Morning Singularity Digest

Today's Briefing • 2026-07-14

24 stories • 3 deep dives

What changed, what matters, and what to do next.

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What Changed Overnight

~2-3 min

What Changed Overnight

2-3 min

Skim

DEER: A Benchmark for Evaluating Deep Research Agents on Expert Report Generation
arxiv.org • Score: 6.8 • arxiv

PB
MAG: A Web-Agent Benchmark and Harness for Multimodal Action and Guide Generation
arxiv.org • Score: 6.4 • arxiv

PB
NetInjectBench: Benchmarking Indirect Prompt Injection in Tool-Using Large Language Model Agents for Network Operations
arxiv.org • Score: 6.4 • arxiv

PB
PerspectiveGap: A Benchmark for Multi-Agent Orchestration Prompting
arxiv.org • Score: 6.4 • arxiv

PB
Technical Report on the CVPR 2026@AdvML Workshop Challenge
arxiv.org • Score: 6.2 • arxiv

PB
TENET: One Step Toward Test-Driven Development for Repository-Level Code Generation
arxiv.org • Score: 6.2 • arxiv

PB

Forecast & Watchlist

~1 min

Forecast & Watchlist

1-2 min

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