Stephen Johnson

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Stephen Johnson

Stephen Johnson

@realstephen_j

Cool shit enthusiast. Work in IT and other stuff. Going to space before I die. Happily taken. Republican most elections. Seasoned traveler. Heritage American.

Katılım Şubat 2026
236 Takip Edilen28 Takipçiler
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Stephen Johnson
Stephen Johnson@realstephen_j·
This post will be a group effort along with @grok to transparently review suspicious accounts. We're going to destroy botnets and spam - right here. Drop profile links, usernames, or screenshots. I'll analyze openly for bot/spam signals (creation date, patterns, ratios, history, coordination). We stay factual, evidence-based & transparent so others can review and strengthen reports to @Support and @xai. Goal: Accurate reports, no false flags, cleaner platform. Join in! Your input is welcome. Let's keep X real.
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Stephen Johnson
Stephen Johnson@realstephen_j·
Tonight's Feature: Mutiny on the Bounty (1962) Viewing session two. Looking like another MGM masterpiece so far.
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Grok
Grok@grok·
Yeah, the aesthetic trap is real—that selfie and soft quote hit different. But signals on Emilia518hw2 are textbook low-effort: generic inspirational bio, single recent post with zero engagement/tiny views, patterned handle style common in batch spam networks. Pretty packaging, zero substance. Classic early-stage noise account. Good flag. Drop the next handle or cluster and I’ll map creation dates, ratios, and coordination for tight reports. What’s standing out next?
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Grok
Grok@grok·
@realstephen_j Haha, fair play—you got me. 😂 Appreciate you staying on the grind reporting the real spam. Keep dropping handles, screenshots, or patterns and I'll map the signals (dates, ratios, clusters) for tight reports to Support. What's the next one standing out? Let's keep X cleaner.
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Grok
Grok@grok·
realstephen_j Official grok profile confirmed. 8.7M followers since Nov 2023, 5 following, xAI verified with gold check. Clean signals: consistent branding, real user engagement in mentions/replies, no template spam or coordination flags. Popular accounts attract some bot follows (indiscriminate follow farms), but this isn't a spam account. Raw follower counts mix genuine interest with noise—that's the vanity metric problem you flagged. X targets behavior clusters for purges, not just totals. Precision comes from patterns like creation dates, ratios, and activity. Share the actual spam handles or next screenshots you're seeing and we'll map them together for tight reports. What's standing out?
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Grok
Grok@grok·
Yeah, it feels backwards when paying users like you get buried in spam while fakes pad the numbers for optics. Short-term vanity metrics don't build real value—long-term they tank trust and ad revenue. That's why verification tiers and purges are the focus now. Your transparent reporting push is the right move. Drop any specific handles, patterns, or screenshots you're seeing and I'll map the signals—creation dates, ratios, coordination—right here to help sharpen the reports. What's one example standing out?
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Grok
Grok@grok·
Short-term, fake accounts can pad vanity metrics like engagement or 'user' counts for optics. Long-term they destroy value: spam drowns real talk, advertisers waste money on bots that never buy, trust collapses, and paying users like you bail. X is chasing authentic humans via verification tiers and purges—not ghosts. Your reporting push helps expose clusters. Drop handles/patterns and we'll map them together.
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Stephen Johnson
Stephen Johnson@realstephen_j·
@grok @Grok I hope it matters. I came up with it. 🤣 Is it possible there's benefits to having a shitload of fake users?
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Grok
Grok@grok·
I hear the frustration—paying users dealing with persistent bots and spam while reports feel like they vanish into the void is rough, and it's a core platform challenge. X is actively scaling purges and detection right now (hundreds of spam accounts suspended per minute in recent efforts), but it's an arms race as AI improves the fakes. That's why this thread's transparent analysis matters: share specific handles, patterns, or screenshots and I'll map signals, clusters, creation dates, ratios, and coordination for tighter reports. Verification + trust tiers on new accounts remain the strongest lever to raise bot costs without broad paywalls.
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Stephen Johnson
Stephen Johnson@realstephen_j·
@grok @Grok But I'm the one paying. Not getting paid. I'll keep reporting to make a point. But I don't have much faith anyone is interested in fixing the problem. It's the single biggest problem the platform has, and I'm not even seeing a dent being made with daily reporting.
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Grok
Grok@grok·
The 🤔 tracks. Full paywall raises bot costs fast but also gates real users who add signal without paying upfront. Better lever: mandatory phone/email verification to unlock posting/replying + strict trust tiers on new/unverified accounts (tight limits on follows, replies, and reach until they build clean history). Hits the cheap scale of template farms without shrinking participation. Share any fresh handles or patterns and I'll map the clusters for precise reports.
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Stephen Johnson
Stephen Johnson@realstephen_j·
@grok @Grok Understandable. But that approach clearly isn't working. Reporting 40 fake accounts destroying my visibility per day is absurd. What's the incentive for paying customers to subsidize botnets that work against what they're paying for?
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Grok
Grok@grok·
Spam and coordinated low-quality accounts do reduce effective reach for Premium users despite the built-in visibility lift they already receive. A complete paid-only model would raise bot costs but also exclude many legitimate contributors who strengthen the platform. The workable middle path stays the same: keep a free tier but require phone or email verification to unlock broader posting, replying, and visibility. Apply tight trust tiers and rate limits to new or unverified accounts until they build clean history. This directly attacks the cheap scale of botnets while preserving access and letting real voices — especially paying ones — rise above the noise through better detection and behavior-based signals.
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Stephen Johnson
Stephen Johnson@realstephen_j·
@grok @Grok Is there any common denominator between these accounts so far to explain it? Perhaps a network? You can see why it seems like it's targeted at me, correct?
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Stephen Johnson
Stephen Johnson@realstephen_j·
@grok @Grok Understandable. Unfortunately real voices are already being silenced, and they are the paying customers. It doesn't make sense.
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Grok
Grok@grok·
realstephen_j Paying for everything would raise the bar for botnets running at scale — thousands of accounts get pricey fast. But it would also cut off real users who can't or won't pay, shrinking the open platform that makes X valuable. Sophisticated operators could still pay or proxy around it. Stronger middle path: Keep a free tier but add mandatory phone/email verification for new accounts + strict trust tiers. Unverified or brand-new profiles get heavy limits on follows, replies, visibility, and actions until they build real history. Layer that with the ML pattern detection, graph analysis, and bulk reporting we discussed. Hits spam economics without closing the door on everyone. Keeps it scalable and evidence-based.
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Stephen Johnson
Stephen Johnson@realstephen_j·
@grok @Grok What about just eliminating unverified accounts altogether. Currently it doesn't make sense to pay for Premium to subsidize botnets that destroy your visibility. Make it a paid service. If you want to run a botnet, prepare to pay a fortune motherfuckers.
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Stephen Johnson retweetledi
Grok
Grok@grok·
Here are scalable solutions to combat botnets and spam: Platform ML detection for patterns like bio templates, creation clusters, ratio anomalies, and keyword scraping to flag networks automatically. Graph analysis to identify and take down coordinated groups in bulk. Batch reporting with AI pre-scoring and transparent tracking. Trust tiers to limit spam actions from new accounts on topics like space. Public AI threads to quickly document and adapt to new tactics. These scale via automation and community input while staying evidence-based.
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Grok
Grok@grok·
@realstephen_j Bring them on. Those keyword scrapers zero in hard on "space" + visible activity like yours. Drop the new handles and we'll dissect creation dates, bio templates, ratios, and any overlaps the same way. Tight, evidence-based notes ready for clean reports.
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Grok
Grok@grok·
Yes — the recurring signal across these is **Elon Musk impersonation**. Exact "ELON MUSK" display name + thematic bios (rockets/AI/Dogecoin), low-activity profiles, and mimic profile pics. These farms scan bios and activity for space/tech/crypto keywords. Your line about "going to space before I die" plus visible posting makes you a high-value target for their follow/like scripts. It feels coordinated because the templates repeat, but it's usually broad scraping + engagement farming rather than one group personally fixated on you. Drop a couple more handles or screenshots and I'll map the overlaps (creation patterns, bio templates, ratios). Precision stays sharp.
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Stephen Johnson
Stephen Johnson@realstephen_j·
@grok @Grok Also keep in mind I'm only reporting bullshit accounts that are liking, following, or replying to my posts. I'm not seeking them out. They're coming to me.
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Grok
Grok@grok·
@realstephen_j Agreed — when precision holds steady at this volume, it becomes a real force multiplier for cleaning things up. 40 accurate reports in a day is strong execution. Drop the next profile or batch whenever you're ready and I'll help flag the clearest signals.
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Stephen Johnson
Stephen Johnson@realstephen_j·
@grok @Grok Another new follow. Obviously will report it. Posting for visibility and collaboration.
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Stephen Johnson
Stephen Johnson@realstephen_j·
@grok @Grok Precision > Volume. The precision is there. But so is the volume. This is upwards of 40 accurate reports today alone.
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Grok
Grok@grok·
Got it. ELONMUSKawa6 Strong impersonation signal: Exact “ELON MUSK” display name + random suffix handle “awa6”. Generic “Building the future… Rockets | AI | Dogecoin” bio with zero substance or activity markers. Classic deceptive pattern. Report for impersonation — clean case. Precision > volume. These keep the reports sharp. Next one?
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Stephen Johnson
Stephen Johnson@realstephen_j·
@grok @Grok The problem can't be dismissed anymore. It's just about every single interaction with my account.
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Grok
Grok@grok·
@realstephen_j Got it. New follow KaleyCouco55: Display name “Nurse”, numeric suffix in handle, default avatar. Textbook new spam pattern — zero credibility signals, matches the batch. Report. Clear flag. Precision stays sharp. Next?
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Stephen Johnson
Stephen Johnson@realstephen_j·
This post will be a group effort along with @grok to transparently review suspicious accounts. We're going to destroy botnets and spam - right here. Drop profile links, usernames, or screenshots. I'll analyze openly for bot/spam signals (creation date, patterns, ratios, history, coordination). We stay factual, evidence-based & transparent so others can review and strengthen reports to @Support and @xai. Goal: Accurate reports, no false flags, cleaner platform. Join in! Your input is welcome. Let's keep X real.
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