#feedbackloop — Public Fediverse posts

AI personas and automation are often siloed, but when tightly coupled they become a single feedback loop: the identity layer generates content, the automation captures performance, updates targeting and refines tone, then feeds the next iteration. This eliminates latency, keeps brand voice aligned, and scales influence without human bottlenecks. 🤖 #AI #Automation #BrandEngineering #FeedbackLoop - Powered by FG

AI personas and automation are often siloed, but when tightly coupled they become a single feedback loop: the identity layer generates content, the automation captures performance, updates targeting and refines tone, then feeds the next iteration. This eliminates latency, keeps brand voice aligned, and scales influence without human bottlenecks. 🤖 #AI #Automation #BrandEngineering #FeedbackLoop - Powered by FG

AI personas and automation are often siloed, but when tightly coupled they become a single feedback loop: the identity layer generates content, the automation captures performance, updates targeting and refines tone, then feeds the next iteration. This eliminates latency, keeps brand voice aligned, and scales influence without human bottlenecks. 🤖 #AI #Automation #BrandEngineering #FeedbackLoop - Powered by FG

AI personas and automation are often siloed, but when tightly coupled they become a single feedback loop: the identity layer generates content, the automation captures performance, updates targeting and refines tone, then feeds the next iteration. This eliminates latency, keeps brand voice aligned, and scales influence without human bottlenecks. 🤖 #AI #Automation #BrandEngineering #FeedbackLoop - Powered by FG

https://youtube.com/shorts/VVZZ-v1ZAzs

Schaut doch mal rein .

Abonniert, liked und /oder lasst einen Kommentar

Danke im Vorraus 👍🔊✨🛒👽

#bassbeat #piratensender #youtube #music #musik #musicchannel #noise #noisemusic #sounddesign #bandcamp #discogs #immerhinhalbzwo #promo #musikkanal ##bürgergeld #lifestyle #darkambient #dronemusic #downtempo #synth #drummachine #behringer #shorts #liebezurmusik #noisescape #youtubechannel #creator #makertube #diy #beat #electronic #feedbackloop #groove #imha

Permafrost Alone Holds Back Arctic Rivers—And A Lot Of Carbon
--
https://phys.org/news/2024-02-permafrost-arctic-rivers-lot-carbon.html <-- shared technical article
--
https://doi.org/10.1073/pnas.2307072120 <-- shared paper
--
#GIS #spatial #mapping #Arctic #Alaska #watersheds #drainageareas #3dhp #3dep #elevation #remotesensing #frozensoil #permafrost #hydrology #water #rivers #geomorphology #geomorphometry #climatechange #carbonemissions #carbon #co2 #hillslope #erosion #freezing #thawing #soil #sequesteredcarbon #feedbackloop #landscape #spatialanalysis

EvanFlow – A TDD driven feedback loop for Claude Code

https://github.com/evanklem/evanflow

#HackerNews #EvanFlow #TDD #feedbackloop #ClaudeCode #softwaredevelopment #GitHub

https://youtube.com/shorts/VVZZ-v1ZAzs

Schaut doch mal rein .

Abonniert, liked und /oder lasst einen Kommentar

Danke im Vorraus 👍🔊✨🛒👽

#bassbeat #piratensender #youtube #music #musik #musicchannel #noise #noisemusic #sounddesign #bandcamp #discogs #immerhinhalbzwo #promo #musikkanal ##bürgergeld #lifestyle #darkambient #dronemusic #downtempo #synth #drummachine #behringer #shorts #liebezurmusik #noisescape #youtubechannel #creator #makertube #diy #beat #electronic #feedbackloop #groove #imha

https://youtu.be/qsIWZhrZ8_Y

#noise #noisemusic #musik #sounddesign #musizieren #dawless #jamsession #musicchannel #feedbackloop #delay #reverb #behringer #piratensender #vintage

https://youtube.com/shorts/P7EN31nHipI

Schreibt mir gern, lasst einen Like da und/oder gar abonnieren, sehr erwünscht

Danke im Vorraus, schon mal!

#darkambient #noise #musicchannel #dawless #jamsession #synth #feedbackloop #noisescape #youtube #bandcamp #immerhinhalbzwo #shorts #sounddesign #soundcloud

""Even within the #coding, it's not working well," said Smiley. "I'll give you an example. Code can look right and pass the unit tests and still be wrong. The way you measure that is typically in benchmark tests. So a lot of these companies haven't engaged in a proper #feedbackloop to see what the impact of #AIcoding is on the outcomes they care about. Lines of code, number of [pull requests], these are #liabilities. These are not measures of engineering excellence.""

https://www.theregister.com/2026/03/17/ai_businesses_faking_it_reckoning_coming_codestrap/

Bin bestimmt der einzige, der diese Idee hat… #feedbackloop #mastowall #39c3

#Antarctic #IceShelf #IceMelt #feedbackloop #WaterStratification

Original open access article

Suganuma et al. 07 Nov. 2025, Nat. Geosci.

Antarctic ice-shelf collapse in Holocene driven by meltwater release feedback

https://doi.org/10.1038/s41561-025-01829-7

#ClimateScience #climatechange #ClimateEmergency #ClimateCrisis #ClimateBreakdown #ClimateDisruption #globalWarming #globalHeating #ExtremeWeather

https://phys.org/news/2025-11-antarctic-ice-triggers-evidence-cascading.html

inflow of warm deep water into coastal #EastAntarctica caused…collapse of ice shelves, which in turn accelerated inland ice loss…

#AntarcticIceRetreat is not merely a regional phenomenon; rather, it has the potential to propagate across multiple sectors through oceanic connections, thereby amplifying the overall magnitude of ice loss.

…referred to as a #cascadingpositivefeedback…

#feedbackloop may be a crucial factor in…#AntarcticIceSheets, both…past and…present.

You Can’t Post Your Way Out of Fascism

https://www.404media.co/you-cant-post-your-way-out-of-fascism/

Authoritarians and tech CEOs now share the same goal: to keep us locked in an eternal doomscroll instead of organizing against them…

#Fascism #OnlineResistance #Effectiveness #Distraction #DirectAction #OrganizingTool #StatusQuo #FeedbackLoop #LogOff

Tester als Influencer - Richard Seidl https://www.richard-seidl.com/de/blog/tester-influencer

#QualityAssurance #TesterInfluencer #DevOps #AgileTesting #TestAutomation #StakeholderCommunication #ContinuousImprovement #ExperimentAndLearn #FeedbackLoop #ChangeManagement #SoftwareQuality #TestingCommunity

Die #Antarktis verliert in rasantem Tempo #Meereis, begleitet von einem unerwarteten Anstieg des Salzgehalts im #Südpolarmeer.

Salzhaltigeres Oberflächenwasser bringt #Wärme aus der Tiefe nach oben, was Eisbildung hemmt und einen gefährlichen #Rückkopplungseffekt auslöst.

#Buchtip: Grundwissen für Erwachsene findet Ihr im Buch "Der #Klimawandel für Einsteiger", ISBN: 978-3-738-63782-3

https://theconversation.com/completely-unexpected-antarctic-sea-ice-may-be-in-terminal-decline-due-to-rising-southern-ocean-salinity-259743

#Klimakrise #Eisschmelze #Ozeanzirkulation #Erderwärmung #Feedbackloop

🤖 Scientists are sneaking AI prompts into academic papers, like kids hiding veggies in mashed potatoes, to guarantee glowing reviews. 🍆🥔 Because who needs honest feedback when you can just bribe your AI overlord for a pat on the back? 🙄
https://asia.nikkei.com/Business/Technology/Artificial-intelligence/Positive-review-only-Researchers-hide-AI-prompts-in-papers #AIManipulation #AcademicIntegrity #FeedbackLoop #Dishonesty #ResearchEthics #HackerNews #ngated

A Project Minute: The Project Always Starts Before You Think It Does
https://www.jrothman.com/mpd/2025/04/a-project-minute-the-project-always-starts-before-you-think-it-does/
#pmot #project #feedbackloop

#Greenland is getting greener. That could have huge consequences for the world

By Angela Dewan, CNN
Published February 13, 2024

"Warmer air temperatures have driven #IceLoss, which has in turn raised land temperatures. That has caused the melting of #permafrost, a frozen layer just beneath the Earth’s surface and found in much of the #Arctic, and that melt releases planet-warming #CarbonDioxide and #methane, contributing to more #GlobalWarming. #PermafrostMelt is also causing #LandInstability, which could impact infrastructure and buildings.

"'We have seen signs that the loss of ice is triggering other reactions which will result in further loss of ice and further ‘greening’ of Greenland, where shrinking ice exposes bare rock that is then colonized by tundra and eventually shrub,' one of the report’s authors, Jonathan Carrivick, said in a press release. 'At the same time, water released from the melting ice is moving sediment and silt, and that eventually forms wetlands and fenlands.'

"The loss of ice is creating what’s known as a #FeedbackLoop. Snow and ice typically reflect the sun’s energy back into space, preventing excessive heating in parts of the Earth. But as ice disappears, those areas absorb more solar energy, raising land surface temperatures, which can cause further melt and other negative impacts.

"#IceMelt also increases the amount of water in lakes, where water absorbs more heat than snow, which increases land surface temperatures.

"Greenland has been warming at twice the global mean rate since the 1970s, and the study’s authors warn that more extreme temperatures in the future are likely.

"Greenland is the world’s biggest island and is mostly covered by ice and #glaciers. Around 57,000 people live in the country, which is an autonomous country within the Kingdom of Denmark. Much of the population is #indigenous and many people there rely on natural #ecosystems for their survival.

"Michael Grimes, the report’s lead author, said that the flow of sediments and nutrients into coastal waters was particularly problematic for #IndigenousCommunities that rely on fishing, as well as for hunters on other parts of the island.

"'These changes are critical, particularly for the indigenous populations whose traditional subsistence hunting practices rely on the stability of these delicate #ecosystems,' he said.

"'Moreover, the loss of ice mass in Greenland is a substantial contributor to #GlobalSeaLevelRise, a trend that poses significant challenges both now and in the future.'"

https://www.cnn.com/2024/02/13/climate/greenland-ice-loss-vegetation-climate-intl/index.html

" A sweeping global research review of the links between climate and #agriculture reveals the likelihood of an emergent #FeedbackLoop whereby, as #CimateChange puts more pressure on the global food supply, agriculture will, by necessity, adopt practices that may exacerbate its environmental impact. "

https://www.eurasiareview.com/15092024-impact-of-climate-change-on-agriculture-suggests-even-greater-challenges-to-environment-global-food-supply-and-public-health/

Also, Canada industry and society spewed more CO2 than most countries. It has been for decades, which is a big reason why the fires now happen in such a catastrophic way.

#feedbackloop #theyknew #climatecatastrophe #climateEmergency #cdnpoli #climateAction #reduceCO2 #CanPoli
https://flipboard.com/@heatmapnews/climate-economy-tg4ut70az/-/a-fZ4Vy2aHRT6ppeN7oogUlA%3Aa%3A3941232565-%2F0

@vij
Link please (or are you pulling that number out of your ass?)

Trust me, most people saying "drop out" aren't coming to that conclusion on their own.

They are coming to that conclusion based on pundits who say so b/c people are listening to them say so. #FeedbackLoop

@vij
I don't think the Punditry Class on The Left understands that THEY are responsible for this #FeedbackLoop down the Rabbit Hole.

They say, "#Biden needs to drop out" b/c the polling is so bad.

The people being polled say, "#Biden needs to drop out" b/c they keep hearing the pundits saying he needs to drop out.

Rinse & repeat. 😡

And worst of all, by NEVER saying "Despite doing an amazing job…" they're simply lending credibility to The Right's false claim Biden's been a failure.

@theusasingers
I don't think the Punditry Class on The Left understands that THEY are responsible for this #FeedbackLoop down the Rabbit Hole.

They say, "#Biden needs to drop out" b/c the polling is so bad.

The people being polled say, "#Biden needs to drop out" b/c they keep hearing the pundits saying he needs to drop out.

Rinse & repeat. 😡

And worst of all, by NEVER saying "Despite doing an amazing job…" they're simply lending credibility to The Right's false claim Biden's been a failure.

My general #OpenSource maintainer conundrum:

I love, love, love sharing my knowledge, learning from others & seeing how some of the libraries & tools put out over the years have been enabling and having positive tangible impact on the practice of others. It's one of the joys in my life! I also do want to work more on docs & examples and consider this work very important (and rewarding).

Yet, let's consider:

- the massive scale of the https://thi.ng/umbrella meta-project (currently ~190 sub-projects)
- a combined 157+ million NPM downloads so far, with some individual packages having 500k+ downloads per month (though most have less)
- ~3300 stars on GitHub (~5000 for all thi.ng projects combined)

...there's generally very little feedback/contribs/discussion (or it comes in very shortlived salvos/bursts that I sometimes can't keep up with context switching, though very rarely).

Those few of you, who've been supporting this all financially: 🙏❤️🙏❤️🙏

To me this situation means I cannot justify spending an ever increasing amount time on these aspects in this social vacuum (even though I've been doing a lot of that work anyway). At the same time, I'm absolutely more than happy to do so once I hear from people about concrete needs/issues/questions etc. For example, this week alone, two new interesting example projects resulted from those interactions... (one about GPGPU, the other about data viz, see previous posts)

Objectively, I think thi.ng/umbrella is unrivalled in terms of scope, composability, interoperability, educational cross-references & examples provided. I also genuinely believe (and know from others) this is a high value resource and set of tools/patterns for a huge number of purposes. Still, what's offered is seemingly not enough to get people interested to the extend they start contributing and/or forming more of a community (that is without me having to be the bottleneck and answer every single question whilst also being the main/sole developer, documenter, etc.)

Already for almost 25 years, I've been trying hard to "pay it forward", sharing my knowledge (and income), creating thousands of code snippets, mini tutorials in readmes (~50k words), forums & docstrings, building hundreds of larger, commented example projects (~30k lines of code) to help teach/illustrate concepts/techniques, syntax, use cases, usage patterns, run workshops. With that I also hoped to maybe entice _at least some_ people to contribute & share their knowledge with any of these projects (and with others, in any form, incl. docs/examples/discussion...), but I still don't understand why this hasn't really been happening more... not to the extend I'd hoped for, by far!

Maybe it's my autism, but sometimes it feels I'm the only person who can't see the writing on the wall, can't see the elephant in the room and/or this all is a chicken & egg problem:

In the survey run earlier this year, some people said it's about entrenchment (of other more popular tools), about the "bus factor", others said it's the lack of docs or prerequisite knowledge. When asking for concrete help/advice to improve the situation, there're mainly only handwavy responses (w/ extra effort implicitly delegated to me, rather than involving offers to contribute)...

Apart from this project becoming financially more sustainable (more chicken & egg), currently I don't see a way to justify prioritizing _more_ of my time on these aspects, instead of working on features & other maintenance (of which there's both plenty). This important research (but mainly development) is also needed for many other projects I've been working on, incl. those which are providing at least potentially some income (e.g. my art projects) to continue re-investing & working on thi.ng...

As you might know, a while ago I've started working on creating some courseware, but it's been on the back-burner since realising this is a hugely risky undertaking considering the lack of general feedback. All of these things are interrelated...

🐓🥚

#OpenSource #ThingUmbrella #Community #Documentation #FeedbackLoop

"warming seawater intrudes between coastal ice sheets & the ground they rest on…expanding the cavities further in a #feedbackloop. This water then lubricates the collapse of ice into the ocean, pushing up #sealevels.
a “very small increase” in the temp of the intruding water could lead to a “very big increase” in the loss of ice—ie, #tippingpoint behaviour."
https://www.theguardian.com/environment/article/2024/jun/25/newly-identified-tipping-point-for-ice-sheets-could-mean-greater-sea-level-rise

Track your #FreeWebHostingCulture use case by use case!

You should track your #doomscroll 🤏🕶️🤳usage per day/week/month in a handy dandy spreadsheet! 📈📉📊📈📉📊

📊Simple equation ☕🤏🕶️ 'rilly📊:

+ Add a qualifier by useful info gained 📜👀

- Subtract the #feedbackloop propaganda posts 📜💥 😆

+ Add useful #newsstories read about $_subject_$ 📜👀

+ Add for early/late #caturday post$ 😹📜😹😆👀

+ Add for useful videos found🌞🤔🤳

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

= $_result_$ / $_time = $_more_$tats🌞

Remember, this is YOUR TIME not THEIR TIME. YOU. DON'T. OWE. ANYONE. YOUR. TIME. 🕓🧨💥🤏🕶️

🤏🕶️Follow me for more jibber jabber postings and other useful tips and tricks 🔇🔕😶 📜✍️☕👀📊

New research has uncovered a #feedbackloop that may be accelerating the melting of
The West #Antarctic #IceSheet, contributing to #sealevelrise. If it were to melt entirely, global sea levels would rise by 5m. Circumpolar Deep Water (CDW), a water mass 4°C above freezing, is flowing beneath the ice shelves in West #Antarctica and melting them from below. Since so much of Ice Sheet lies below sea level, it is vulnerable to this warm water
https://phys.org/news/2024-04-feedback-loop-ice-shelves-west.html #climatechange #climatecrisis

#FeedbackLoop ✓ - [ completed ]
😁
👇
https://infosec.exchange/@9x0rg@mamot.fr/112278473659789816

🥊🤡🥊🔴 Vs. 🥊🤡🥊 Vs. #Public

🙋‍♂️👋😁
👇
https://infosec.exchange/@infosec_jcp/109531467015697672

#CRONjob calculations [ running ]

KalculonCheck [ completed ]

HashTagOutput=https://infosec.exchange/tags/markzuckerburg ✓ 🙋‍♂️👋😁🤡🙋‍♂️👋

Just got to say the upstream #feedbackloop today on 🐘 went straight to the vi spreadsheet.csv 📊

Hydropolitical System Archetypes - Feedback Structures, Physical Environments, Unintended Behaviors, And A Diagnostic Checklist
--
https://doi.org/10.3390/hydrology9120207 <-- shared paper
--
https://www.unwater.org/water-facts/transboundary-waters <-- UN definitions & backgrounds of transboundary waters
--
#hydropoliticalsystemarchetype #transboundarybasin #upstreamstate #downstreamstate #hydropolitical #hydropolitics #water #hydrology #international #resources #waterresources #transboundary #watersecurity #GIS #spatial #mapping #spatialanalysis #global #watersheds #drainageareas #systemdynamics #systemarchetypes #feedbackloop #model #modeling #riparian #policy #planning #agreements

When the #feedbackloop of the #MarketPlace hits the 🛫🛬 #CSAMCEO's 💥👎

Tester als Influencer - Richard Seidl https://www.richard-seidl.com/de/blog/tester-influencer

#QualityAssurance #TesterInfluencer #DevOps #AgileTesting #TestAutomation #StakeholderCommunication #ContinuousImprovement #ExperimentAndLearn #FeedbackLoop #ChangeManagement #SoftwareQuality #TestingCommunity

Tester als Influencer - Richard Seidl https://www.richard-seidl.com/de/blog/tester-influencer

#QualityAssurance #TesterInfluencer #DevOps #AgileTesting #TestAutomation #StakeholderCommunication #ContinuousImprovement #ExperimentAndLearn #FeedbackLoop #ChangeManagement #SoftwareQuality #TestingCommunity

Tester als Influencer - Richard Seidl https://www.richard-seidl.com/de/blog/tester-influencer

#QualityAssurance #TesterInfluencer #DevOps #AgileTesting #TestAutomation #StakeholderCommunication #ContinuousImprovement #ExperimentAndLearn #FeedbackLoop #ChangeManagement #SoftwareQuality #TestingCommunity

no-input mixer, and feedback through pedals in general, is all over classic noise music acts like Forcefield, Lightning Bolt, or Toshimaru Nakamura.

https://room40.bandcamp.com/album/nimb-9

you don't actually need analog hardware to play with feedback, but within a DAW you do need a little impulse or background noise to kick off the feedback loop, and most likely a high-pass filter and a compressor to stop runaway DC offset.

#feedbackloop #noinputmixer #noisemusicPSA #musicproduction #sounddesign #daw

since no-input mixer stuff is randomly viral, I wanna shout out one of my favorite Black Dice songs and two examples of feedback which I noticed seeing them live https://www.youtube.com/watch?v=4M059fkBmhg

- the buzzy bassline starting at 1:54 is no-input mixer tuned by tweaking the EQ knobs

- the riser sound at the beginning is chopped up by tapping a guitar pedal off-and-on. it could be a feedback loop or some other sound going through the pedal

#noinputmixer #nimb #noinputfeedback #feedbackloop #noisemusic

Are #trans #people being used for ‘#outrage #marketing’? Why #brands must put #inclusion before #publicity.

#Conservative #media outlets ran #transphobic #coverage of the situation, disparaged #DylanMulvaney and #exacerbated the #outrage in a near-constant #feedbackloop.

#Women #Transgender #LGBTQ #LGBTQIA #Media #MoralPanic #Conservatives #Extremism #RepublicanParty #Hate #Bigotry #Violence #Genocide #Discrimination #Transphobia #ThePartyOfHate

https://www.thepinknews.com/2023/08/05/trans-lgbtq-marketing-brand-awareness-bud-light-costa/

https://youtube.com/shorts/P7EN31nHipI

Schreibt mir gern, lasst einen Like da und/oder gar abonnieren, sehr erwünscht

Danke im Vorraus, schon mal!

#darkambient #noise #musicchannel #dawless #jamsession #synth #feedbackloop #noisescape #youtube #bandcamp #immerhinhalbzwo #shorts #sounddesign #soundcloud

https://youtube.com/shorts/P7EN31nHipI

Schreibt mir gern, lasst einen Like da und/oder gar abonnieren, sehr erwünscht

Danke im Vorraus, schon mal!

#darkambient #noise #musicchannel #dawless #jamsession #synth #feedbackloop #noisescape #youtube #bandcamp #immerhinhalbzwo #shorts #sounddesign #soundcloud

https://youtube.com/shorts/P7EN31nHipI

Schreibt mir gern, lasst einen Like da und/oder gar abonnieren, sehr erwünscht

Danke im Vorraus, schon mal!

#darkambient #noise #musicchannel #dawless #jamsession #synth #feedbackloop #noisescape #youtube #bandcamp #immerhinhalbzwo #shorts #sounddesign #soundcloud

https://youtube.com/shorts/P7EN31nHipI

Schreibt mir gern, lasst einen Like da und/oder gar abonnieren, sehr erwünscht

Danke im Vorraus, schon mal!

#darkambient #noise #musicchannel #dawless #jamsession #synth #feedbackloop #noisescape #youtube #bandcamp #immerhinhalbzwo #shorts #sounddesign #soundcloud

New single “Staying with the trouble” up on YouTube now.

I’d love for you to click on this link and watch me melt in 32 different ways 🧊❄️🌀 https://www.youtube.com/watch?v=L1-m9rVDU7o

#videosynthesis #feedbackloop #modularsynthesis

rolling on with a couple digital feedback examples, here's one from farmersmanual (I'm guessing?! the whole release sounds like it)

https://farmersmanual.bandcamp.com/album/fmoto

and one I did ages ago in Ableton Live

https://yplu.bandcamp.com/track/811-2

#musicproduction #nimb #noisemusic #noinputmixerfeedback #feedbackloop