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AI Research Updates: Papers, Benchmarks, and Methods | AI Watch Today

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AI Research Updates: Papers, Benchmarks, and Methods

Follow AI research, benchmarks, and methodological advances worth keeping on the radar.

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Key updates from the last 30 days

Ordered by publication time and updated as new items arrive.

7

Hugging Face Papers

FilmWorld: Agentic Novel-to-Film Generation through Dynamic Cinematic World Modeling

The update targets a concrete creative workflow, showing AI tools continuing to move deeper into production-oriented media tasks.

Hugging Face Papers

RecGPT-V3 Technical Report

The item is fundamentally about model capability or model release dynamics, which usually ripple quickly into tools and product choices.

Jul 17, 2026

Multi-Head Latent Control: A Unified Interface for LLM Agent Decision Making

This item captures a concrete slice of today's AI shift and helps clarify which directions are actually gaining traction.

UESF-Bench: Benchmarking and Probing for Unified Embodied Seeking and Following

This item captures a concrete slice of today's AI shift and helps clarify which directions are actually gaining traction.

Self-Guided Test-Time Training for Long-Context LLMs

The emphasis is on multi-step orchestration and context handling, which is where AI products start becoming executable workflow systems.

llama.cpp GitHub

ggml-org/llama.cpp · cli: add --output option ( #25484 ) macOS/iOS: macOS Apple Silicon

This points to AI-adjacent demand moving into more professional, local developer tooling.

NormAct: A Benchmark for Hidden Social Norm Compliance in Embodied Planning

The item is fundamentally about model capability or model release dynamics, which usually ripple quickly into tools and product choices.

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