←Story detail

Trending story

Oracle Releases Deep Trust AI Architecture

2 reports2 story updatesUpdated Oct 30 22:00

Understand this story

AI overview

At Oracle AI World, Oracle announced the Deep Trust AI Architecture, which pushes security and business rules down into Oracle AI Database so that the rules do not depend on whether a specific application or AI agent implements them on its own. The architecture includes Deep Data Security, which verifies user identity using cryptographically signed tokens issued by the enterprise directory; SQL Assertions, which block over-limit operations according to business conditions; Deep Trust Data APIs, which let applications and agents perform controlled reads and writes on logical business objects such as orders; and Deep NL2SQL, which improves natural language to SQL conversion. Oracle did not provide a unified launch date or overall pricing, and the availability of each component must be verified separately.

AI-generated from public reports

Latest development · Report

heise Weekly: Mistral Open-Sources ML4, Cohere Secures Investment from Schwarz Group, Google Restricts Gemini…

Developments

1 confirmed developments

  1. Oracle releases Deep Trust AI Architecture

    Source:heise online

Reports and discussion timeline

Browse reports and discussion by time. Their evidence levels remain distinct.

Oct 30

  1. heise online

    heise Weekly: Mistral Open-Sources ML4, Cohere Secures Investment from Schwarz Group, Google Restricts Gemini…

    On Thursday, Mistral released the weights of its largest model, Mistral Large 4 (ML4). The model has a total of one trillion parameters, activates only 49 billion per token, and can run on four GPUs. Mistral says it outperforms Kimi K3 in coding and cybersecurity. Cohere completed its largest funding round to date, led by Schwarz Group, which owns Lidl and Kaufland, with participation from the Canadian government and Nvidia. Google launched Gemini Carbon four weeks after Gemini Argon, but at the White House's request it is open only to U.S. intelligence agencies and select partners. In addition, an Anthropic experiment involving 50 statisticians showed that in 86% of cases experts adopted the option given by an AI agent, and about half treated the final recommendation as their own judgment.

  2. heise online

    Oracle launches Deep Trust AI architecture to constrain autonomous AI agents at the database layer

    At Oracle AI World, Oracle announced the Deep Trust AI Architecture, which pushes security and business rules down into Oracle AI Database so that the rules do not depend on whether a specific application or AI agent implements them on its own. Deep Data Security verifies user identity using cryptographically signed tokens issued by the enterprise directory, while SQL Assertions block operations that exceed limits according to business conditions; Deep Trust Data APIs let applications and agents perform controlled reads and writes on logical business objects such as orders, and Deep NL2SQL improves natural language to SQL conversion. Oracle did not provide a unified launch date or overall pricing, and the availability of each component must be checked separately.

Related stories

  1. Related storiesKimi official account releases Kimi K3.1 teaser video
  2. Related storiesAnthropic unveils proactive AI agent Claude Duet
  3. Related storiesAnthropic releases Claude Opus 5.5
  4. Related storiesMeta is going all in on Muse, and this AI app is quickly gaining popularity