The Last Un-Codable Asset: Why A.I. Can’t "Taste-Wash" Fine Wines

Alva Ho
7 days ago
3 min read

Date: 7 April 2026

The Silicon Valley Cliché

**A.I. cannot Taste-Washing Fine Wines**

In the twenty-tens, "disruption" was the word that echoed through every boardroom from Palo Alto to Shenzhen.

Today, as Kyle Chayka(Youtube video) pointed out in March 2026, that word has been replaced by a far more elusive one: "Taste."

Silicon Valley is currently obsessed with the idea that taste can be mechanized, a phenomenon Chayka describes as "Taste-washing." This is the practice of wrapping sterile, data-driven algorithms in a veneer of human artisanality to make them feel more "soulful."

The byproduct of this process is what Chayka calls "Flattening."

Because algorithms are trained on the "average" of millions of data points, they naturally sand down the edges of culture to find the middle ground that everyone truly loves. In a flattened digital world, everything starts to look and feel the same, optimized for mass consumption rather than individual spark.

For the wine lover, this is a warning: when we let data dictate our palates, we risk losing the "peaks" of experience that only the rarest, most un-optimized bottles can provide. The most important is I don't think A.I. can taste-washing fine wines.

The Wine Reality: Beyond the Descriptive Algorithm

In Chayka’s analysis, A.I. "Taste" is often just a sophisticated average—a consensus of what millions of people usually like. But true taste in the wine world is found in the outliers. Take, for example, the work of Cécile Tremblay.

An algorithm might look at the data of Vosne-Romanée and suggest a profile of elegance of oak using, the balance of the fruit and acidity.

It cannot, however, quantify the ethereal "energy" and structural transparency that winemaker coaxes from the vines. Wines aren't "products" designed to satisfy a data-driven trend; they are a refusal to compromise, resulting in a scarcity that no machine can manufacture.

Similarly, look at Gaspard Brochet in Champagne. While A.I. might recommend the "big houses" based on historical volume and sentiment analysis, the "Taste" we celebrate at Rare Bottle Blitz is about the micro-narrative. Brochet represents tiny production, immense personality, and a raw, artisanal edge that feels almost dangerous compared to the polished, "safe" profiles favored by recommendation engines.

These aren't just bottles; they are human statements. When we drink Tremblay or Brochet, we aren't just consuming a beverage; we are engaging in a form of cultural resistance against the homogenized "average" that Silicon Valley calls taste.

The Investor’s Lens – Beyond Pattern Matching- Beyond Taste Washing Fine Wines

This is where the wisdom of Howard Marks, the co-founder’s of Oaktree Capital, becomes essential for the serious collector.

In his recent memo 2026 insights, AI Hurtles Ahead, Marks notes that while A.I. is a master of "extraordinary pattern matching" it fundamentally lacks "embodied understanding" It can process the what, instantly scraping a thousand tasting notes to tell you a wine has "notes of black cherry", but it cannot feel the "why" behind the bottle.

True "Taste" is a Second-Level Thinking activity.

First-level thinking is simplistic and consensus-driven: "This was a hot vintage, so the wine must be good." An A.I., tethered to historical data, is the ultimate first-level thinker. However, as Marks points out, A.I. struggles with "genuinely novel situations" where there is no past pattern to follow. This is precisely where the genius of a producer like DRC, Bizot resides. A machine can summarize a vintage report, but it cannot appreciate the "asymmetrical" value of a winemaker who defies the climate or breaks the mold.

True value in wine, much like in investing, is found by seeing the nuances that the algorithm misses because it lacks the human experience to truly "know" what it is tasting.

Conclusion: Reclaiming Your Palate without the A.I. Taste-Washing

We are living in an era of "Filterworld," where our preferences are increasingly optimized for us before we even have a chance to explore them. But your palate is not an equation to be solved.

At Rare Bottle Blitz, we believe the best bottles challenge the data. I invite you to join our private group to cultivate a personal palate that A.I. cannot simulate. Reject "flattened" averages for the singular and the artisanal. Let’s leave algorithmic curation behind and rediscover the joy of true taste.