, registered through DataCite, makes that work permanently discoverable and citable ensuring you get credit where it's referenced.

Kaggle

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17,039 views • 4 months ago •via X (Twitter)

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Kaggle4 months ago

Learn more 👇

haro4 months ago

competition writeups have been quietly doing the work of conference papers for years. the doi just makes the citation chain honest

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Eric Daugherty

36,419 views • 5 months ago

jane street invented their own trading game to train people. it isn't poker. it's called Figgie, and a former jane street trader, describes it as modelled on an open outcry pit: "almost like the chicago pit traders type trading experience, where you have four or five players and you're bidding for these things." "you're quoting these spreads, i'm three bid spades, i'm offering a five for diamonds, and you can make a lot of your money in this game by capturing the spread that you're quoting." "it really teaches you how to be a market maker in this toy example." SIG went a different route entirely. their training runs on texas hold'em, and new traders play a minimum of 100 hours of it. two of the biggest market makers alive, both training people on card games instead of markets. "you can't model these things completely through, and this is much more akin to the real world, where incomplete information is sort of all over the place." jane street have since put a digital version of Figgie online. you can go play it.

jane street invented their own trading game to train people. it isn't poker. it's called Figgie, and a former jane street trader, describes it as modelled on an open outcry pit: "almost like the chicago pit traders type trading experience, where you have four or five players and you're bidding for these things." "you're quoting these spreads, i'm three bid spades, i'm offering a five for diamonds, and you can make a lot of your money in this game by capturing the spread that you're quoting." "it really teaches you how to be a market maker in this toy example." SIG went a different route entirely. their training runs on texas hold'em, and new traders play a minimum of 100 hours of it. two of the biggest market makers alive, both training people on card games instead of markets. "you can't model these things completely through, and this is much more akin to the real world, where incomplete information is sort of all over the place." jane street have since put a digital version of Figgie online. you can go play it.

Goshawk Trades

132,016 views • 2 months ago

Permaculture teacher Ice Age Farmer describes how DARPA has developed "synthetic microbes" for sensing "viruses" like H5N1 He also notes "nitrogen-fixing" fertilizer is now being deployed due to fertilizer shortages "[They're] changing permanently the microbiome of the Earth" This clip of the Ice Age Farmer (UNSHADOWED (formerly IceAgeFarmer)) is taken from an interview with Hrvoje Morić (Geopolitics & Empire) posted to YouTube on May 5, 2026. ----------------Partial transcription of clip--------------- "You can also throw this in there, like for, for every DARPA project. Like one thing that was really a hot button for me this, this year has been the synthetic microbes that, this is another thing that the energy crisis is saying, oh, we don't have fertilizer. "So rather than go back and just starting using, resuming using compost and regenerative methods like we have going back to, you know, indigenous growing methods since the beginning of time, how we fed ourselves, we're going to, now that we're hooked on these fake fertililizers and petrochemical products. And Roundup, right? "We just saw Trump saying we need Roundup to survive. It's like, so they're going to, now they're failing forward even further into these genetically modified microbes that wipe out the natural substrate of soil and replace it with these patented microbes that sense and report. "There was an ARPA-H project, DARPA project that is Project Tellus, which involves sensing and reporting smart microbes. And they always give examples that are for, for your safety, right? "So there's one that's as an example, when this microbe is in the presence of H5N1, then it emits a certain wavelength of light. So that way you can put this all over your farm. And once you've infected your farm with this genetically engineered microbe then, if there's ever an outbreak of bird flu, we'll have a special camera looking for this wavelength and we'll know right away. "They call that the bioshield. And that's for your safety. We're just going to deploy these things. And there's other ones, that are fixing nitrogen. There's a product called Pivot that does this, and that's being by a company called Pivot Bio, and that's being deployed right now because 70% of the US farmers couldn't afford their fertilizer. "And so here comes the philanthropists at Pivot to say, here, use our synthetically engineered or genetically engineered synthetic microbe and it'll fix the nitrogen for you. And it's working. There's lots of farmers who in their desperation and their financial chaos, are deploying these things right now. And it's very sad because there's no way to undo that, right? That's changing permanently the microbiome of the Earth."

Permaculture teacher Ice Age Farmer describes how DARPA has developed "synthetic microbes" for sensing "viruses" like H5N1 He also notes "nitrogen-fixing" fertilizer is now being deployed due to fertilizer shortages "[They're] changing permanently the microbiome of the Earth" This clip of the Ice Age Farmer (UNSHADOWED (formerly IceAgeFarmer)) is taken from an interview with Hrvoje Morić (Geopolitics & Empire) posted to YouTube on May 5, 2026. ----------------Partial transcription of clip--------------- "You can also throw this in there, like for, for every DARPA project. Like one thing that was really a hot button for me this, this year has been the synthetic microbes that, this is another thing that the energy crisis is saying, oh, we don't have fertilizer. "So rather than go back and just starting using, resuming using compost and regenerative methods like we have going back to, you know, indigenous growing methods since the beginning of time, how we fed ourselves, we're going to, now that we're hooked on these fake fertililizers and petrochemical products. And Roundup, right? "We just saw Trump saying we need Roundup to survive. It's like, so they're going to, now they're failing forward even further into these genetically modified microbes that wipe out the natural substrate of soil and replace it with these patented microbes that sense and report. "There was an ARPA-H project, DARPA project that is Project Tellus, which involves sensing and reporting smart microbes. And they always give examples that are for, for your safety, right? "So there's one that's as an example, when this microbe is in the presence of H5N1, then it emits a certain wavelength of light. So that way you can put this all over your farm. And once you've infected your farm with this genetically engineered microbe then, if there's ever an outbreak of bird flu, we'll have a special camera looking for this wavelength and we'll know right away. "They call that the bioshield. And that's for your safety. We're just going to deploy these things. And there's other ones, that are fixing nitrogen. There's a product called Pivot that does this, and that's being by a company called Pivot Bio, and that's being deployed right now because 70% of the US farmers couldn't afford their fertilizer. "And so here comes the philanthropists at Pivot to say, here, use our synthetically engineered or genetically engineered synthetic microbe and it'll fix the nitrogen for you. And it's working. There's lots of farmers who in their desperation and their financial chaos, are deploying these things right now. And it's very sad because there's no way to undo that, right? That's changing permanently the microbiome of the Earth."

Sense Receptor

10,517 views • 5 months ago