Today’s internet recommendation algorithms are basically brain-dead money-counters — they have zero clue about content quality. All they see are likes, reposts, and comments — those “indirect metrics.” Whoever screams the loudest gets pushed the hardest.
Result? Traffic is shitting all over quality.
Take this heart-piercing example: A finance influencer with over 300k followers casually drops a post with zero investment logic, pure emotional venting garbage. Thanks to mindless fan support and algorithmic boosting, the engagement explodes. To real financial professionals, it’s pure “information cancer.” But to the old algorithm, it’s a “high-value asset” because it generates great numbers. This absurd rule doesn’t just poison the content ecosystem — it turns serious creators who stay up late writing long-form analyses and in-depth reviews into invisible ghosts.
X’s Strategic Ambition vs. Tactical Weakness
Musk wants to turn X fully YouTube-style: pour in heavy incentives for creators and build a real creator economy. But tactically? It’s still clinging desperately to the outdated Web 2.0 engagement algorithm. The mismatch between strategy and tactics is a total disaster scene.
X’s DNA is real-time news, instant messaging, and raw emotional output. Yet the current recommendation rules obsessively reward “engagement gimmicks” and cheap emotional value, while going blind to real “decision-making value.”
So short, punchy clickbait and emotional bombs run rampant. Meanwhile, professional creators’ carefully crafted long posts, logically rigorous deep analyses, and value-packed reviews get crushed in speed and data performance. Low-quality content spreads like a virus, and quality creators have almost no chance to fight back in front of the algorithm — this isn’t just unfair, it’s a public execution of intelligence.
(Product detail note: X really needs to catch up hard. YouTube’s Following and For You pages are crystal clear, with seamless short-to-long video integration. X’s “Following” tab is often useless, cluttered with irrelevant replies that leave people confused. X’s real ace is speed and news sense — and long-form content is exactly the killer weapon that can strengthen that ace.)
The Multi-Algorithm Era Is Already Charging Forward
The good news: This bullshit situation won’t last much longer.
In 2026, X has officially launched and is continuously advancing a major algorithm overhaul. Cutting-edge models like Grok are now deeply embedded in the core recommendation system. They can precisely “see through” every piece of content: Is the logic tight? How deep is the expertise? Is it original enough? Does it truly match the user’s profile? This is no longer science fiction — it’s happening right now. Grok is reading every post and watching every video, helping the platform understand the real essence of content instead of just surface-level noise. This is the nuclear button for unleashing long-form killing power.
As a Musk fan, he has opened a window for news freedom. I really want to help him by voicing users’ real thoughts. Looking ahead:
X’s recommendation will completely shift from “single traffic-data orientation” to “multi-dimensional AI intelligent judgment.” The hard-core changes are as follows:
1. Complete Overhaul of the Business Model
Ad revenue will still exist, but service fees (subscriptions, Premium, Blue V, etc.) will gradually become the core lifeline. Users are willing to pay for truly valuable content and services — this is the necessary path for X to become a super app. The free lunch is over. It’s time for high-quality content to stand tall and make money.
2. Full Reconstruction of Algorithm Weights
Introduce “content quality weight,” “credibility endorsement weight,” and “decision conversion weight.” The algorithm will no longer stupidly count likes — it will let Grok truly evaluate: Does this post have logic? Does it have substance? Can it help users make smarter decisions?
By then, a professional financier’s in-depth long-form review could have a single push weight that directly crushes ten thousand mindless likes or reposts. Emotional garbage? Straight back to the corner where it belongs.
3. Intelligent Separation of Long-Form and Short Content
Short content can keep playing its fast-paced traffic game. Long-form and deep content will get an independent AI screening channel, no longer forced to compete with “fast-food emotions” for scraps — they’re not even the same species, so why fight on the same stage? Learn from YouTube in the details: design a dual-homepage structure and revamp the “Following” feed. It’s totally doable.
AI’s New Role: Not a Traffic Secretary, But a Ruthless Smart Editor
AI will become a razor-sharp content editor — performing multi-dimensional, surgical-level brutal evaluation on long-form posts:
- Is the logic rigorous?
- Do the facts hold up?
- Is the professional depth and originality fierce enough?
- Does it precisely hit the target users’ real needs?
- Does it provide decision-making reference value, or just cheap emotional opium?
Only then can the true killing power of long-form content be fully released. Those high-quality pieces that require sinking in to read, think, and digest will no longer be buried alive by the algorithm’s “fast-food preference.”
AI judging content quality isn’t about stealing jobs from human creators — it’s about helping the platform and users chop up the noise together, so truly valuable voices can stab like knives straight into people’s brains.
Conclusion: X Must Upgrade from “Traffic Carnival” to “Value Battlefield”
Relying solely on interaction data to judge content value is completely outdated in the AI era — even laughably outrageous.
If X fully embraces multi-dimensional AI content evaluation, it can not only effectively curb the wild growth of low-quality content, but also significantly boost the platform’s overall quality and users’ real stickiness, ultimately completing the lethal transformation from a “traffic platform” to a “value platform.”
This is not a mild technical upgrade. This is a Musk-style bold leap — and the only correct path for X to survive long-term and even dominate the next generation of information ecosystems.
Strategy is strong. Tactics must catch up.
The future of long-form content depends on whether X has the guts to let AI truly understand content.
Welcome bricks — let’s help Musk together.
