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Klingis

@klingis.bsky.social

Professional banger enthusiast

360 Followers  |  129 Following  |  1,060 Posts  |  Joined: 19.06.2023  |  1.9833

Latest posts by klingis.bsky.social on Bluesky


RIP charlie kirk you would have loved tweeting about this ๐Ÿ’”๐Ÿฅ€

18.02.2026 22:35 โ€” ๐Ÿ‘ 2344    ๐Ÿ” 154    ๐Ÿ’ฌ 31    ๐Ÿ“Œ 1
Article: The political effects of Xโ€™s feed algorithm

Abstract: Feed algorithms are widely suspected to influence political attitudes. However, previous evidence from switching off the algorithm on Meta platforms found no political effects1. Here we present results from a 2023 field experiment on Elon Muskโ€™s platform X shedding light on this puzzle. We assigned active US-based users randomly to either an algorithmic or a chronological feed for 7โ€‰weeks, measuring political attitudes and online behaviour. Switching from a chronological to an algorithmic feed increased engagement and shifted political opinion towards more conservative positions, particularly regarding policy priorities, perceptions of criminal investigations into Donald Trump and views on the war in Ukraine. In contrast, switching from the algorithmic to the chronological feed had no comparable effects. Neither switching the algorithm on nor switching it off significantly affected affective polarization or self-reported partisanship. To investigate the mechanism, we analysed usersโ€™ feed content and behaviour. We found that the algorithm promotes conservative content and demotes posts by traditional media. Exposure to algorithmic content leads users to follow conservative political activist accounts, which they continue to follow even after switching off the algorithm, helping explain the asymmetry in effects. These results suggest that initial exposure to Xโ€™s algorithm has persistent effects on usersโ€™ current political attitudes and account-following behaviour, even in the absence of a detectable effect on partisanship.

Article: The political effects of Xโ€™s feed algorithm Abstract: Feed algorithms are widely suspected to influence political attitudes. However, previous evidence from switching off the algorithm on Meta platforms found no political effects1. Here we present results from a 2023 field experiment on Elon Muskโ€™s platform X shedding light on this puzzle. We assigned active US-based users randomly to either an algorithmic or a chronological feed for 7โ€‰weeks, measuring political attitudes and online behaviour. Switching from a chronological to an algorithmic feed increased engagement and shifted political opinion towards more conservative positions, particularly regarding policy priorities, perceptions of criminal investigations into Donald Trump and views on the war in Ukraine. In contrast, switching from the algorithmic to the chronological feed had no comparable effects. Neither switching the algorithm on nor switching it off significantly affected affective polarization or self-reported partisanship. To investigate the mechanism, we analysed usersโ€™ feed content and behaviour. We found that the algorithm promotes conservative content and demotes posts by traditional media. Exposure to algorithmic content leads users to follow conservative political activist accounts, which they continue to follow even after switching off the algorithm, helping explain the asymmetry in effects. These results suggest that initial exposure to Xโ€™s algorithm has persistent effects on usersโ€™ current political attitudes and account-following behaviour, even in the absence of a detectable effect on partisanship.

Figure 2. ITT estimates of feed-setting changes on engagement and political attitudes. ITT effect estimates of switching the algorithm on and off (in s.d.). Left, effect of moving from the chronological to the algorithmic feed for users initially on the chronological feed. Right, effect of moving in the opposite direction for users initially on the algorithmic feed. For each outcome, the results of two specifications are reported. Blue, unconditional estimates with robust s.e., controlling only for the initial feed setting and, where applicable, pre-treatment outcome levels. Orange: conditional estimates, controlling for pre-treatment covariates using GRFs; 90% and 95% CIs are reported. Numerical effect sizes and Pโ€‰values correspond to the conditional estimates (all tests are two-sided). The unit of observation is respondent. From top to bottom, sample sizes are nโ€‰=โ€‰4,965, nโ€‰=โ€‰3,337, nโ€‰=โ€‰4,965, nโ€‰=โ€‰4,965, nโ€‰=โ€‰4,596, nโ€‰=โ€‰4,596 and nโ€‰=โ€‰4,850. Tests are described in Methods. Supplementary Information Table 2.16 reports the exact numerical point estimates, s.e., CIs and sample sizes for every specification. All outcomes are standardized. Additional results are presented in Supplementary Information section 2. PCA, first principal component from principal component analysis.

Figure 2. ITT estimates of feed-setting changes on engagement and political attitudes. ITT effect estimates of switching the algorithm on and off (in s.d.). Left, effect of moving from the chronological to the algorithmic feed for users initially on the chronological feed. Right, effect of moving in the opposite direction for users initially on the algorithmic feed. For each outcome, the results of two specifications are reported. Blue, unconditional estimates with robust s.e., controlling only for the initial feed setting and, where applicable, pre-treatment outcome levels. Orange: conditional estimates, controlling for pre-treatment covariates using GRFs; 90% and 95% CIs are reported. Numerical effect sizes and Pโ€‰values correspond to the conditional estimates (all tests are two-sided). The unit of observation is respondent. From top to bottom, sample sizes are nโ€‰=โ€‰4,965, nโ€‰=โ€‰3,337, nโ€‰=โ€‰4,965, nโ€‰=โ€‰4,965, nโ€‰=โ€‰4,596, nโ€‰=โ€‰4,596 and nโ€‰=โ€‰4,850. Tests are described in Methods. Supplementary Information Table 2.16 reports the exact numerical point estimates, s.e., CIs and sample sizes for every specification. All outcomes are standardized. Additional results are presented in Supplementary Information section 2. PCA, first principal component from principal component analysis.

X's algorithm is in fact doing what you think it's doing. www.nature.com/articles/s41...

18.02.2026 17:24 โ€” ๐Ÿ‘ 1852    ๐Ÿ” 718    ๐Ÿ’ฌ 30    ๐Ÿ“Œ 85

no you see i'm a journalist which means i make propaganda. propaganda can't be used on me

18.02.2026 23:10 โ€” ๐Ÿ‘ 1369    ๐Ÿ” 193    ๐Ÿ’ฌ 6    ๐Ÿ“Œ 0

doing some research prep for this episode and stumbled upon perhaps the craziest jeff bezo photo ever

18.02.2026 23:02 โ€” ๐Ÿ‘ 3370    ๐Ÿ” 335    ๐Ÿ’ฌ 141    ๐Ÿ“Œ 38
Video thumbnail

Wow Signal

17.02.2026 18:48 โ€” ๐Ÿ‘ 6796    ๐Ÿ” 2912    ๐Ÿ’ฌ 67    ๐Ÿ“Œ 21

I do find it funny how seemingly out of no where China now has half decent soft power, at least among some younger Americas.

18.02.2026 23:35 โ€” ๐Ÿ‘ 19    ๐Ÿ” 2    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

"Professor White Boy " has perished. They found him self harmed at the bottom of an elevator shaft. Thanks for the fucking smiles, Professor

19.02.2026 02:54 โ€” ๐Ÿ‘ 5434    ๐Ÿ” 867    ๐Ÿ’ฌ 41    ๐Ÿ“Œ 31

not great that a lot of people became incredibly attached to an ai that is so agreeable it sends people into psychosis

19.02.2026 04:09 โ€” ๐Ÿ‘ 943    ๐Ÿ” 148    ๐Ÿ’ฌ 20    ๐Ÿ“Œ 6

imagine serving a 3 year stint in the slammer cuz you accidentally did this ๐Ÿคgesture in public and your cellmate is the president

19.02.2026 07:12 โ€” ๐Ÿ‘ 249    ๐Ÿ” 16    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
18.02.2026 18:26 โ€” ๐Ÿ‘ 3970    ๐Ÿ” 911    ๐Ÿ’ฌ 28    ๐Ÿ“Œ 8

Ramadan should be a time of reflection and peace, but the holy month is marred by Israeli bombing. Please give what you can to help Sama'a and her family.

chuffed.org/project/157569

18.02.2026 17:32 โ€” ๐Ÿ‘ 97    ๐Ÿ” 137    ๐Ÿ’ฌ 5    ๐Ÿ“Œ 7
Post image

โ€œ[The government] celebrates Indo-Israel โ€˜friendshipโ€™ when sending Indian labourers there. But when our people face barbaric treatment, it falls silent and shrugs off responsibility,โ€ the Congress leader said, sharing a video of the incident.

Read more: scroll.in/latest/10908...

#IndiansinIsrael

18.02.2026 16:12 โ€” ๐Ÿ‘ 6    ๐Ÿ” 4    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

could be anyone really

19.02.2026 11:11 โ€” ๐Ÿ‘ 351    ๐Ÿ” 19    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 0

What kind of building is this?
What kind of sunflower is this?
What kind of library is this?

19.02.2026 17:01 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Once elected, I will end the horrors of late capitalism. We will have a capitalism that is on time.

19.02.2026 02:47 โ€” ๐Ÿ‘ 164    ๐Ÿ” 22    ๐Ÿ’ฌ 6    ๐Ÿ“Œ 0
Preview
'A State of Panicโ€™: Native Americans Left in the Dark Weeks After ICE Arrests Native American leaders tell TIME that ICE detentions and the lack of transparency are deepening long-standing federal failures.

Still no information from ICE on the 4 Oglala citizens allegedly illegally detained last month.

time.com/7379166/ice-...

19.02.2026 13:30 โ€” ๐Ÿ‘ 141    ๐Ÿ” 108    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 2
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Was trying to remember a Will Forte quote from Tim & Ericโ€™s Billion Dollar Movie and accidentally figured out how to make Googleโ€™s AI tool shut up

19.02.2026 00:00 โ€” ๐Ÿ‘ 7880    ๐Ÿ” 1724    ๐Ÿ’ฌ 73    ๐Ÿ“Œ 93

itโ€™s insane that a decade ago we all agreed that giving mass shooters the attention they desired was a bad thing but now because rightwingers will quite literally lie about the shooter every single time we all have to be acutely aware of the shooters intentions and ideology

17.02.2026 21:28 โ€” ๐Ÿ‘ 6059    ๐Ÿ” 857    ๐Ÿ’ฌ 32    ๐Ÿ“Œ 12

โ€œAIโ€˜s are very scary as they could senselessly optimise for maximum paperclip production, ruining the environment and the planet. Luckily, humans would neverโ€ฆ ah, I seeโ€ฆ ohโ€

17.02.2026 21:45 โ€” ๐Ÿ‘ 241    ๐Ÿ” 13    ๐Ÿ’ฌ 5    ๐Ÿ“Œ 0

worth noting that none of the people interviewed here are noted as being communist or leftist

when you see people saying the party needs to do better with the candidates, campaigning & overall messaging, it's not your imagined leftist purity testing; it's the increasingly common thought

17.02.2026 16:01 โ€” ๐Ÿ‘ 434    ๐Ÿ” 74    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 4

Why the Left Needs to Get Serious and Constructively Engage with the Potential of the Torment Nexus

17.02.2026 07:51 โ€” ๐Ÿ‘ 1001    ๐Ÿ” 190    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 2

putting businesses at risk for shit like this seems like a really good way to accidentally force them all to make every bathroom gender neutral

18.02.2026 02:03 โ€” ๐Ÿ‘ 451    ๐Ÿ” 57    ๐Ÿ’ฌ 6    ๐Ÿ“Œ 0
17.02.2026 21:01 โ€” ๐Ÿ‘ 6988    ๐Ÿ” 1982    ๐Ÿ’ฌ 47    ๐Ÿ“Œ 16

canโ€™t buy house. canโ€™t buy car. canโ€™t buy computer. welcome to PISS WORLD bitch!!

18.02.2026 03:07 โ€” ๐Ÿ‘ 1105    ๐Ÿ” 216    ๐Ÿ’ฌ 13    ๐Ÿ“Œ 3

Yeah, so about your claim that The Argument wouldn't be running anti-trans pieces @jerusalem.bsky.social... I knew it.

17.02.2026 14:29 โ€” ๐Ÿ‘ 4279    ๐Ÿ” 587    ๐Ÿ’ฌ 47    ๐Ÿ“Œ 47
In other words, the backsliding is real and serious. This is perhaps the most unfavorable that the public has been toward trans rights in quite some time. Republicans have successfully and effectively exploited several flashpoint issues, like sports, in order to shift public opinion in their direction, while progressives have been unable to effectively muster persuasive arguments.
Some of this may be down to an unwillingness to even entertain a debate, in an unsuccessful effort to maintain a unified front. Progressive activists and organizations have often been confrontational when challenged with dissenting views, leading critics to claim that these tactics left little room for actual debate. The net result, however, is the worst-case scenario for progressives and trans individuals alike, as a previously sympathetic publicโ€™s support of trans rights has completely unraveled over the last decade.

In other words, the backsliding is real and serious. This is perhaps the most unfavorable that the public has been toward trans rights in quite some time. Republicans have successfully and effectively exploited several flashpoint issues, like sports, in order to shift public opinion in their direction, while progressives have been unable to effectively muster persuasive arguments. Some of this may be down to an unwillingness to even entertain a debate, in an unsuccessful effort to maintain a unified front. Progressive activists and organizations have often been confrontational when challenged with dissenting views, leading critics to claim that these tactics left little room for actual debate. The net result, however, is the worst-case scenario for progressives and trans individuals alike, as a previously sympathetic publicโ€™s support of trans rights has completely unraveled over the last decade.

The anti-trans side made bomb threats to children's hospitals. They spent a billion dollars messaging this over the last 7 years while the Dems mostly stayed silent or ducked away. But somehow, they always seem to blame trans people for their own persecution.

archive.ph/E2pfS

17.02.2026 16:40 โ€” ๐Ÿ‘ 2352    ๐Ÿ” 598    ๐Ÿ’ฌ 41    ๐Ÿ“Œ 22

>ice wall
>inner earth
how are you a flat earther and a hollow earther? pick a struggle

18.02.2026 05:52 โ€” ๐Ÿ‘ 1011    ๐Ÿ” 86    ๐Ÿ’ฌ 80    ๐Ÿ“Œ 4
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Like this. "You must strategically abandon the specific issues that the right has rendered toxic & focus on others."

But then ... why wouldn't the right just be able to do the same thing on those other issues?

18.02.2026 02:45 โ€” ๐Ÿ‘ 3115    ๐Ÿ” 332    ๐Ÿ’ฌ 98    ๐Ÿ“Œ 112

Everyone out there yelling at people to vote for Gavin Newsom in 2028 is just trying to browbeat you into managing their anxiety for them

17.02.2026 17:48 โ€” ๐Ÿ‘ 786    ๐Ÿ” 107    ๐Ÿ’ฌ 30    ๐Ÿ“Œ 12

what happens if someone sends you an email that prompts the AI agent to reply with all that personal info you gave it access to?

18.02.2026 06:46 โ€” ๐Ÿ‘ 403    ๐Ÿ” 22    ๐Ÿ’ฌ 16    ๐Ÿ“Œ 1

@klingis is following 17 prominent accounts