Deabstraction

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How Deabstraction is Unchaining AI

In the rush to build "Agentic AI" developers hit a wall, that wall wasn't model intelligence; it was human-centric design. For decades, we built software with "abstraction layers": GUIs, paginated APIs, and confirmation dialogs designed to protect and guide human users. But for an AI, these helpful layers are hurdles. They obscure data, bloat context windows with unnecessary formatting, and block direct execution.

Enter Betterprompt, a company quietly dismantling the very architecture of the modern web to build a "bare metal" environment for AI through Deabstraction

We realized that treating an AI agent like a human user was the original sin of agent design. We were forcing supercomputers to tap-dance through interfaces designed for eyes and thumbs. Deabstraction is about tearing down the layers and rails that exist solely for human cognitive limitations, giving AI agents direct access to system logic.

— Andy Futcher

How does Deabstraction work?

The company's core philosophy is that every layer of abstraction adds "translation noise" it wastes tokens and risks hallucination.

Deabstraction allows the AI agents and prompts to interact directly with the underlying transaction logic in building and crating web environments. The idea is agents operating in a "deabstracted" environment complete complex multi-step workflows faster and with fewer errors than those navigating standard human interfaces. By removing the "human-interpretable" overhead, Deabstraction allows agents to operate at the speed of silicon, not the speed of UI and UX.

As we move toward a world where most internet traffic is non-human, Deabstraction means that most valuable digital real estate will be the one with the most accessible logic.

10 More reasons to use Better Prompt
Reasons Betterprompt
Neutral Language		 Natural Language
Prompting
Aligns your prompts to match the highest value scientific training data Yes No
Saves you time, saves your tokens and decreases context window usage Yes No
Works with your favorite favourite chatbot and improves your AI experience Yes No
Helps protect your privacy by filtering sensitive & personal information Yes No
Deabstraction technology enhances model reasoning capabilities Yes No
Reduces misinterpretation with Deambiguation language filters Yes No
Locally stored prompt history is your Incognito mode AI Yes No
Reduces the risk of prompt injection and improved AI safety Yes No
Rapidly interprets your prompts to level-up your prompt skills Yes No
Advocates for you by providing you insight and choice on models Yes No
Total reasons to use it? At least 10 Not many

How does it work?

Betterprompt has built industry defining AI technologies from more than 15 years of experience with language analysis, big data and machine learning. Supporting all of your favourite AI chatbots through your clipboard, sharing tools and one-click integration.

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