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| environmental_machine_learning [2017-10-19 08:15] – theunkarelse | environmental_machine_learning [2018-04-03 10:36] – 87.210.211.132 |
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| === research thread: === | === research thread: === |
| [[groworld_hpi]] > [[http://boskoi.org|Boskoi]] 2010 > [[http://augmentedecology.com|Augmented Ecology]] 2014 > [[http://machinewilderness.net/|Machine Wilderness]] 2015 > Environmental Machine Learning (2018?) | [[groworld_hpi]] > [[http://boskoi.org|Boskoi]] 2010 > [[http://augmentedecology.com|Augmented Ecology]] 2014 > [[http://machinewilderness.net/|Machine Wilderness]] 2015 > Environmental Machine Learning (2018) |
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| === potential starting questions: === | === potential starting questions: === |
| * how do strategies of environmental observation compare/relate (in AI, choreography, ecology, art, landscaping, traditional cultures,..) | * how do strategies of environmental observation compare/relate (in AI, choreography, ecology, art, landscaping, traditional cultures,..) |
| * who is the observer in these experiments? what kind of power-relations come out? (+symbiogenesis) | * who is the observer in these experiments? what kind of power-relations come out? (+symbiogenesis) |
| * thalience: can environments be given their own voice? (or one that can reach modern humans on more level playing-ground) | * thalience: can environments be given their own voice? (or one that can reach modern humans on more level power-relations) |
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| === blurb: === | === blurb: === |
| |
| === methods: === | === methods: === |
| * fieldwork: exploration through interactions between man-machine-environment in-situ | * fieldwork: in-situ exploration through interactions between man-machine-environment |
| * prototyping: like in Boskoi & Machine Wilderness with experiments as vehicles for materializing questions | * prototyping: like in Boskoi & Machine Wilderness with experiments as vehicles for materializing questions |
| * critical reflection | * critical reflection |
| === program: (under construction)=== | === program: (under construction)=== |
| * **dec 2017 / nov 2018** > EML Meetup series at MidWest Experimental Station Amsterdam > //theme: Synthetic Environmental Literacy// | * **dec 2017 / nov 2018** > EML Meetup series at MidWest Experimental Station Amsterdam > //theme: Synthetic Environmental Literacy// |
| * **may 2018** > fieldwork session Finland > //theme: Rules of Engagement: Machine and Animal interactions// > 4 ppl / 10 days | * **mar 2018** > fieldwork session Terschelling > //theme: Random Forests: Environmental observation and perception into algorithm// > 8 ppl / 3 or 4 days |
| * **sep 2018** > fieldwork session Terschelling > //theme: Random Forests: Environmental observation and perception into algorithm// > 10 ppl / 2 or 3 days | * **may 2018** > fieldwork session Finland > //theme: Rules of Engagement: Machine and Animal interactions// > 4 ppl / 10 days |
| * **nov 2018** > critical reflection / writing, web or print > //Fieldguide to Environmental Machine Learning// | * **nov 2018** > critical reflection / writing, web or print > //Fieldguide to Environmental Machine Learning// |
| * exhibition (Artis Zoo?) | * exhibition (Artis Zoo?) |
| * //Plain Air Nouveau// EU program | * <del>//Plain Air Nouveau// EU program</del> |
| |
| === reading: === | === reading: === |
| * [[https://www.nrc.nl/nieuws/2017/06/27/niet-waar-de-robots-bij-zijn-11294270-a1564606|Not In Front Of The Bots (dutch)]] | * [[https://www.nrc.nl/nieuws/2017/06/27/niet-waar-de-robots-bij-zijn-11294270-a1564606|Not In Front Of The Bots (dutch)]] |
| * [[https://blogs.microsoft.com/on-the-issues/2017/07/12/announcing-ai-earth-microsofts-new-program-put-ai-work-future-planet/|Microsoft: AI for Earth]] | * [[https://blogs.microsoft.com/on-the-issues/2017/07/12/announcing-ai-earth-microsofts-new-program-put-ai-work-future-planet/|Microsoft: AI for Earth]] |
| * [[https://thenextweb.com/tq/2017/09/20/we-desperately-need-ethical-algorithms-heres-why/#.tnw_HMT7SwPK|We Desperately Need Ethical Algorithms, Here's Why]] (not that insightful, I just list it to document a quote) | * [[https://thenextweb.com/tq/2017/09/20/we-desperately-need-ethical-algorithms-heres-why/#.tnw_HMT7SwPK|We Desperately Need Ethical Algorithms, Here's Why]] (not that insightful, just listed here to document a quote) |
| * [[https://www.propublica.org/series/machine-bias|Machine Bias]] | * [[https://www.propublica.org/series/machine-bias|Machine Bias]] |
| * [[https://medium.com/@memoakten/retune-2016-part-2-algorithmic-decision-making-machine-bias-creativity-and-diversity-3c7cca21ba37|Memo Akten's Medium pages]] | * [[https://medium.com/@memoakten/retune-2016-part-2-algorithmic-decision-making-machine-bias-creativity-and-diversity-3c7cca21ba37|Memo Akten's Medium pages]] |
| * [[http://www.karineskoog.com/thehunter-call-of-the-wild-designing-believable-simulated-animal-ai/|AI & Designing Believable Simulated Animals]] | * [[http://www.karineskoog.com/thehunter-call-of-the-wild-designing-believable-simulated-animal-ai/|AI & Designing Believable Simulated Animals]] |
| * [[https://placesjournal.org/article/mappings-intelligent-agents/|Mapping Intelligent Agents]] | * [[https://placesjournal.org/article/mappings-intelligent-agents/|Mapping Intelligent Agents]] |
| | * [[https://scout.ai/story/the-next-software-revolution-will-rewrite-life-as-we-know-it/|The Next Software Revolution Will Rewrite Life As We Know It]] |
| | * [[https://futurism.com/the-key-to-understanding-ai-may-be-buried-in-the-laws-of-physics/|Key to AI may be in physics]] |
| | * [[https://www.theguardian.com/technology/2017/oct/04/google-deepmind-ai-artificial-intelligence-ethics-group-problems| DeepMind announces ethics group]] |
| | * [[https://medium.com/@daviddao/predictive-smart-contracts-dc15b9986d8c|David Dao (of Gainforest) on Medium]] |
| | * [[https://www.forbes.com/sites/forbestechcouncil/2017/11/16/why-decentralized-artificial-intelligence-will-reinvent-the-industry-as-we-know-it/#78178535511a| On decentralized AI and Federated Learning ]] |
| | * [[https://www.nature.com/articles/d41586-017-08675-7|Lucas Joppa in Microsofts AI for Earth programme]] |
| | * [[https://www.ercim.eu/publication/Ercim_News/enw61/paysley.html|Modelling Ecological Health using AI Techniques]] |
| | * [[http://ml-playground.com/|Machine Learning Playground ]] |
| | * [[https://www.technologyreview.com/s/609048/the-seven-deadly-sins-of-ai-predictions/|The Seven Deadly Sins of AI Predictions]] |
| | * [[https://ml4a.github.io/ml4a/how_neural_networks_are_trained/| Machine Learning For Artists - How neural networks are trained]] |
| | * [[https://deepindex.org/|DeepIndex - lists what AI can do by now ]] |
| | * [[https://www.quantamagazine.org/why-self-taught-artificial-intelligence-has-trouble-with-the-real-world-20180221/|Why self taught AI has trouble with the real world]] |
| | * [[http://aiweirdness.com/post/171451900302/do-neural-nets-dream-of-electric-sheep/|Do Neural Networks dream of Electric Sheep? Having fun with misclassified images]] |
| |
| === Youtube Lectures: === | === Youtube Lectures: === |
| * [[https://norbertbiedrzycki.pl/en/artificial-brains-save-the-earth/|Artificial Brains Save The Earth]] | * [[https://norbertbiedrzycki.pl/en/artificial-brains-save-the-earth/|Artificial Brains Save The Earth]] |
| * [[https://www.youtube.com/watch?v=i_uL_nCv2g4|Machine Learning in Ecological Science and Environmental Management, Thomas Dietterich]] | * [[https://www.youtube.com/watch?v=i_uL_nCv2g4|Machine Learning in Ecological Science and Environmental Management, Thomas Dietterich]] |
| * [[https://www.theguardian.com/commentisfree/video/2016/mar/16/artificial-intelligence-we-should-be-more-afraid-of-computers-than-we-are-video|AI: we should be more afraid of computers than we are]] Guardian video (also [[https://www.theguardian.com/culture/2017/feb/21/what-our-original-drama-the-intelligence-explosion-tells-us-about-ai| Gunter the Robot]] | * [[https://www.theguardian.com/commentisfree/video/2016/mar/16/artificial-intelligence-we-should-be-more-afraid-of-computers-than-we-are-video|AI: we should be more afraid of computers than we are]] Guardian video (also [[https://www.theguardian.com/culture/2017/feb/21/what-our-original-drama-the-intelligence-explosion-tells-us-about-ai| Gunter the Robot]]) |
| | * [[https://www.ted.com/talks/stuart_russell_how_ai_might_make_us_better_people#t-589195|TED: Stuart Russell rules for making AI more human compatible]] |
| |
| === framing: === | === framing: === |
| * [[https://aeon.co/essays/your-brain-does-not-process-information-and-it-is-not-a-computer|Your brain does not process information and it is not a computer]] | * [[https://aeon.co/essays/your-brain-does-not-process-information-and-it-is-not-a-computer|Your brain does not process information and it is not a computer]] |
| * [[thalience]] | * [[thalience]] |
| * Panpsychism | * [[Panpsychism]] |
| | * [[https://wiki.p2pfoundation.net/Contemplating_the_More-than-Human_Commons| More than human commons]] |
| | * Sasi / Rahui / Mo |
| | * An institutional analysis of SasiLaut in Maluku, Indonesia [[https://www.researchgate.net/publication/23550908_An_institutional_analysis_of_SasiLaut_in_Maluku_Indonesia]] |
| | * Through a Green Lens: The Construction of Customary Environmental Law and Community in Indonesia's Maluku Islands [[https://institutionalorganizationalecologies.files.wordpress.com/2011/01/zerner-sasi.pdf]] |
| | * The Meaning of Mo: Place, Power and Taboo in the Marshall Islands[[https://openresearch-repository.anu.edu.au/bitstream/1885/116113/4/Ahlgren%20Thesis%20final%202017.pdf]] Sections on Cultural Ecology, Ecological Knowledge, Scared ecologies. Broad, detailed discussion of use or traditions of taboo in context of modern conservation & resource management. |
| | |
| | <blockquote> |
| | Algorithms underpin the global technological infrastructure that extracts and develops natural resources such as minerals, food, fossil fuels and living marine resources. They facilitate global trade flows with commodities and they form the basis of environmental monitoring technologies. Last but not least, algorithms embedded in devices and services affect our behavior - what we buy and consume and how we travel, with indirect but potentially strong effects on the biosphere. As a result, algorithms deserve more scrutiny.\\ - Victor Galaz / Stockholm Resilience Centre</blockquote> |
| | |
| | === initiatives: === |
| | * [[https://www.microsoft.com/en-us/aiforearth|Microsoft AI for Earth]] |
| | * [[https://www.zsl.org/conservation/conservation-initiatives/conservation-technology/machine-learning|Zoological Society London]] |
| | * [[http://www.terra0.org/|Terra0]] |
| | * [[http://gainforest.org/|Gainforest]] |
| | * [[https://www.regen.network/|Regen.Network]] |
| | * [[http://www.handsfreehectare.com/|HandsfreeHectare]] |
| | * [[https://www.biocarbonengineering.com/|BioCarbonEngineering]] |
| |
| === see also: === | === see also: === |
| * [[machine ecology]] | * [[machine ecology]] |
| * [[Robust Physical Perturbations]] | * [[Robust Physical Perturbations]] |
| * http://machinewilderness.net | * [[Environmental blockchain]] |
| | \\ |
| | Project website: [[http://randomforests.nl/|randomforests.nl/]] |
theunkarelse