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 infrastructure. Most enterprise data lives in databases fed by extract-transform-load (ETL) jobs that run hourly or daily — ultimately too slow for agents that must respond in real time.

One potential way to tackle that challenge is to have agents directly interface with streaming data systems. Among the primary approaches in use today are the open source Apache Kafka and Apache Flink technologies. There are multiple commercial implementations based [...]

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Destination

2025-01-16

The best live TV streaming services to cut cable in 2025

Around ten years ago, as the price of cable rose to untenable heights, live TV streaming services arrived as the low-cost, contract-free antidote. The services are still blissfully easy to walk away f [...]

Match Score: 193.03

venturebeat

2025-12-04

GAM takes aim at “context rot”: A dual-agent memory architecture that outperforms long-context LLMs

For all their superhuman power, today’s AI models suffer from a surprisingly human flaw: They forget. Give an AI assistant a sprawling conversation, a multi-step reasoning task or a project spanning [...]

Match Score: 143.37

venturebeat

2025-10-16

ACE prevents context collapse with ‘evolving playbooks’ for self-improving AI agents

A new framework from Stanford University and SambaNova addresses a critical challenge in building robust AI agents: context engineering. Called Agentic Context Engineering (ACE), the framework automat [...]

Match Score: 137.42

Destination

2025-11-25

Best Black Friday TV deals for 2025: Save hundreds on sets from Samsung, LG, Sony and others

The holiday season is traditionally one of the best times to buy a new TV, and this year looks to be no different. If you’re hoping to make a living room upgrade, we’ve scoured the web and picked [...]

Match Score: 135.29

Destination

2025-11-27

Best Black Friday TV deals for 2025: Save hundreds on sets from Samsung, LG, Sony and more during the biggest sales event of the year

Generally speaking, there are two ideal periods to buy a TV: the late spring stretch when new models are announced and last year’s sets are heavily discounted to clear out inventory, and the holiday [...]

Match Score: 135.29

Destination

2025-11-20

The best Black Friday deals under $50 are live: Apple AirTags, Legos, Blink cameras, Ugreen chargers and more

Some people shop Black Friday sales for discounts on shoes and socket wrenches, duvet covers and blow up mattresses — none of those things are on this list. Here you’ll find only the best electron [...]

Match Score: 134.58

Destination

2025-11-22

Black Friday deals under $50 you can get right now: Apple AirTags, Legos, Ugreen chargers, Blink cameras and more

Sure, Black Friday is a fine time to save on big ticket items, like laptops and TVs, but it’s also a wise opportunity to snag smaller devices and accessories at a discount. Scroll through any retail [...]

Match Score: 134.33

Destination

2025-11-21

Black Friday TV deals from Samsung, LG, TCL, Roku and more include some of this year's lowest prices

Black Friday sales are starting, and that means it’s one of the best times of year to pick up a new TV. If you’ve been hoping to grab a new big screen but aren’t sure which one to get, allow us [...]

Match Score: 132.65

Destination

2025-11-23

The best Black Friday TV deals from Samsung, LG, Roku, TCL and others include some of this year's lowest prices

Generally speaking, there are two ideal periods to buy a TV: the late spring stretch when new models are announced and last year’s sets are heavily discounted to clear out inventory, and the holiday [...]

Match Score: 132.65