venturebeat

2025-10-08

New memory framework builds AI agents that can handle the real world's unpredictability

Researchers at the University of Illinois Urbana-Champaign and Google Cloud AI Research have developed a framework that enables large language model (LLM) agents to organize their experiences into a memory bank, helping them get better at complex tasks over time.

The framework, called ReasoningBank, distills “generalizable reasoning strategies” from an agent’s successful and failed attempts to solve problems. The agent then uses this memory during inference to avoid repeating past mistakes and make better decisions as it faces new problems. The researchers show that when combined with Discover Copy

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Destination

2025-08-07

Framework Desktop (2025) Review: Powerful, but perhaps not for everyone

The most obvious question is “Why?” <br /> Framework builds modular, repairable laptops that anyone can take apart and put back together again. It’s a big deal in an era where laptops are [...]

Match Score: 165.00

Destination

2025-06-18

Framework Laptop 12 review: Doing the right thing comes at a cost

Earlier this year, Framework announced it was making a smaller, 12-inch laptop and a beefy desktop to go alongside its 13- and 16-inch notebooks. A few months later, and the former has arrived, puttin [...]

Match Score: 137.20

venturebeat

2025-10-12

We keep talking about AI agents, but do we ever know what they are?

Imagine you do two things on a Monday morning.First, you ask a chatbot to summarize your new emails. Next, you ask an AI tool to figure out why your top competitor grew so fast last quarter. The AI si [...]

Match Score: 121.10

venturebeat

2025-10-29

The missing data link in enterprise AI: Why agents need streaming context, not just better prompts

Enterprise AI agents today face a fundamental timing problem: They can't easily act on critical business events because they aren't always aware of them in real-time.The challenge is infrast [...]

Match Score: 114.55

Destination

2025-05-06

Framework Laptop 13 (2025) with AMD Ryzen AI 300 review: The usual iterative upgrade

You might know the story by now: Framework makes repairable, modular laptops where you can sub in new components for old or broken ones. It’s been two years since the company debuted an AMD mainboar [...]

Match Score: 112.54

venturebeat

2025-10-01

Microsoft retires AutoGen and debuts Agent Framework to unify and govern enterprise AI agents

Microsoft’s multi-agent framework, AutoGen, acts as the backbone for many enterprise projects, particularly with the release of AutoGen v0.4 in January. However, the company aims to harmonize all o [...]

Match Score: 109.15

venturebeat

2025-10-16

Under the hood of AI agents: A technical guide to the next frontier of gen AI

Agents are the trendiest topic in AI today — and with good reason. Taking gen AI out of the protected sandbox of the chat interface and allowing it to act directly on the world represents a leap for [...]

Match Score: 92.64

Destination

2025-05-29

The best microSD cards in 2025

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 microSD ca [...]

Match Score: 87.78

Destination

2025-02-25

Framework builds its own modular desktop

Framework is today announcing a raft of new products, the most intriguing of which has to be the Framework Desktop. Like the rest of the company’s wares, it’s a modular desktop PC with a focus on [...]

Match Score: 85.14