Latest in Tech, 23 October 2026

Reflection releases Beam with Apache 2.0 weights

On October 16, Reflection made the weights for its first model, Beam, available under Apache 2.0 for coding, reasoning, and agent workloads. Developers can run the model themselves or use hosted access, and the release includes integrations for inference and customization alongside the Mirror CLI agent harness. Reflection's announcement gives teams a starting point for evaluating its deployment options.

DeepSeek updates V4.1 Flash and opens its search API

DeepSeek's October 17 update moves V4.1 Flash to the DeepSeek-V4.1-Flash-1017 checkpoint while retaining the deepseek-flash API model name and existing pricing. The same dated entry announces access to its search engine through a search API, giving developers another option for retrieving web information for model workflows. See the official change log for the model update and search documentation.

Google previews Gemini for government services

Google announced a preview of Gemini for government services on October 20, combining government-specific task instructions, connections to agency systems, and partner agents. Its proposed workflows include policy research, public-records discovery, and document redaction, with access controls and review steps built into the offering. The Google Cloud announcement describes the preview's scope and integration approach.

PHP ships fixes for two critical code-execution flaws

PHP's October 21 advisory identifies two vulnerabilities that can permit remote code execution without authentication in installations handling web requests. The fixes are included in PHP 8.5.12, 8.4.27, 8.3.36, and 8.2.35; the team calls for users to update, with mod_php singled out as the highest-risk configuration. The official advisory details the affected deployment types and vulnerabilities.

Xojo moves WinUI support into beta

Xojo announced on October 20 that WinUI support has advanced from experimental status to beta in its 2026r3 release. Additions include WinUI menus and contextual menus, alongside improvements to desktop controls and system symbols. The Xojo team's post invites developers to test existing applications while making clear that work remains before production readiness.