EASYHUB JOURNAL / 2026-01
AI news in January 2026
7 stories, ordered by their original dates. Open a title for its summary, image and source link.
- IT之家
DeepPlanning opens a benchmark focused on agent planning
Qwen shares an agent-planning benchmark through public dataset platforms. It adds an evaluation perspective, while a single leaderboard cannot establish reliability across every real workflow.
- IT之家
SenseNova-MARS combines visual reasoning with search
SenseTime opens two model sizes for planning and multimodal search. Tool execution does not guarantee correct conclusions, so source quality, action scope and results still require verification.
- IT之家
Qwen3-ASR separates recognition and timestamp alignment components
The release combines two recognition sizes with a separate forced aligner and streaming tooling. Language coverage, batch throughput and single-request latency measure different things and need separate deployment checks.
- IT之家
Qwen3-TTS opens compact multilingual speech models
Qwen’s speech family offers different sizes and controls for multilingual generation. Reference voices and cloning functions require authorized material; access to a model does not grant rights to another person’s voice.
- IT之家
GLM-4.7-Flash opens weights and replaces an older API route
Zhipu releases a hybrid-thinking model and documents migration from an older endpoint. Its total and active parameter counts are distinct, and free access described at launch is not a current pricing guarantee.
- IT之家
Coze 2.0 adds agent skills and plans for specialized office workflows
Coze 2.0 packages domain knowledge, workflows and tools as Agent Skills that users can install or customize. Agent Plan breaks longer-term goals into steps and tracks and reports progress. Document, spreadsheet, presentation and application-building capabilities are also upgraded, connecting specialized processes with concrete outputs.
- IT之家
Claude Cowork enters research preview for tasks in authorized folders
Anthropic extends Claude Code-style task execution into Cowork. With permission to a specified folder, it can read, modify and create files and handle queued or parallel work. The initial research preview is limited to Claude Max subscribers on macOS, not free availability to every account.