Gemini 3.7 Flash launched Thursday as Google’s new coding-agent and workflow workhorse instead of Gemini 3.5 Pro. DeepSWE v1.1 rose from 49% on Gemini 3.6 Flash to 65.3% on Gemini 3.7 Flash. Developers can use the new thinking_level settings and face API pricing that doubles on January 1, 2027, plus migration steps if moving from older Gemini models.
Rubrik found that Mythos Preview’s vulnerability-hunting produced far more findings than its existing engineering team could remediate using prior workflows. Rubrik joined Mythos Preview in June, when Anthropic expanded access to roughly 150 organizations across 15 countries. Rubrik shifted from adding human reviewers to building an automation-focused harness with staged scans to filter findings and only auto-remediate tightly scoped vulnerability classes, routing the rest to engineers.
Amazon Bedrock AgentCore Browser Tool is presented as a managed browser service that lets AI agents operate legacy, HTML-rendered web apps in secure, isolated sessions instead of relying on brittle UI-based RPA.
Regulated workflows are said to require tamper-proof record retention for six years.
The resulting reference implementation uses Strands Agents plus Playwright/CDP browser control, session transcript recording, and AWS IAM/CloudTrail-style auditing to automate multi-step actions while preserving human oversight and compliance.
Amazon Quick is being added to Microsoft 365 so it can run inside Word, Excel, PowerPoint, and Outlook as an agent that edits and acts within documents and email threads using enterprise-connected data. The extensions are available now for Amazon Quick customers under Plus, Professional, and Enterprise plans, with no additional licensing required. It changes Office work by enabling cloud-side deployment (admins push via the Microsoft 365 admin center) and keeping agent actions in-session with tracked before/after changes and persistent thread history.
Mindgard Ltd. raised $30 million in early funding to scale its product for securing AI models and applications. The Series A round was led by Album VC. The new funds are aimed at growing its engineering team and expanding product, sales, and marketing in response to demand driven by more high-impact AI vulnerabilities.
GhostWriter by MyHandler launched and lets users double-tap Ctrl in any text field to generate a reply based on on-screen context and personal data. The key interaction is two taps of the Left Ctrl in any text field. It types a suggested message into the box but never sends, with help from an encrypted vault on the PC and checks to avoid double-booking.
Mindgard, a Lancaster University spinout, raised a $30M Series A after disclosing vulnerabilities including a zero-day in Cursor and bypasses of ChatGPT and Google guardrails. The round brings its total funding to nearly $42M. Mindgard will use the money to expand product development and sales as AI security consolidates and it competes as an independent offensive red-teaming platform provider.
Ninjō AI is presented as a page discussing AI sales agents that can work across channels alongside Claude Code. No number or date is provided in the available text. As a result, there isn’t enough information here to determine features, performance, or any specific change beyond the existence of the topic.
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