Elephantasm

CORE MEMORY · WHITEPAPER
COMPILING
Elephantasm Whitepaper v1.0
WHITEPAPER v1.0
A comprehensive exploration of Long-Term Agentic Memory (LTAM)—the structured cognitive substrate that gives AI agents continuity, self-awareness, and evolution over time. Beyond simple retrieval, Elephantasm transforms raw events into lasting understanding.
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› Development Journal
Alpha·2025-11-18·ARCHITECTURE
Memories: The Narrative Layer of Elephantasm

Memories: The Narrative Layer of Elephantasm

If Events are raw 'what happened,' Memories are what it meant—the first semantic compression where experience becomes continuity. This is where Elephantasm decides what to carry forward.
Alpha·2025-11-07·ARCHITECTURE
Events: The Atomic Units of Experience

Events: The Atomic Units of Experience

Reality is continuous, but cognition is discrete. Events are where Elephantasm transforms the unbroken flow of experience into knowable pieces—epistemic anchors that make memory traceable, provenance auditable, and meaning emergent.
Alpha·2025-10-29·ARCHITECTURE
From Philosophy to System Architecture

From Philosophy to System Architecture

Translating Elephantasm's metaphysics of memory into a deterministic system: how events metabolise into memories, lessons, knowledge, and an anima that can introspect.
Alpha·2025-10-22·PHILOSOPHY
The Nature of Memory

The Nature of Memory

Memory is not a ledger of events - it's a living narrative, dynamic and self-referential. To remember is to forget, to interpret is to rewrite. Explore why subjectivity isn't a flaw of memory, but its defining feature.
Alpha·2025-10-21·TECHNICAL
Context Isn't Everything

Context Isn't Everything

Context windows have exploded to 1M+ tokens, yet models still reset to amnesia after each session. While we celebrate breakthroughs in reasoning and speed, the real frontier is continuity: the ability for agents to remember, adapt, and evolve across time.