TLDRocket
Sign in

Multimodal AI

91 summarised stories about Multimodal AI, each linking back to the original source. Browse all topics →

+ Follow this topic

Monday, 24 August 2026

Fastino Releases GLiNER2.5: A Boundary-Prediction Architecture That Removes Span Enumeration From Information Extraction

MarkTechPost 1 month ago 34

Fastino released GLiNER2.5, which replaces span enumeration with a boundary-prediction architecture for information extraction. It supports 4,096-word context windows and reports 56.17 overall macro F1 on 16 multilingual zero-shot benchmarks. The shift enables longer entities, removes the width ceiling, and adds joint entity-relation decoding with constrained labels and span attributes, while releasing 74M/194M/287M-parameter checkpoints on Hugging Face for self-hosted CPU/CUDA/MPS inference.

Beyond Visual CoT: Internalized Visual Thinking for Proactive Video Reasoning

Apple Machine Learning Research 1 month ago 36

Internalized Visual Thinking (IVT) is introduced as a post-training framework that learns visual reasoning from unlabeled videos without generating future frames at inference time. IVT cuts end-to-end latency by more than 5× versus Visual CoT. As a result, it improves over text-only post-training and matches or exceeds Visual CoT performance while keeping the same efficient inference pathway.

The daily briefing

Every AI story that matters, in your inbox by 8am.

TLDRocket reads all relevant sources, removes duplicate coverage, and summarises the day in two minutes. Follow companies and topics for alerts, or get the briefing in Slack. Free, no spam, unsubscribe anytime.