Fact Check: Addictive social media algorithms prioritize outrage over truth.

Fact Check: Addictive social media algorithms prioritize outrage over truth.

Published June 30, 2025
i
VERDICT
Needs Research

# Fact Check: "Addictive social media algorithms prioritize outrage over truth." ## What We Know The claim that "addictive social media algorithms pr...

Fact Check: "Addictive social media algorithms prioritize outrage over truth."

What We Know

The claim that "addictive social media algorithms prioritize outrage over truth" is a widely discussed topic in the context of social media's impact on society. Research indicates that social media platforms often use algorithms designed to maximize user engagement, which can lead to the promotion of sensational or emotionally charged content, including outrage. For instance, a study published in Nature found that false news spreads faster than the truth on social media, suggesting that algorithms may favor content that elicits strong emotional responses, such as anger or fear, over factual accuracy (Vosoughi, Roy, & Aral, 2018).

Moreover, experts argue that the design of these algorithms, which prioritize user engagement metrics like clicks and shares, can inadvertently promote divisive or inflammatory content. According to a report by the Pew Research Center, a significant number of social media users believe that these platforms contribute to the spread of misinformation and divisive content (Pew Research Center, 2020).

Analysis

The assertion that social media algorithms prioritize outrage over truth is supported by various studies and expert opinions. For example, the aforementioned study in Nature provides empirical evidence that sensational content is more likely to be shared, which aligns with the claim. However, it is important to note that while algorithms may favor engagement, this does not necessarily mean that all content shared is devoid of truth. Some users actively seek out factual information, and there are mechanisms in place on many platforms to flag or reduce the visibility of false information.

Critically assessing the sources, the Nature study is a peer-reviewed publication, which lends it a high degree of credibility. In contrast, the Pew Research Center's findings are based on survey data, which, while valuable, can be influenced by respondents' perceptions and biases. Therefore, while the evidence supports the claim to an extent, it is essential to recognize the complexity of the issue. Not all social media content is driven by outrage, and user behavior also plays a significant role in what gets shared and seen.

Conclusion

Needs Research. While there is substantial evidence suggesting that social media algorithms can prioritize sensational and emotionally charged content, the relationship between algorithm design, user engagement, and the spread of misinformation is complex. Further research is necessary to fully understand the nuances of this issue, including the role of user agency and the effectiveness of content moderation strategies.

Sources

  1. Vosoughi, S., Roy, D., & Aral, S. (2018). The spread of true and false news online. Nature. Read more
  2. Pew Research Center. (2020). The Future of Free Speech, Trolls, Anonymity and Fake News Online. Read more

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Fact Check: Autistic Non-Verbal Episodes in Marriage: Why Words Vanish Sometimes and What to Do About It Neurodiverse Couples Tuesday, august 12, 2025. Here’s the scene: You’re in the middle of a conversation with your spouse. Maybe the topic is small (“Did you pay the water bill?”) or monumental (“Are we happy?”). And then—without warning—your autistic partner’s voice disappears. No yelling, no slammed doors. Just… gone. You’re left holding the conversational steering wheel while they’ve quietly climbed into the trunk. If you’ve never lived with high-functioning autism, this can be tragically misconstrued as stonewalling or contempt. It isn’t. It’s just neurology pulling the emergency brake. Why This Happens: The Science Without the Lab Coat Smell For autistic adults, losing speech under stress is often a shutdown—a form of nervous system overload that knocks language production offline. Think of it like your phone freezing: all the apps are still there, but none of them open when you tap. Research calls this autistic burnout when it happens in a longer, chronic cycle—linked to masking (Hull et al., 2017; Raymaker et al., 2020). Masking is the art of “performing normal” so well that non-autistic people think you’re fine. The issue is that it eats through your energy reserves like a car idling in traffic with the A/C on full blast (Mantzalas et al., 2022). Eventually, one hard conversation can tip you from functional to frozen. And here’s where couples therapy meets neuroscience: physiological flooding—the body’s fight/flight/freeze switch—is a known relationship killer (Malik et al., 2019; Gottman Institute, 2024). In other words, for some autistic partners, flooding may tend to show up sooner, last longer, and is more likely to pull the plug on speech entirely. The Danger Loop in Marriage Autistic partner goes non-verbal — brain says “nope.” Non-autistic partner reads it as avoidance — brain says “attack.” Pressure increases — “Just say something.” Shutdown deepens — and now you’ve both lost. Do that a few hundred times and you’ll start conflating a physiological response into a moral failing. That’s the real marriage-killer. The Protocol: Three Phases, Zero Guesswork This is where we get practical. You can’t “love away” a temporary shutdown, but you can stop it from turning into World War III. Before: Build the Net Name the state. Agree on a phrase or signal ( I call this a couple code)—such as “words offline,” “shutdown,” a hand over the heart. The point is to make the invisible visible. The Shutdown Card. A literal card that says: I can’t speak right now. Please lower lights, reduce sound, give me X minutes. I promise I will circle back. The Pause Rule. Require a minimum of 20 minutes before resuming any tough talk. Autistic partner may need 90+. Agree ahead of time. Downgrade Kit. the usual gear; earplugs, soft light, weighted blanket, fidget, a quiet room. You know, human decency in object form. Reduce Daily Load. Avoid heavy talks right after work or big social events. Chronic overload makes a nervous shutdown more probable. During: Do Less, Better Autistic Partner: Give the signal. Exit stimulation. Switch channels if possible (text, notes app, yes/no cards). Send a short pre-written message: “Safe, can’t talk, back at 8:15.” Non-Autistic Partner: Acknowledge once—“Got it, I’m with you.” Hold the pause boundary. Lower stimuli. Go regulate your own nervous system—walk, journal, pet the dog. Don’t rehearse comebacks. Both: Avoid sarcasm, interrogation, ultimatums. Nothing lengthens a shutdown like moral outrage. After: Close the Loop Check in: “Are you ready to talk, or should we start in text?” Debrief: Identify triggers and what helped. Solve the actual problem. No conflict gets left to rot in the corner. Spot burnout early. If shutdowns start clustering, it’s time to reduce demands, not double them. How This Isn’t Stonewalling Stonewalling is a choice. Shutdown is a lockout. Stonewalling says, “I won’t talk to you.” Shutdown says, “I can’t talk to you yet, but I will.” The key difference? Repair intention. A shutdown protocol builds that right into the process. The Ten-Minute At-Home Drill Co-create your signal and card. Agree on a pause window. Pack the downgrade kit. Rehearse the exchange (“Got it, I’m with you.”). Check in weekly to tweak the system. Remember, you’re not aiming for zero shutdowns. You’re aiming for shorter, kinder, safer ones. Why This Works Because it matches lived autistic experience (Raymaker et al., 2020; Lewis et al., 2023). Because it honors nervous system limits instead of punishing them (Malik et al., 2019). Because it lets both partners keep their dignity and still solve the problem. In other words: you’re building a marriage that can survive the occasional moments when the words are gone for the time being. Be Well, Stay Kind, and Godspeed. REFERENCES: Hull, L., Mandy, W., Lai, M.-C., Baron-Cohen, S., Allison, C., Smith, P., & Petrides, K. V. (2017). “Putting on my best normal”: Social camouflaging in adults with autism spectrum conditions. Autism, 21(5), 611–622. https://doi.org/10.1177/1362361316671012 Raymaker, D. M., Teo, A. R., Steckler, N. A., Lentz, B., Scharer, M., Delos Santos, A., … & Nicolaidis, C. (2020). “Having all of your internal resources exhausted beyond measure and being left with no clean-up crew”: Defining autistic burnout. Autism in Adulthood, 2(2), 132–143. https://doi.org/10.1089/aut.2019.0079 Mantzalas, J., Richdale, A. L., Adikari, A., Lowe, J., & Dissanayake, C. (2022). What Is Autistic Burnout? A thematic analysis of posts on two online platforms. Autism in Adulthood, 4(1), 52–65. https://doi.org/10.1089/aut.2021.0079 Lewis, L. F., et al. (2023). The lived experience of meltdowns for autistic adults. Autism, 27(7), 1787–1799. https://doi.org/10.1177/13623613221145783 Malik, J., et al. (2019). Emotional flooding in response to negative affect in romantic relationships. Journal of Couple & Relationship Therapy, 18(4), 327–349. https://doi.org/10.1080/15332691.2019.1641188 Gottman Institute. (2024, March 4). Making sure emotional flooding doesn’t capsize your relationship. Retrieved from https://www.gottman.com/blog/making-sure-emotional-flooding-doesnt-capsize-your-relationship/

Detailed fact-check analysis of: Autistic Non-Verbal Episodes in Marriage: Why Words Vanish Sometimes and What to Do About It Neurodiverse Couples Tuesday, august 12, 2025. Here’s the scene: You’re in the middle of a conversation with your spouse. Maybe the topic is small (“Did you pay the water bill?”) or monumental (“Are we happy?”). And then—without warning—your autistic partner’s voice disappears. No yelling, no slammed doors. Just… gone. You’re left holding the conversational steering wheel while they’ve quietly climbed into the trunk. If you’ve never lived with high-functioning autism, this can be tragically misconstrued as stonewalling or contempt. It isn’t. It’s just neurology pulling the emergency brake. Why This Happens: The Science Without the Lab Coat Smell For autistic adults, losing speech under stress is often a shutdown—a form of nervous system overload that knocks language production offline. Think of it like your phone freezing: all the apps are still there, but none of them open when you tap. Research calls this autistic burnout when it happens in a longer, chronic cycle—linked to masking (Hull et al., 2017; Raymaker et al., 2020). Masking is the art of “performing normal” so well that non-autistic people think you’re fine. The issue is that it eats through your energy reserves like a car idling in traffic with the A/C on full blast (Mantzalas et al., 2022). Eventually, one hard conversation can tip you from functional to frozen. And here’s where couples therapy meets neuroscience: physiological flooding—the body’s fight/flight/freeze switch—is a known relationship killer (Malik et al., 2019; Gottman Institute, 2024). In other words, for some autistic partners, flooding may tend to show up sooner, last longer, and is more likely to pull the plug on speech entirely. The Danger Loop in Marriage Autistic partner goes non-verbal — brain says “nope.” Non-autistic partner reads it as avoidance — brain says “attack.” Pressure increases — “Just say something.” Shutdown deepens — and now you’ve both lost. Do that a few hundred times and you’ll start conflating a physiological response into a moral failing. That’s the real marriage-killer. The Protocol: Three Phases, Zero Guesswork This is where we get practical. You can’t “love away” a temporary shutdown, but you can stop it from turning into World War III. Before: Build the Net Name the state. Agree on a phrase or signal ( I call this a couple code)—such as “words offline,” “shutdown,” a hand over the heart. The point is to make the invisible visible. The Shutdown Card. A literal card that says: I can’t speak right now. Please lower lights, reduce sound, give me X minutes. I promise I will circle back. The Pause Rule. Require a minimum of 20 minutes before resuming any tough talk. Autistic partner may need 90+. Agree ahead of time. Downgrade Kit. the usual gear; earplugs, soft light, weighted blanket, fidget, a quiet room. You know, human decency in object form. Reduce Daily Load. Avoid heavy talks right after work or big social events. Chronic overload makes a nervous shutdown more probable. During: Do Less, Better Autistic Partner: Give the signal. Exit stimulation. Switch channels if possible (text, notes app, yes/no cards). Send a short pre-written message: “Safe, can’t talk, back at 8:15.” Non-Autistic Partner: Acknowledge once—“Got it, I’m with you.” Hold the pause boundary. Lower stimuli. Go regulate your own nervous system—walk, journal, pet the dog. Don’t rehearse comebacks. Both: Avoid sarcasm, interrogation, ultimatums. Nothing lengthens a shutdown like moral outrage. After: Close the Loop Check in: “Are you ready to talk, or should we start in text?” Debrief: Identify triggers and what helped. Solve the actual problem. No conflict gets left to rot in the corner. Spot burnout early. If shutdowns start clustering, it’s time to reduce demands, not double them. How This Isn’t Stonewalling Stonewalling is a choice. Shutdown is a lockout. Stonewalling says, “I won’t talk to you.” Shutdown says, “I can’t talk to you yet, but I will.” The key difference? Repair intention. A shutdown protocol builds that right into the process. The Ten-Minute At-Home Drill Co-create your signal and card. Agree on a pause window. Pack the downgrade kit. Rehearse the exchange (“Got it, I’m with you.”). Check in weekly to tweak the system. Remember, you’re not aiming for zero shutdowns. You’re aiming for shorter, kinder, safer ones. Why This Works Because it matches lived autistic experience (Raymaker et al., 2020; Lewis et al., 2023). Because it honors nervous system limits instead of punishing them (Malik et al., 2019). Because it lets both partners keep their dignity and still solve the problem. In other words: you’re building a marriage that can survive the occasional moments when the words are gone for the time being. Be Well, Stay Kind, and Godspeed. REFERENCES: Hull, L., Mandy, W., Lai, M.-C., Baron-Cohen, S., Allison, C., Smith, P., & Petrides, K. V. (2017). “Putting on my best normal”: Social camouflaging in adults with autism spectrum conditions. Autism, 21(5), 611–622. https://doi.org/10.1177/1362361316671012 Raymaker, D. M., Teo, A. R., Steckler, N. A., Lentz, B., Scharer, M., Delos Santos, A., … & Nicolaidis, C. (2020). “Having all of your internal resources exhausted beyond measure and being left with no clean-up crew”: Defining autistic burnout. Autism in Adulthood, 2(2), 132–143. https://doi.org/10.1089/aut.2019.0079 Mantzalas, J., Richdale, A. L., Adikari, A., Lowe, J., & Dissanayake, C. (2022). What Is Autistic Burnout? A thematic analysis of posts on two online platforms. Autism in Adulthood, 4(1), 52–65. https://doi.org/10.1089/aut.2021.0079 Lewis, L. F., et al. (2023). The lived experience of meltdowns for autistic adults. Autism, 27(7), 1787–1799. https://doi.org/10.1177/13623613221145783 Malik, J., et al. (2019). Emotional flooding in response to negative affect in romantic relationships. Journal of Couple & Relationship Therapy, 18(4), 327–349. https://doi.org/10.1080/15332691.2019.1641188 Gottman Institute. (2024, March 4). Making sure emotional flooding doesn’t capsize your relationship. Retrieved from https://www.gottman.com/blog/making-sure-emotional-flooding-doesnt-capsize-your-relationship/

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Fact Check:  drug widely used to treat nerve pain has been linked with dementia and cognitive impairment.
A new study analyzing over 26,000 patient records has found a significant link between long-term gabapentin use and increased risk of both dementia and mild cognitive impairment (MCI). 
Patients with six or more prescriptions were 29% more likely to be diagnosed with dementia and 85% more likely to develop MCI within a decade. 
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Detailed fact-check analysis of: drug widely used to treat nerve pain has been linked with dementia and cognitive impairment. A new study analyzing over 26,000 patient records has found a significant link between long-term gabapentin use and increased risk of both dementia and mild cognitive impairment (MCI). Patients with six or more prescriptions were 29% more likely to be diagnosed with dementia and 85% more likely to develop MCI within a decade. The risk was even greater among adults aged 35 to 49, prompting researchers to urge physicians to monitor cognitive health in patients using the drug long-term. Gabapentin has grown in popularity as a less addictive alternative to opioids. However, its mechanism—dampening communication between neurons—may also disrupt critical brain connections, potentially contributing to cognitive decline. While past research has been inconclusive, this new study’s large sample size offers more weight to the growing concerns. Researchers stress the importance of further investigation to determine whether gabapentin plays a causal role in dementia development or simply correlates with other risk factors in chronic pain patients. Source: Regional Anesthesia & Pain Medicine (2025).

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Fact Check:  drug widely used to treat nerve pain has been linked with dementia and cognitive impairment.
A new study analyzing over 26,000 patient records has found a significant link between long-term gabapentin use and increased risk of both dementia and mild cognitive impairment (MCI). 
Patients with six or more prescriptions were 29% more likely to be diagnosed with dementia and 85% more likely to develop MCI within a decade. 
The risk was even greater among adults aged 35 to 49, prompting researchers to urge physicians to monitor cognitive health in patients using the drug long-term.
Gabapentin has grown in popularity as a less addictive alternative to opioids. However, its mechanism—dampening communication between neurons—may also disrupt critical brain connections, potentially contributing to cognitive decline. 
While past research has been inconclusive, this new study’s large sample size offers more weight to the growing concerns. Researchers stress the importance of further investigation to determine whether gabapentin plays a causal role in dementia development or simply correlates with other risk factors in chronic pain patients.
Source: Regional Anesthesia & Pain Medicine (2025).
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Fact Check: drug widely used to treat nerve pain has been linked with dementia and cognitive impairment. A new study analyzing over 26,000 patient records has found a significant link between long-term gabapentin use and increased risk of both dementia and mild cognitive impairment (MCI). Patients with six or more prescriptions were 29% more likely to be diagnosed with dementia and 85% more likely to develop MCI within a decade. The risk was even greater among adults aged 35 to 49, prompting researchers to urge physicians to monitor cognitive health in patients using the drug long-term. Gabapentin has grown in popularity as a less addictive alternative to opioids. However, its mechanism—dampening communication between neurons—may also disrupt critical brain connections, potentially contributing to cognitive decline. While past research has been inconclusive, this new study’s large sample size offers more weight to the growing concerns. Researchers stress the importance of further investigation to determine whether gabapentin plays a causal role in dementia development or simply correlates with other risk factors in chronic pain patients. Source: Regional Anesthesia & Pain Medicine (2025).

Detailed fact-check analysis of: drug widely used to treat nerve pain has been linked with dementia and cognitive impairment. A new study analyzing over 26,000 patient records has found a significant link between long-term gabapentin use and increased risk of both dementia and mild cognitive impairment (MCI). Patients with six or more prescriptions were 29% more likely to be diagnosed with dementia and 85% more likely to develop MCI within a decade. The risk was even greater among adults aged 35 to 49, prompting researchers to urge physicians to monitor cognitive health in patients using the drug long-term. Gabapentin has grown in popularity as a less addictive alternative to opioids. However, its mechanism—dampening communication between neurons—may also disrupt critical brain connections, potentially contributing to cognitive decline. While past research has been inconclusive, this new study’s large sample size offers more weight to the growing concerns. Researchers stress the importance of further investigation to determine whether gabapentin plays a causal role in dementia development or simply correlates with other risk factors in chronic pain patients. Source: Regional Anesthesia & Pain Medicine (2025).

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