Engram is a sampler that turns broken AI hallucinations into music
Original reporting by The Verge
Engram refers to a novel AI-powered sampler and groovebox from music startup Thoughtful Things, designed to manipulate incoming audio and hallucinate entirely new, experimental sounds locally. Unveiled via a Kickstarter campaign, this instrument fundamentally diverges from generative AI tools built for mainstream song creation. Instead, Engram champions the exploration of experimental sound design, inviting users to push the limits of AI audio models, creating uncanny sonic textures that are glitchy, distorted, and often vaguely familiar yet entirely new. Its creators liken it to a "field recorder for latent space," enabling artists to delve into the uncharted territories of AI hallucinations and sonic unpredictability, drawing inspiration from the wild ethos of circuit bending.
Local and ethical AI
Crucially, Engram operates its "tiny AI" models entirely offline, running custom-trained algorithms directly on the device without an internet connection. Thoughtful Things developed these models in-house, training them exclusively on open datasets licensed for commercial use, a strong ethical stance against the use of non-commercial, pirated, or stolen data. This commitment to transparency and user agency extends to future plans, as the company intends to open its firmware, allowing enthusiasts to tweak the system or load their own custom models, further democratizing access to AI-driven sound exploration. The limited inaugural run of Engrams is available for pre-order through its Kickstarter campaign, starting at $675.
Thoughtful Things’ Engram represents a compelling departure from conventional AI audio tools, positioning itself as an instrument for experimental exploration rather than automated production. By prioritizing local, custom-trained models and a hands-on approach to sound generation, it carves out a unique niche for artists seeking to delve into the uncanny valleys of AI-driven audio. This isn't about effortless hits or commercial viability; it's about empowering creators to push sonic boundaries, akin to circuit bending for the digital age, inviting users to "break" the AI to discover new sonic territories within its latent space.
Shifting AI Paradigms
The device’s commitment to offline operation and ethically sourced training data holds significant broader implications for the future of creative technology. In an era dominated by large, internet-dependent AI models, Engram demonstrates the power and utility of "tiny AI" at the edge. This approach not only enhances privacy and reduces latency but also offers a robust template for decentralized, user-controllable AI tools across various creative domains. It positions artificial intelligence not as an autonomous song generator, but as a sophisticated, programmable instrument—a collaborator rather than a replacement for human ingenuity. The open firmware further fosters community engagement and innovation, potentially sparking a new wave of bespoke AI-powered hardware designed with transparency and user empowerment at its core. Engram thus serves as a powerful testament to the evolving role of AI: from a black-box oracle to an accessible, malleable tool for profound artistic exploration and responsible technological development. Its influence could inspire future creative tech to embrace similar principles, shifting the paradigm towards more ethical, empowering, and ultimately, more artistic integration of AI.