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Why 0s and 1s aren't enough — 3-part biological memory model exposes limits of AI silicon
Why 0s and 1s aren't enough — 3-part biological memory model exposes limits of AI silicon

Researchers propose that memory depends on neurons, astrocytes, surrounding molecules, and chemical signals, challenging purely electronic explanations of cognition.

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venturebeat
MeMo's memory model lets teams upgrade their LLM without retraining it

<p>Enabling LLMs to acquire new knowledge after training remains a major hurdle for enterprise AI — current solutions are either too expensive, too slow, or constrained by context window limit [...]

Match Score: 86.85

venturebeat
A 0.12% parameter add-on gives AI agents the working memory RAG can't

<p>AI agents forget. Every time a coding assistant loses track of a debugging thread, or a data analysis agent re-ingests the same context it already processed, the team pays in latency, token c [...]

Match Score: 85.64

venturebeat
MIT's MeMo lets teams swap in a better LLM without retraining — and

<p>Enabling LLMs to acquire new knowledge after training remains a major hurdle for enterprise AI — current solutions are either too expensive, too slow, or constrained by context window limit [...]

Match Score: 82.64

venturebeat
As enterprises confront AI agent sprawl, xpander wants them to own their ow

<p>Enterprise AI has a new infrastructure problem: companies are accumulating agents faster than they are developing systems to govern them.</p><p>Gartner estimates that the average [...]

Match Score: 76.33

venturebeat
Google PM open-sources Always On Memory Agent, ditching vector databases fo

<p>Google senior AI product manager <a href="https://x.com/Saboo_Shubham_/status/2029646498431127655">Shubham Saboo</a> has turned one of the thorniest problems in agent de [...]

Match Score: 73.73

The best microSD cards in 2025
The best microSD cards in 2025

<p>Most microSD cards are fast enough for boosting storage space and making simple file transfers, but some provide a little more value than others. If you’ve got a device that still accepts m [...]

Match Score: 72.92

venturebeat
Tencent's Team Memory shares AI agent memory across a team — with no

<p>A <a href="https://venturebeat.com/data/57-of-enterprises-have-watched-ai-agents-be-confidently-wrong-the-fix-is-an-agentic-context-layer-but-who-has-one">VB Pulse survey this [...]

Match Score: 72.17

venturebeat
DeepSeek’s conditional memory fixes silent LLM waste: GPU cycles lost to

<p>When an enterprise LLM retrieves a product name, technical specification, or standard contract clause, it&#x27;s using expensive GPU computation designed for complex reasoning — just to [...]

Match Score: 69.91

venturebeat
New KV cache compaction technique cuts LLM memory 50x without accuracy loss

<p>Enterprise AI applications that handle large documents or long-horizon tasks face a severe memory bottleneck. As the context grows longer, so does the KV cache, the area where the model’s w [...]

Match Score: 68.21