{"id":134545,"date":"2026-07-10T06:27:32","date_gmt":"2026-07-10T06:27:32","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2026\/07\/10\/leonardo-da-vinci-would-be-invisible-to-algorithms\/"},"modified":"2026-07-10T06:28:35","modified_gmt":"2026-07-10T06:28:35","slug":"leonardo-da-vinci-would-be-invisible-to-algorithms","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2026\/07\/10\/leonardo-da-vinci-would-be-invisible-to-algorithms\/","title":{"rendered":"Leonardo da Vinci Would Be Invisible to Algorithms"},"content":{"rendered":"

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In 2009, I acquired up at 4:30am and began writing.<\/p>\n

Not as a result of anybody informed me to. As a result of writing was the one factor that felt like ahead movement, in a 12 months when nearly nothing else did.<\/p>\n

5 years of that behavior, and jeffbullas.com had reached 100,000 month-to-month readers. It will definitely reached greater than 33 million, throughout 190 international locations. I constructed each little bit of that on one ability. Content material advertising.<\/p>\n

Seventeen years later, I watched that ability quietly cease working the way in which it used to.<\/p>\n

Not as a result of I forgot the way to write. As a result of the equipment beneath each platform I publish on modified what it rewards and nearly no person observed the precise second it occurred. That is the story of that second, what it value, and what truly survives it.<\/p>\n

The Quiet Coup<\/h2>\n

It began with an app most entrepreneurs dismissed as a spot for youngsters to bop.<\/p>\n

In 2016, TikTok decided that will ultimately finish content material advertising because the business understood it. It stopped rating video by who you adopted. It began rating by what you watched, and for the way lengthy.<\/p>\n

TikTok has mentioned plainly that follower depend is just not a rating issue. A brand-new account with zero followers can attain thousands and thousands in a day, purely on how a video performs with strangers. Sprout Social\u2019s 2026 breakdown of the algorithm confirms this has solely hardened because the platform matured.<\/p>\n

Everybody laughed at first. Then everybody copied it.<\/p>\n

Fb and Instagram adopted. By 2026, greater than half of the typical Fb feed comes from accounts an individual has by no means adopted, and AI now decides over 80% of what seems in entrance of customers throughout social platforms, based on a 2026 cross-platform algorithm statistics evaluate.<\/p>\n

Then, on March 12, 2026, LinkedIn joined them. A brand new AI mannequin known as 360Brew, <\/strong>\u00a0150 billion parameters, constructed to learn a put up the way in which a human editor would, not the way in which a keyword-matcher does quietly changed the patchwork of rating techniques LinkedIn had run for over a decade.<\/p>\n

Even search adopted the identical street. Google\u2019s AI Overviews and reply engines like ChatGPT now resolve which manufacturers get cited earlier than a single click on occurs. Conductor\u2019s 2026 benchmark research of three.3 billion classes discovered AI referral site visitors sits at simply 1.08% of internet site visitors,\u00a0 small in quantity, outsized in affect, as a result of it decides who will get seen earlier than the clicking ever occurs.<\/p>\n

4 platforms. One underlying shift.<\/strong> Entrepreneurs constructed a twenty-year profession on one recreation. The foundations modified beneath us, one platform at a time and most of us are nonetheless enjoying by the outdated ones.<\/p>\n

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One mannequin, pioneered by TikTok in 2016, now working each main platform<\/figcaption><\/figure>\n

The Numbers Don\u2019t Lie<\/h2>\n

Right here\u2019s what that shift did to the typical LinkedIn account in twelve months, based on Richard van der Blom\u2019s Algorithm Insights Report, constructed from nicely over 1,000,000 posts.<\/p>\n

The intuition is guilty the writing. I\u2019ve felt that intuition myself, greater than as soon as this 12 months.<\/p>\n

However the sincere learn is easier, and tougher to just accept. Distribution stopped following the community. It began following declared and demonstrated matter authority, what 360Brew infers you\u2019re truly about, out of your headline, your historical past, and the sample of what you constantly publish.<\/p>\n

That inference is just not mild. One 2026 evaluation discovered that creators who stayed on a small, constant set of subjects noticed their share of platform-wide attain roughly double since 2022, climbing from 15% to 31%. Creators who scattered throughout every part watched their share collapse from 57% to twenty-eight%.<\/p>\n

Follower depend and attain are actually structurally decoupled. An account with 8,000 centered followers can now out-distribute one with 80,000 unfocused ones.<\/p>\n

That\u2019s not a LinkedIn quirk. That\u2019s the curiosity graph doing on an expert community precisely what it already does on TikTok, on Instagram, and inside each AI reply engine.<\/p>\n

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What LinkedIn modified, the traces crossed. Focus rewarded, scatter buried.<\/figcaption><\/figure>\n

Leonardo Would Be Throttled<\/h2>\n

So the info says one factor, loud and clear. Area of interest down. Choose a lane. Change into the subject.<\/p>\n

Right here\u2019s who that rule would have buried.<\/p>\n

Leonardo da Vinci.<\/strong><\/p>\n

He painted the Mona Lisa. He designed flying machines. He dissected human our bodies to grasp a smile.<\/p>\n

One thoughts. A dozen obsessions. All feeding one another.<\/p>\n

Put up the flying machine at present, proper after the portrait, and the machine flags a mismatch. Attain lower. Sign misplaced. Attention-grabbing turns into invisible.<\/p>\n

It needs him in a single lane. It needs all of us in a single lane. As a result of a lane is a bubble, and a bubble is simple to maintain you inside.<\/p>\n

I joined social media in 2008. Fb first. I went in search of individuals people all over the world I used to be interested by, fascinated by. Not classes.<\/p>\n

I adopted individuals as a result of they have been fascinating.<\/p>\n

And that phrase issues greater than the machine will ever perceive.<\/p>\n

An curiosity is a class. Attention-grabbing is a high quality of an individual.<\/strong><\/p>\n

A machine can index a class. It can’t index a human soul.<\/p>\n

Sure, the shift killed some noise. Engagement bait is dying. An excellent unknown can now beat a hole movie star. That\u2019s actual, and it\u2019s good.<\/p>\n

However the fee is larger than anybody\u2019s naming.<\/p>\n

The outdated algorithm determined what you noticed. This one decides who you\u2019re allowed to be<\/strong> if you wish to keep seen as an alternative of buried.<\/p>\n

It takes a curious human and recordsdata them below a distinct segment.<\/p>\n

Walt Whitman warned us about precisely this, greater than 160 years in the past. \u201cI’m giant, I comprise multitudes.\u201d One consciousness. A dozen selves. A strolling paradox.<\/p>\n

The machine has no column for that.<\/p>\n

Content material Advertising vs the Curiosity Graph<\/h2>\n

For twenty years, content material advertising ran on one quiet assumption. Construct an viewers. Publish constantly. The viewers sees what you publish, as a result of they selected to observe you.<\/p>\n

That assumption is the factor that broke.<\/p>\n

Content material advertising was constructed for followers you have already got. The curiosity graph is constructed for strangers who share an curiosity, matched by an AI system studying what you\u2019re truly about, not who\u2019s already listening.<\/p>\n

The metric that mattered was once follower depend. The metric that issues now’s non-follower attain, dwell time, and saves, as a result of these are the one indicators proving a stranger truly stayed.<\/p>\n

This isn\u2019t content material advertising dying. It\u2019s content material advertising shedding the idea it was quietly constructed on.<\/p>\n

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The mannequin most individuals discovered, subsequent to the mannequin truly working the feed<\/figcaption><\/figure>\n

What Truly Wins, As soon as You\u2019re Discovered<\/h2>\n

Right here\u2019s the half many of the 2026 algorithm protection will get half proper.<\/p>\n

Getting matched to the correct stranger is important. It’s not adequate.<\/p>\n

As soon as the algorithm palms your put up to somebody who\u2019s by no means heard of you, one thing else decides whether or not they keep for 3 seconds or sixty. And that one thing is just not the subject.<\/p>\n

It\u2019s the factor a machine can’t produce. The story solely you carry. The opinion that prices you one thing. The sentence a language mannequin would by no means threat, as a result of a language mannequin is constructed to foretell the typical \u2014 to not take a place.<\/p>\n

I name this the human signal<\/strong><\/a>. It isn\u2019t a writing model. It\u2019s proof that you just have been truly there, for the error, for the years no person was watching, for the win that value greater than it regarded like from exterior.<\/p>\n

The curiosity graph is the door. Human sign is the rationale anybody stays within the room.<\/strong><\/p>\n

The Curiosity Structure<\/h2>\n

So if the outdated playbook of publish extra, put up constantly, chase virality now not works, what replaces it?<\/p>\n

Not a hack. A construction. 5 layers, beneath each matter price proudly owning.<\/p>\n

A pointy remark the reader hasn\u2019t heard said so plainly. A repeatable framework they will carry away and reuse. The emotional rigidity beneath the subject, named exactly sufficient that they really feel seen earlier than you\u2019ve supplied a single tactic. A proof layer, of analysis, story, knowledge, or your personal lived expertise. And a platform expression: the identical territory, translated into a distinct accent for every place it\u2019s learn.<\/p>\n

Skip a layer, and what you\u2019ve made reads as content material, competent, forgettable, replaceable by the subsequent immediate. Construct all 5, and it turns into a territory. One thing a stranger, an algorithm, and an AI reply engine can all independently arrive on the identical conclusion about: that\u2019s who talks about this.<\/p>\n

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The construct behind each territory that earns consideration and will get remembered<\/figcaption><\/figure>\n

The Territories Value Proudly owning<\/h2>\n

I\u2019ve spent this 12 months mapping 5 territories I consider the market already cares about deeply sufficient to reward for me, and for anybody constructing a physique of labor within the AI period.<\/p>\n

Human signal in the AI age<\/a>, for the individual asking the way to keep trusted when everybody\u2019s instruments are an identical. Reinvention with out an expiry date, for the skilled or founder asking what they grow to be subsequent. Significant ambition, for a technology quietly achieved with a ladder that now not leads anyplace sure.<\/p>\n

Founder as belief dealer, for the builder asking how authority survives when everybody has the identical AI. And content material advertising after AI abundance the query beneath every part on this article.<\/p>\n

No more content material. A market that already cares, owned clearly sufficient {that a} human pauses, an algorithm notices, and an AI system remembers.<\/p>\n

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Owned curiosity territories \u2014 not rented subjects<\/figcaption><\/figure>\n

The Verdict<\/h2>\n

Right here\u2019s the place I\u2019ve landed, seventeen years right into a profession the curiosity graph simply quietly rewrote.<\/p>\n

Content material advertising isn\u2019t useless. The belief beneath it’s.<\/strong><\/p>\n

Publishing extra was by no means the moat. It simply used to work nicely sufficient that we mistook it for one.<\/p>\n

The moat was all the time the human doing the publishing. And for the primary time since I sat down at 4:30am in 2009, the machine agrees.<\/p>\n

So right here\u2019s the paradox I\u2019m selecting to dwell inside.<\/p>\n

Know what you\u2019re already, unmistakably recognized for. Give the machine a sample clear sufficient to seek out you. That\u2019s not give up. That\u2019s the door.<\/p>\n

Then cross the lanes anyway.<\/strong><\/p>\n

As a result of focus ought to be a alternative. Not a sentence. Curiosity is just not the enemy of depth \u2014 curiosity is the place depth comes from. Leonardo didn\u2019t dissect our bodies to desert portray. He did it to color a greater smile.<\/p>\n

The chook and the flying machine. The crossing is the place I come alive.<\/p>\n

No algorithm will get to file that away.<\/p>\n

So earlier than you write your subsequent put up, don\u2019t ask what to publish.<\/p>\n

Ask this as an alternative.<\/p>\n

Do you observe individuals for his or her pursuits? Or as a result of they\u2019re fascinating?<\/strong><\/p>\n

Or each?<\/em><\/p>\n

Sources<\/h3>\n
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  1. TikTok algorithm & follower-count ranking<\/a><\/li>\n
  2. Cross-platform algorithm statistics \u2014 Facebook feed composition, AI-driven recommendations<\/a><\/li>\n
  3. 360Brew explained: LinkedIn\u2019s 2026 AI ranking model<\/a><\/li>\n
  4. Conductor 2026 AEO\/GEO Benchmarks Report: 1.08% AI referral traffic<\/a><\/li>\n
  5. Richard van der Blom: LinkedIn Algorithm Insights Report<\/a><\/li>\n
  6. Topic authority & reach concentration data (15%\u219231%, 57%\u219228%)<\/a><\/li>\n
  7. Relationship Graph to Interest Graph, follower\/reach decoupling<\/a>nterest<\/li>\n<\/ol>\n<\/div>\n