New agentic memory framework uses 118K tokens per query. LangMem burns through 3.26M.

NUS researchers' MRAgent framework reduces LLM agent memory retrieval to 118K tokens per query — vs. 3.26M for LangMem — using step-by-step reasoning.

7,000 Langflow servers are under attack. LangGraph and LangChain have the same holes

Attackers are actively exploiting path traversal and SQL injection in Langflow, LangGraph, and LangChain — below where your ...

Langflow flaw: Unsecured AI tools create new attack surface

Langflow, widely used for building and orchestrating large language model (LLM) workflows, contains a defect in its file ...
diginomica

Why Databricks calls CDC 'continuous data corruption' - and what it built instead

Shanku Niyogi of Databricks walks through the architecture behind Lakebase, LTAP and Lakehouse//RT – and renames an industry ...
Bleeping Computer

Path traversal flaw in AI dev platform Langflow exploited in attacks

Attackers are actively exploiting CVE-2026-5027, a high-severity path traversal vulnerability in the AI development platform Langflow, to write arbitrary files on exposed servers. Langflow is an ...
Snopes.com

Will Utah data center use 16B gallons of water and span almost 3 Manhattans? What to know

In spring 2026, social media users spread a rumor that a new data center in Utah would use about 16 billion gallons of water a year and that the center would be 2.7 times the size of Manhattan. Utah ...
Reuters

EU plans energy standards for data centres amid concerns over soaring power use

EU eyes minimum efficiency rules for data centres Capacity set to double by 2030, lifting power demand Sustainability label planned amid energy concerns BRUSSELS, June 3 (Reuters) - The European Union ...
The Conversation

How much water and power will AI data centres use in Australia? Ironically, we don’t have the data to know

Australia’s data centre rush now rivals the mining boom. OpenAI chief executive Sam Altman last week said Australia could become a “data centre capital of the world”. This would come at an ...
Searchenginejournal.com

Google AI Overview Data Looks Different For Commercial Queries

Data points to heavier AI Overview presence in commercial search. Broader studies report lower rates because they include more query types. The gap shows why AI Overview tracking depends on what gets ...
Reason

Data Centers Use Less Water Than Almond Farms—and Do More Good

California's almond farms consume 4.2 billion gallons of waters per day, according to Reason's Christian Britschgi. Data centers consume just 46 million gallons per day. Those numbers will certainly ...
The Verge

Use this map to find the data centers in your backyard

Knowledge is power, so here’s how to find power-gobbling data centers near you. Knowledge is power, so here’s how to find power-gobbling data centers near you. is a policy reporter at The Verge ...
Science Daily

Scientists just found a way to store massive data using light in 3 dimensions

A new holographic storage technique uses light in three dimensions to dramatically increase how much data can be stored. It encodes information throughout a material using amplitude, phase, and ...