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Video and image search in Amazon Bedrock Knowledge Base using Marengo 3.0 | Amazon Web Services

Today we’re announcing the general availability of TwelveLabs Marengo Embed 3.0 as an embedding model in Amazon Bedrock Knowledge Bases.

Video and media assets remain largely unsearchable by meaning. Teams in media, sports analytics, education, security, and retail need to find specific moments in hours of footage using natural language. An example query is “show me the penalty kick in the second half”. Building semantic search over video today requires stitching together a complex pipeline of transcription services, frame extraction pipelines, embedding models, vector databases, and synchronization logic.

Amazon Bedrock Knowledge Bases is a fully managed Retrieval Augmented Generation (RAG) service that handles storage, ingestion, embedding, re-ranking, and retrieval. It supports video files (MP4, MOV), images (JPEG, PNG), and audio tracks, with native connectors for Amazon Simple Storage Service (Amazon S3), SharePoint, Confluence, and more.

Marengo Embed 3.0 is a multimodal embedding model that jointly encodes video, audio, images, and...

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Only 4% of the startups in YC's 2026 spring batch had a native mobile app as their main product, down from 15% in 2013, as startups focus on AI and agents

September 10, 2026, 8:45 PM Top News More: Axios, The Register, Livemint, TechCrunch, SiliconANGLE, CyberScoop, CBS News, Unite.AI, Washington Examiner, NBC News, SFist, Politico, The Daily Caller, and Mashable More: The Guardian, The Information, Financial Times, Fox Business, Associated Press, Engadget, Fox News, KTVZ-TV, Daily Mail, Tom'

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Latest Anthropic horror story chills with tales of kamikaze drone swarms and bioweapons research

In the latest installment of "my AI model is more dangerous than yours," Anthropic on Thursday warned that cybercriminals and state-sponsored hackers alike are using its Claude models to automate cyberattacks, build kamikaze drone swarms, conduct mass surveillance operations, and try to develop an even more dangerous version

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OpenAI arms devs with AI conversation tool that can talk and listen at the same time

ai AND ml GPT-Live-1 makes speaking to AI models more fluid OpenAI has launched a version of its latest real-time full-duplex voice model as an API, allowing software developers to implement more responsive voice-enabled apps and conversational workflows. GPT-Live-1 debuted in July, offering a way to interact through spoken prompts

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Palantir and Anduril awarded a $192 million US Army contract to build TITAN data-gathering system

* The US Army has moved TITAN from prototypes into production * Palantir received $127 million under the latest TITAN contract award * Anduril secured $65 million for TITAN hardware and integration work The US Army has shifted its Tactical Intelligence Targeting Access Node (TITAN) program from prototype status into full production this

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Only 4% of the startups in YC's 2026 spring batch had a native mobile app as their main product, down from 15% in 2013, as startups focus on AI and agents

Latest Anthropic horror story chills with tales of kamikaze drone swarms and bioweapons research

OpenAI arms devs with AI conversation tool that can talk and listen at the same time

Palantir and Anduril awarded a $192 million US Army contract to build TITAN data-gathering system