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The ranking bolsters the smaller San Francisco-based lab's pitch to commercial users, as its editor outpaces rivals from Google, Meta and ByteDance.
The new funding will help Marklo expand its beta and product team as Shopify brands seek faster campaign planning with fewer staff.
Google says teams should judge AI coding agents on what they execute, after internal tests showed final replies can hide successful tool use.
Cyber defenders are getting first access as Google rolls out its latest AI model in stages, with wider use to follow after testing and review.
Systems that polled AOMEI's update servers at the wrong moment could have pulled malicious files in the brief April-to-July tampering window.
Enterprises are increasingly prioritising governance, security and integration as they move AI agents beyond pilots and into production systems.
Analysts can now cap BigQuery AI spend before it runs away, as Google adds daily token quotas for generative functions across projects and users.
Security teams face growing pressure to map vulnerable encryption now, as Google says a quantum-safe transition should begin well before 2029.
Affected organisations face credential theft and network intrusion risks after a zero-day in BeyondTrust Remote Support was abused before disclosure.
Enterprise users will gain another AI chip choice in OCI from 2027, as Oracle becomes the first hyperscale cloud outside Google to host TPUs.
The update could cut engineering overhead for firms mixing web, backend and Android systems, as agents can now interoperate across five languages.
Enterprises can now build governed apps inside Looker, with inherited security and auditability aimed at taking AI prototypes into daily workflows.
BigQuery users can now forecast several related metrics at once in SQL, reducing the need for separate models when variables move together.
The move could let data centre builders use common blueprints for high-power AI systems, easing deployment of racks up to 250kW.
Businesses and developers can now tap Gemini 4 Argon on Google Cloud, as Google targets long-running enterprise tasks and cyber defence.
The revised edition reflects how AI, microservices and multi-cloud deployments have made keeping production systems reliable more complex for engineers.
New payments data can now be pushed from raw logs into a fraud review queue each day, using Google Cloud services and Airflow.
Retailers face a fresh holiday-season test as agentic assistants surge, with Forter seeing orders from them more than triple in a month.
Wider adoption among smaller firms could lift annual output, but only one in four Australian SMEs is using AI and just 5% use it broadly.
Businesses are now tracking how AI answers mention them, as ChatGPT and Perplexity accounted for 24% of scraping requests in Decodo's top 10.