{"id":127793,"date":"2026-05-21T17:25:38","date_gmt":"2026-05-21T17:25:38","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2026\/05\/21\/agent-fatigue-and-the-death-of-simplicity\/"},"modified":"2026-05-21T17:26:37","modified_gmt":"2026-05-21T17:26:37","slug":"agent-fatigue-and-the-death-of-simplicity","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2026\/05\/21\/agent-fatigue-and-the-death-of-simplicity\/","title":{"rendered":"Agent fatigue and the death of simplicity"},"content":{"rendered":"

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Simplicity was once a main objective for the design of merchandise and processes. That was earlier than AI.<\/p>\n

In recent times, individuals have given up on making duties less complicated.\u00a0<\/p>\n

Everybody was once obsessive about eradicating pointless effort as a result of sophisticated processes had been complicated and slowed us down. Organizations centered on streamlining their processes.\u00a0 People prioritized streamlined choices. When processes had been simplified, individuals may perceive what was occurring.<\/p>\n

Now, AI makes any activity appear easy. The motivation to take away complexity is waning as a result of individuals now not need to expertise the complexity themselves.\u00a0 A bot will maintain it.<\/p>\n

We will conceal from complexity solely so lengthy earlier than it comes again to chunk you. AI is having the perverse impact of producing much more complexity, which is able to eventually AI customers must face.\u00a0 Our AI practices are creating environments which are too massive to know.\u00a0<\/p>\n

The curse of \u2018AI agent sprawl\u2019<\/h2>\n

The Wall St Journal\u2019s \u201cCIO Journal\u201d column final week proclaimed a brand new fear within the enterprise: \u201cAI agent sprawl<\/a>.\u201d Corporations are choking on 1000’s of rule-based bots.\u00a0<\/p>\n

Agent sprawl resembles \u201cshadow IT<\/a>\u201d in that customers are making their very own IT selections in an uncoordinated method.\u00a0 However in contrast to with shadow IT, customers are responding to their leaders\u2019 mandates to undertake AI as shortly as potential.<\/p>\n

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Display screen cap: Wall Road Journal<\/figcaption><\/figure>\n

The article factors out that creating directions for AI is very easy and seemingly cost-free that staff can\u2019t chorus from writing increasingly of them.\u00a0<\/p>\n

The proliferation of brokers is inflicting chaos in organizations. The rising quantity of complicated directions is changing into unmanageable. Some companies have already got over 10,000 brokers working and are anticipated to have over 100,000 brokers inside a few years.<\/p>\n

AI brokers have shortly develop into the most recent type of technical debt<\/strong>. Who’s studying all these directions and deciding in the event that they even make sense? Don\u2019t count on bots to handle themselves.\u00a0\u00a0<\/p>\n

Workers are strongly incentivized to construct brokers. They’ll shortly create new brokers within the hope that offloading duties will make their work simpler.\u00a0 What\u2019s much less apparent are the prices of this habits, each for his or her group, and for themselves.\u00a0<\/p>\n

Perils of agentic cookbooks<\/h2>\n

Crafting directions for AI brokers is much like making a recipe, we\u2019re advised<\/strong>. Some AI platforms and frameworks even use the time period recipes for directions.<\/p>\n

It seems that cookbooks can educate us tons about why recipes might be extra sophisticated and complicated than they first seem.<\/p>\n

A couple of months in the past, I gave my spouse a cookbook referred to as \u201cOn Greens\u201d as a present. It\u2019s written by a celebrated chef, and subtitled \u201cTrendy Recipes for the House Kitchen.\u201d\u00a0<\/p>\n

Easy title, easy focus. And the recipes appeared<\/em> easy \u2013 the structure crammed with calming white house. However it didn\u2019t transform so easy.\u00a0<\/p>\n

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This recipe, \u201cBrassicas a la catalan\u201d, appears to be like appetizing.\u00a0 The listing of elements seems quick, as do the instructions. However this two-page unfold is deceiving. This recipe has agentic properties: hidden subtasks that make it extra complicated.<\/p>\n

First, the cook dinner must receive brassicas.\u00a0 If I had been to ask my native grocery retailer, I might get a clean stare.\u00a0 There is no such thing as a brassica signal within the grocery produce part. The recipe\u2019s directions are unclear about whether or not broccoli or cauliflower can be utilized.\u00a0<\/p>\n

However let\u2019s assume we\u2019ve discovered the way to supply the brassica element. We now have to arrange it.\u00a0<\/p>\n

The cookbook tells us to trim the brassica, following the directions elsewhere within the e book on pages 40-41.\u00a0 These hidden directions aren\u2019t apparent at first look. They usually require cautious studying; the trimming directions apply to greens aside from brassicas.<\/p>\n

No less than there aren\u2019t many different elements. But, one of many eight elements listed is Pine Nut Pudding. The place do you get that?\u00a0 You need to make it. The cook dinner must flip to web page 301 to find out how.\u00a0 The Pine Nut Pudding entails one other half dozen elements and maybe one other hour of labor. If you find yourself completed getting ready it, you may return to the primary recipe to spoon it on prime.<\/p>\n

My spouse is able to donate the cookbook to our native library\u2019s e book sale, to learn somebody with extra endurance.\u00a0\u00a0<\/p>\n

To achieve success, recipes should be clear to customers. Directions require usability testing.<\/p>\n

The recursive, nesting directions within the cookbook are emblematic of how brokers function in follow.\u00a0 Every AI agent entails a collection of directions that always name upon different brokers. They’re troublesome for people to comply with.\u00a0<\/p>\n

Simplicity in design<\/h2>\n

Simplicity has been a guideline in product design for a few years. The celebrated designer Dieter Rams famously stated, \u201cGood design is as little design as potential.\u201d\u00a0 Apple based mostly its model positioning on simplicity, striving to supply merchandise that had been intuitive and that communicated apparent worth.\u00a0<\/p>\n

The design thinker John Maeda wrote a e book about simplicity in design<\/a> referred to as \u201cThe Legal guidelines of Simplicity\u201d, earlier than he turned a senior Microsoft government selling AI.\u00a0<\/p>\n

AI developments have displaced skilled curiosity in simplicity as the main focus has shifted away from conventional person interfaces.\u00a0 It\u2019s price revisiting why simplicity issues to customers.<\/p>\n

Simplicity brings readability to the person<\/strong>. It makes the obtainable performance clear. A easy design:<\/p>\n