{"id":6928,"date":"2025-01-28T02:35:41","date_gmt":"2025-01-28T02:35:41","guid":{"rendered":"https:\/\/cacheinfosys.com\/?p=6928"},"modified":"2025-01-28T02:45:47","modified_gmt":"2025-01-28T02:45:47","slug":"ai-slop-suspicion-and-writing-back","status":"publish","type":"post","link":"https:\/\/cacheinfosys.com\/it\/ai-slop-suspicion-and-writing-back\/","title":{"rendered":"AI Slop, Suspicion, and Writing Back"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6928\" class=\"elementor elementor-6928\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d3f8dba e-flex e-con-boxed e-con e-parent\" data-id=\"d3f8dba\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-21f6fae e-con-full e-flex e-con e-child\" data-id=\"21f6fae\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-25199da elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-ha-post-title happy-addon ha-post-title\" data-id=\"25199da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ha-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"ha-post-title elementor-size-default\">AI Slop, Suspicion, and Writing Back<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8073c90 e-con-full e-flex e-con e-child\" data-id=\"8073c90\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-85a75a4 custom-post-image elementor-widget elementor-widget-ha-post-featured-image happy-addon ha-post-featured-image\" data-id=\"85a75a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ha-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1820\" height=\"1024\" src=\"https:\/\/cacheinfosys.com\/it\/wp-content\/uploads\/2025\/01\/cover.webp\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/cacheinfosys.com\/it\/wp-content\/uploads\/2025\/01\/cover.webp 1820w, https:\/\/cacheinfosys.com\/it\/wp-content\/uploads\/2025\/01\/cover-300x169.webp 300w, https:\/\/cacheinfosys.com\/it\/wp-content\/uploads\/2025\/01\/cover-1024x576.webp 1024w, https:\/\/cacheinfosys.com\/it\/wp-content\/uploads\/2025\/01\/cover-768x432.webp 768w, https:\/\/cacheinfosys.com\/it\/wp-content\/uploads\/2025\/01\/cover-1536x864.webp 1536w\" sizes=\"(max-width: 1820px) 100vw, 1820px\" \/>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-af642fa e-flex e-con-boxed e-con e-parent\" data-id=\"af642fa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5a80802 e-con-full e-flex e-con e-child\" data-id=\"5a80802\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-127929c e-con-full e-flex e-con e-child\" data-id=\"127929c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-75d0787 elementor-widget elementor-widget-ha-post-info happy-addon ha-post-info\" data-id=\"75d0787\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ha-post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"ha-inline-items ha-icon-list-items ha-post-info\">\n\t\t\t\t\t<li class=\"ha-icon-list-item elementor-repeater-item-953cc05 ha-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ha-icon-list-text ha-post-info__item ha-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\tJanuary 28, 2025\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ea51fb1 e-con-full e-flex e-con e-child\" data-id=\"ea51fb1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5a89b98 blog-text-custom elementor-widget elementor-widget-text-editor\" data-id=\"5a89b98\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The impetus for this post was my recent realization that I\u2019ve developed an involuntary reflex for spotting AI-generated content. The tells are subtle now, but (sadly? tellingly?) this sort of content is seemingly everywhere now once you start looking.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d45b6ff blog-text-custom elementor-widget elementor-widget-heading\" data-id=\"d45b6ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Rise of AI Slop<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0f483b7 blog-text-custom elementor-widget elementor-widget-text-editor\" data-id=\"0f483b7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>One bit of hipster cred I get to claim is that I followed Simon Willison before he became the cool AI blogger.<sup id=\"fnref:1\"><a class=\"footnote-ref\" role=\"doc-noteref\" href=\"https:\/\/benjamincongdon.me\/blog\/2025\/01\/25\/AI-Slop-Suspicion-and-Writing-Back\/?utm_source=tldrwebdev#fn:1\" target=\"_blank\" rel=\"noopener\">1<\/a><\/sup>\u00a0Perhaps one of the most \u201cin the room\u201d feels I\u2019ve had reading his work is to see his neologism of \u201cAI slop\u201d catch on.<sup id=\"fnref:2\"><a class=\"footnote-ref\" role=\"doc-noteref\" href=\"https:\/\/benjamincongdon.me\/blog\/2025\/01\/25\/AI-Slop-Suspicion-and-Writing-Back\/?utm_source=tldrwebdev#fn:2\" target=\"_blank\" rel=\"noopener\">2<\/a><\/sup>\u00a0Slop being defined as the equivalent of \u201cspam\u201d, but for AI-generated content.<\/p><p>To put a finer point on it, I define \u201cslop\u201d as:<\/p><blockquote><p>Content that is mostly-or-completely AI-generated that is passed off as being written by a human, regardless of quality.<\/p><\/blockquote><p>For example, prompting Claude to write a blog post and publishing that verbatim under your name would be \u201cslop\u201d, even if the writing is not bad at face value.<\/p><p>GPT-3 era slop was pretty easy to detect. Early GPT-4 era slop was marginally more convincing, but usually gave itself away after a paragraph or two. Sometime in 2024, I think some critical line was crossed, at least for me, and there are certain classes of slop that take at least\u00a0<em>some<\/em>\u00a0critical thinking to realize is AI-generated. Which isn\u2019t great!<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5badb6d blog-text-custom elementor-widget elementor-widget-heading\" data-id=\"5badb6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Slop in the Wild<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d2a3e7 blog-text-custom elementor-widget elementor-widget-text-editor\" data-id=\"6d2a3e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>I noticed this first on LinkedIn, where I saw some suspiciously robotic posts being made by a previous coworker. Too many emojis, bulleted lists, markdown formatting literals that weren\u2019t picked up in LinkedIn, etc. In retrospect, it\u2019s obvious slop. This is probably par-for-the-course on LinkedIn now, but at the time it felt like a weird violation of the social contract. My respect for this person was reduced by a nontrivial amount.<\/p><p>To be clear, I fault no one for augmenting their writing with LLMs. I do it. A lot now. It\u2019s a great breaker of writers block. But I really do judge those who copy\/paste directly from an LLM into a human-space text arena. Sure, take sentences \u2013 even proto-paragraphs \u2013 if they AI came up with something great. But\u00a0<em>surely<\/em>\u00a0there is something that needs to be changed from what came out of the black box before you feel comfortable attaching your name to it. If you don\u2019t, I think that\u2019s\u00a0<em>slop<\/em>-y.<\/p><p>If you look around now, this sort of stuff is everywhere. There are so many accounts on X that post 20-tweet long threads that are obvious slop. Take an article and break it down into a thread, then dump that into the timeline? Slop. Rando reply bots talking about how some tweet does a great job presenting a multifaceted debate? Slop. Reddit has a ton of this too.<\/p><p>The B2B SasS\u2019 are coming for this space too. From Zvi\u2019s Jan 16 newsletter:<\/p><blockquote><p><a href=\"https:\/\/x.com\/mattparlmer\/status\/1878117171240517857\">Astral, an AI marketing AI agent<\/a>. It will navigate through the standard GUI websites like Reddit and soon TikTok and Instagram, and generate \u2018genuine interactions\u2019 across social websites to promote your startup business,\u00a0<a href=\"https:\/\/t.co\/cGHVHeVHP9\">in closed beta<\/a>.<\/p><\/blockquote><blockquote><blockquote><p>Matt Palmer: At long last, we have created the dead internet from the classic trope \u201cdead internet theory.\u201d<\/p><\/blockquote><blockquote><p><a href=\"https:\/\/x.com\/tracewoodgrains\/status\/1878016461551083809\">Tracing Woods<\/a>: There is such a barrier between business internet and the human internet.<\/p><\/blockquote><blockquote><p>On business internet, you can post \u201cI\u2019ve built a slot machine to degrade the internet for personal gain\u201d and get a bunch of replies saying, \u201cWow, cool! I can\u2019t wait to degrade the internet for personal gain.\u201d<\/p><\/blockquote><\/blockquote><p>Amazing, as they say. Slop slop slop.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa154d3 blog-text-custom elementor-widget elementor-widget-heading\" data-id=\"fa154d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Slop Paranoia<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89ea463 blog-text-custom elementor-widget elementor-widget-text-editor\" data-id=\"89ea463\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>And so in the more recent months, my brain has developed a subroutine that is continuously scanning for sentence structure, word frequency, and formatting that is indicative of LLM-generated content in otherwise natural-sounding prose, leaving me to question the often originality of what I\u2019m reading. It\u2019s rather annoying, honestly. But this is a logical immune response to slop proliferation.<\/p><p>I\u2019ve definitely had false positives on this subconscious slop detector as well. I was recently reading a post that I only later learned was published in 2017, which read as formulaic and flat in a way that\u00a0<em>felt<\/em>\u00a0LLM-generated. False positives aren\u2019t surprising: given that LLM generations hue towards the preference of the \u201cmedian human data annotator\u201d, the revealed preference is writing that looks similar to bland pre-AI content.<\/p><p>Perhaps we\u2019ll soon get better watermarking or detection for AI-generated content. As an uninformed intuition, I think this may be possible with completely unedited text (as the worst slop often is), but wouldn\u2019t do well with slop interspliced with \u201creal\u201d text (which, fine, I\u2019d take that trade).<\/p><p>I think to some extent, we\u2019ll have to live with slop being out there. My hope is that the returns to non-slop content stay high enough to keep human writing valuable and worth pursuing. And given that to keep the \u201cknowledge cutoffs\u201d of base models progressing into the future, we will have to keep feeding more recent writing back into training sets, even if they are slop contaminated. This dynamic actually makes me optimistic about our ability to detect AI-generated content at scale, since there will be an incentive to filter out low quality content from training data.<\/p><p>That does still leave a window open for influencing \/ adding to the training sets of tomorrow.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ff3d4c blog-text-custom elementor-widget elementor-widget-heading\" data-id=\"9ff3d4c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Write for Future AIs, a.k.a. \u201cClaude Knows My Name\u201d<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d00761a blog-text-custom elementor-widget elementor-widget-text-editor\" data-id=\"d00761a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A trend I\u2019ve been seeing in the past month or two is more prolific writers (at least, in the admittedly eclectic circle I follow) come out and advocate for \u201cwriting for the AIs\u201d.<\/p><p><strong><a href=\"https:\/\/gwern.net\/\" target=\"_blank\" rel=\"noopener\">Gwern<\/a><\/strong>, worth quoting in full: (<a href=\"https:\/\/www.dwarkeshpatel.com\/p\/gwern-branwen\" target=\"_blank\" rel=\"noopener\">source<\/a>)<\/p><blockquote><p>By writing, you are voting on the future of the Shoggoth using one of the few currencies it acknowledges: tokens it has to predict. If you aren\u2019t writing, you are abdicating the future or your role in it. If you think it\u2019s enough to just be a good citizen, to vote for your favorite politician, to pick up litter and recycle, the future doesn\u2019t care about you.<\/p><p>There are ways to influence the Shoggoth more, but not many. If you don\u2019t already occupy a handful of key roles or work at a frontier lab, your influence rounds off to 0, far more than ever before. If there are values you have which are not expressed yet in text, if there are things you like or want, if they aren\u2019t reflected online, then to the AI they don\u2019t exist. That is dangerously close to won\u2019t exist.<\/p><p>But yes, you are also creating a sort of immortality for yourself personally. You aren\u2019t just creating a persona, you are creating your future self too. What self are you showing the LLMs, and how will they treat you in the future?<\/p><\/blockquote><p>Tyler Cowen:<\/p><blockquote><p>You\u2019re an idiot if you\u2019re not writing for the AIs. They\u2019re a big part of your audience, and their purchasing power, we\u2019ll see, but over time it will accumulate.<\/p><\/blockquote><p>One of my friends was impressed recently that Claude new my name and basic facts about me, because I\u2019ve written a decent amount online which has undoubtedly been slurped up into a pretraining dataset. While the \u201cAI knows me\u201d party trick feels like a mid-2020s version of Googling one\u2019s self, I think there is value in mildly influencing the weights of the\u00a0shoggoth\u00a0by putting more of your (non-AI-assisted) thoughts out there.<\/p><p>I haven\u2019t done much strategizing for how to write for future AIs, but the simple strategy of write a lot, consistently, with a unique voice seems like a good start. This advice is relatively similar to good \u201cfor human\u201d writing, with marked shift towards distinctiveness: coin terms, deliberately reuse rhetorical devices, and describe arguments in a way that\u2019s sticky enough to stand out in the rest of the latent space of internet text. These patterns compound over years, turning individual quirks into patterns which can be elicited from future LLMs.<\/p><p>As an illustrative example, Patrick McKenzie\u2019s popularized the \u201cDangerous Professional\u201d tone. e.g. The type of tone that a lawyer or otherwise \u201cwell informed\u201d person would write in a complaint to a business, with the type of verbiage that would attract the attention of another lawyer or Serious Business Person. By writing extensively about the notion of a \u201cDangerous Professional\u201d, Patrick evidently created a meme that has been picked up by LLMs and is a shorthand incantation for a certain type of stern, no-BS professional style. This has real utility:<\/p><blockquote><p>I remain extremely pleased that people keep reporting to my inbox that \u201cWrite a letter in the style of patio11\u2019s Dangerous Professional\u201d keeps actually working against real problems with banks, credit card companies, and so on.<\/p><p>It feels like magic.<\/p><p>(<a href=\"https:\/\/thezvi.substack.com\/p\/ai-94-not-now-google\" target=\"_blank\" rel=\"noopener\"><em>Source<\/em><\/a>)<\/p><\/blockquote><p>Writing intentionally memetic content does seem to have leverage, if you have sufficient distribution to spread the meme widely enough to be robustly picked up by future LLMs.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-886863d blog-text-custom elementor-widget elementor-widget-heading\" data-id=\"886863d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Finding a Path Forward<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca351a1 blog-text-custom elementor-widget elementor-widget-text-editor\" data-id=\"ca351a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Undoubtedly, the sloppification of the internet will likely get worse over the next few years. And as such, the returns to curating quality sources of content will only increase. My advice? Use an RSS feed reader, read Twitter lists instead of feeds, and find spaces where real discussion still happens (e.g. LessWrong and Lobsters still both seem slop-free).<\/p>\n<p>Personally, the approach I\u2019ll continue to take with my writing is straightforward: write with a recognizably \u201cme\u201d voice, edit thoroughly \u2013 especially if using AI assistance \u2013 to not compromise on quality, and be honest about AI usage<sup id=\"fnref:3\"><a class=\"footnote-ref\" role=\"doc-noteref\" href=\"https:\/\/benjamincongdon.me\/blog\/2025\/01\/25\/AI-Slop-Suspicion-and-Writing-Back\/?utm_source=tldrwebdev#fn:3\" target=\"_blank\" rel=\"noopener\">3<\/a><\/sup>. Write a lot, too. It might be useful in the future.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>On developing an involuntary reflex for spotting AI slop<\/p>\n","protected":false},"author":1,"featured_media":6930,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1],"tags":[],"class_list":["post-6928","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/cacheinfosys.com\/it\/wp-json\/wp\/v2\/posts\/6928","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cacheinfosys.com\/it\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cacheinfosys.com\/it\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cacheinfosys.com\/it\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cacheinfosys.com\/it\/wp-json\/wp\/v2\/comments?post=6928"}],"version-history":[{"count":0,"href":"https:\/\/cacheinfosys.com\/it\/wp-json\/wp\/v2\/posts\/6928\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cacheinfosys.com\/it\/wp-json\/wp\/v2\/media\/6930"}],"wp:attachment":[{"href":"https:\/\/cacheinfosys.com\/it\/wp-json\/wp\/v2\/media?parent=6928"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cacheinfosys.com\/it\/wp-json\/wp\/v2\/categories?post=6928"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cacheinfosys.com\/it\/wp-json\/wp\/v2\/tags?post=6928"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}