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Chain-of-experts (CoE): A lower-cost LLM framework that increases efficiency and accuracy

Chain-of-experts chains LLM experts in a sequence, outperforming mixture-of-experts (MoE) with lower memory and compute costs.
VentureBeat - Mar. 10
How the A-MEM framework supports powerful long-context memory so LLMs can take on more complicated tasks

A-MEM uses embeddings and LLMs to create dynamic memory notes that automatically link to create complex knowledge structures.
VentureBeat - Mar. 5
New technique helps LLMs rein in CoT lengths, optimizing reasoning without exploding compute costs

Carnegie Mellon University researchers propose a new LLM training technique that gives developers more control over chain-of-thought length.
VentureBeat - Mar. 13
Beyond RAG: SEARCH-R1 integrates search engines directly into reasoning models

SEARCH-R1 trains LLMs to gradually think and conduct online search as they generate answers for reasoning problems.
VentureBeat - 3d
How Yelp reviewed competing LLMs for correctness, relevance and tone to develop its user-friendly AI assistant

Yelp found that when it first launched a GPT-4o-powered AI chatbot, usage rates dropped. But training it to sound like a human changed that.
VentureBeat - Mar. 7
GenLayer offers novel approach for AI agent transactions: getting multiple LLMs to vote on a suitable contract

GenLayer is betting that AI-driven contracts, enforced on the blockchain, will be the foundation for a trillion-dollar marketplace.
VentureBeat - Mar. 10
Inside Zoom’s AI evolution: From basic meeting tools to agentic productivity platform powered by LLMs and SLMs

Zoom's CTO explains how the web conferencing vendor’s technology has evolved and expanded into agentic AI capabilities.
VentureBeat - 6d
Baidu delivers new LLMs ERNIE 4.5 and ERNIE X1 undercutting DeepSeek, OpenAI on cost — but they’re not open source (yet)

Baidu has also announced plans to integrate ERNIE 4.5 and ERNIE X1 into its broader ecosystem, including Baidu Search and the Wenxiaoyan app.
VentureBeat - 5d
Orion Security emerges from stealth using LLMs to track your enterprise’s data flow and stop it from leaking out

Beyond catching malicious insiders, Orion also distinguishes between human errors and external attackers for specificity.
VentureBeat - 4d
Carbon Arc offers a marketplace for buying and selling licensed, real world transaction data to power LLMs and enterprise applications

Instead of committing to bulk data contracts, businesses can consume only the insights they need, reducing operational overhead.
VentureBeat - 2d
Less is more: UC Berkeley and Google unlock LLM potential through simple sampling

With multiple sampling and self-verification, Gemini 1.5 Pro can outperform o1-preview in reasoning tasks.
VentureBeat - 1d
Anthropic’s stealth enterprise coup: How Claude 3.7 is becoming the coding agent of choice

Anthropic is positioning Claude as the LLM that matters most for enterprise companies. Claude 3.7 Sonnet, released just two weeks ago, set new benchmark records for coding performance.
VentureBeat - Mar. 11
Patronus AI’s Judge-Image wants to keep AI honest — and Etsy is already using it

Patronus AI launches the first multimodal LLM-as-a-Judge for evaluating AI systems that process images, with Etsy already implementing the technology to validate product image captions across its ...
VentureBeat - Mar. 13