AI that remembers: Unlocking benefits and mitigating
18 hours ago · Episodic memory allows individuals to recall specific past events, blending sensory, emotional, and contextual information. For AI systems, such memory could enable advanced planning, decision-making, and situational awareness, akin to how humans leverage past experiences to navigate new challenges. Unlike semantic memory, which deals with general knowledge, or procedural memory, which focuses ...
Unlocking the Brain’s Secret: The Next Leap in AI With …
2 days ago · The NeuRRAM chip runs computations directly in memory and can run a wide variety of AI applications—all at a fraction of the energy consumed by computing platforms for general-purpose AI computing. “Our Nature review article offers a perspective on further extensions of neuromorphic AI systems in silicon and emerging chip technologies to ...
Episodic memory in AI agents poses risks that should be studied …
Jan 20, 2025 · Most current AI models have little ability to store and later retrieve a record or representation of what they do. In human cognition, episodic memories play an important role in both recall of the past as well as planning for the future. The ability to form and use episodic memories would similarly enable a broad range of improved capabilities in an AI agent that interacts with and takes ...
AI Memory Mirrors Human Brain - Neuroscience News
Dec 18, 2023 · The Transformer model in AI was found to employ a gatekeeping process akin to the brain’s NMDA receptor, crucial for memory consolidation. This research offers potential for developing more efficient, brain-like AI systems and deepens our understanding of human memory mechanisms.
AI and memory | Memory, Mind & Media | Cambridge Core
Sep 11, 2024 · Generative AI changes what memory is and what memory does, pushing it beyond the realm of individual, human, influence, and control, yet at the same time offering new modes of expression, conversation, creativity, and ways of overcoming forgetting.
The Role of Memory in LLMs and AI Agents - by Prasad N
Dec 16, 2024 · In AI, memory allows systems to retain information, learn from past experiences, and make informed decisions based on context. While LLMs are specialized in natural language processing and generation, AI agents operate across …
(PDF) AI and memory - ResearchGate
Sep 11, 2024 · Moreover, generative AI changes what memory is and what memory does, pushing it beyond the realm of individual, human influence, and control, yet at the same time offering new modes of...
AI Memory: What Makes a Neural Network Remember?
Mar 7, 2023 · Utilizing a classic neural network, researchers have created a new artificial intelligence model based on recent biological findings that shows improved memory performance.
Architecture of AI Framework: Comparing AI Agent Memory to
Aug 8, 2023 · Like the brain, artificial intelligence requires memory to learn effectively over time. Memory grants continuity across experiences, anchoring the history of interactions. With this...
AI's memory-forming mechanism found to be strikingly similar to …
Dec 18, 2023 · An interdisciplinary team consisting of researchers has revealed a striking similarity between the memory processing of artificial intelligence (AI) models and the hippocampus of the human...