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Token-maxxing is dead. Agentic memory is what comes next.

<p><i>Presented by MongoDB </i></p><hr/><p>We have been building databases as an industry for roughly <a href="https://www.seas.upenn.edu/~zives/03f/cis550/ [...]

Agent context layers: Enterprises governing their AI data are catching twic

<p>Across 101 enterprises, the context feeding AI agents is failing often and repeatedly. Sixty-eight percent have traced a confident but wrong agent answer to missing or inconsistent business c [...]

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 [...]

Agentic reliability and evaluations : Enterprises that got burned by a bad

<p>Across 108 enterprises, trust in automated agent evaluation rose sharply in July — and the failure rate it is supposed to predict did not move at all. The share of organizations that fully [...]

Enterprises using multiple AI models are underestimating failure rates by 2

<p>A team routing queries across a coding specialist, a logic specialist, and a generalist model assumes each will cover the others&#x27; blind spots. <a href="https://arxiv.org/abs/ [...]

Researchers baked 3x inference speedups directly into LLM weights — witho

<p>As agentic AI workflows multiply the cost and latency of long reasoning chains, a team from the University of Maryland, Lawrence Livermore National Labs, Columbia University and TogetherAI ha [...]

5% GPU utilization: The $401 billion AI infrastructure problem enterprises

<p>For the last 24 months, one narrative justified every over-provisioned data center and bloated IT budget: the GPU scramble. Silicon was the new oil, and H100s traded like contraband. Reserve [...]

1Password moves into AI cost management, betting that token spend is the ne

<p><a href="https://1password.com/">1Password</a> on Tuesday launched <a href="https://1password.com/product/saas-manager">AI Spend and Consumption Manageme [...]

Meituan open sources LongCat-2.0, the 1.6T, near-frontier agentic coding mo

<p>A few hours ago, Chinese delivery app company <a href="https://longcat.chat/blog/longcat-2.0/">Meituan officially unveiled LongCat-2.0 </a>on <a href="https://gi [...]