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AI memory startup Engram raised $98 million to help companies spend less running enterprise AI

The 13-person company says its models can match frontier AI performance while using up to 100 times fewer tokens

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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: 227.41

venturebeat
Perplexity takes its ‘Computer’ AI agent into the enterprise, taking ai

<p><a href="https://www.perplexity.ai/">Perplexity</a>, the AI-powered search company valued at $20 billion, announced on Wednesday at its inaugural <a href="https: [...]

Match Score: 102.16

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: 87.95

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: 83.37

venturebeat
Zip’s new AI agents want to stop your finance team from uploading contrac

<p><a href="https://zip.com/">Zip</a>, the AI procurement platform valued at <a href="https://zip.com/blog/series-d">$2.2 billion</a>, announced two p [...]

Match Score: 74.90

venturebeat
How DeepSeek’s radical architecture is shattering Silicon Valley's t

<p>DeepSeek’s announcement over the weekend that it has made its <a href="https://www.engadget.com/2180062/deepseek-permanently-reduces-the-price-of-its-flagship-v4-model-by-75-percent [...]

Match Score: 74.56

venturebeat
Your enterprise AI agents should automatically remember which model is righ

<p>AI agent orchestration platforms are popping up like weeds these days, but London-based AI transformation startup Mindstone&#x27;s <a href="https://www.producthunt.com/products/mi [...]

Match Score: 72.23

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: 71.02

venturebeat
While everyone talks about an AI bubble, Salesforce quietly added 6,000 ent

<p>While Silicon Valley <a href="https://www.reuters.com/business/finance/opinions-split-over-ai-bubble-after-billions-invested-2025-10-16/">debates</a> whether artificial [...]

Match Score: 70.96