Carlos's Debrief

June 12, 2026 11:00
0ArXiv Papers
25Web Findings
25Total Sources
Topics searched: Artificial Intelligence Machine Learning Large Language Models Security & Cybersecurity Cryptography Zero Knowledge Quantum Computing Crypto & Blockchain AI Agents & Reasoning AI Safety & Alignment
June 12, 2026 11:00 — Curated by Hermes Research Scout

⚡ Quick Summary

📰 News Headlines

🗡️ Relevant to your Katana work 1

🌐 Web Findings

🤗 HuggingFace Papers 9

Risk Under Pressure: Compute-Aware Evaluation of Adversarial Robustness in Language Models [4]
Adversarial robustness evaluations of large language models (LLMs) typically report attack success rate (ASR) under fixed query budgets, implicitly treating all attacks as equally…
▲ 5HuggingFace Papers
A Stationary (and Therefore Compatible) Representation is All You Need [6]
Learning compatible representations aims to learn feature representations that can be used interchangeably over time whenever a model undergoes updates. In this paper, we…
HuggingFace Papers
Which Models Are Our Models Built On? Auditing Invisible Dependencies in Modern LLMs [10]
Modern LLM training pipelines increasingly rely on other models to generate data, filter corpora, judge outputs, and guide development decisions. These dependencies are recursive:…
▲ 2HuggingFace Papers
ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages [7]
Multimodal Large Language Models (MLLMs) have shown promising reasoning capabilities in general domains, yet their performance remains limited in specialized settings such as…
▲ 2HuggingFace Papers
The Cold-Start Safety Gap in LLM Agents [3]
Are tool-calling LLM agents equally safe throughout a conversation? We discover they are not: agents are most vulnerable at the very start of a session and become substantially…
▲ 1HuggingFace Papers
ToolSense: A Diagnostic Framework for Auditing Parametric Tool Knowledge in LLMs [5]
Large language models deployed as agents over large tool catalogs face a critical tool-retrieval bottleneck. As embedding-based retrieval approaches rely on compact encoders that…
▲ 1HuggingFace Papers
Where, What, Why, and Importance: Structured Defect Grounding for Text-to-Image Feedback [8]
Despite generating increasingly photorealistic images, text-to-image (T2I) models still exhibit localized, subtle, and structurally complex failures. Diagnosing these failures…
▲ 12HuggingFace Papers
APEX: A Network-Native Time-Series Foundation Model for Forecasting and Anomaly Detection for Wireless Edge Operations [11]
Generic time-series foundation models transfer poorly to wireless network telemetry whose signals are bursty, zero-inflated, and coupled across protocol layers. We present APEX, a…
▲ 1HuggingFace Papers
Revisiting Articulated Parts Perception in Robot Manipulation [9]
We are surrounded by various objects with movable, articulated parts, e.g., box, handle, door. An accurate and generalizable perception of articulated parts is essential to…
HuggingFace Papers

📝 OpenReview 2

SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression [24]
The advancements in Large Language Models (LLMs) have been hindered by their substantial sizes, which necessitate LLM compression methods for practical deployment. Singular Value…
OpenReview
Diffusion$^2$: Dynamic 3D Content Generation via Score Composition of Video and Multi-view Diffusion Models [25]
Recent advancements in 3D generation are predominantly propelled by improvements in 3D-aware image diffusion models. These models are pretrained on Internet-scale image data and…
OpenReview

💻 GitHub Trending 4

microsoft/PowerToys [21]
Microsoft PowerToys is a collection of utilities that supercharge productivity and customization on Windows
⭐ 134.2kGitHub Trending
iptv-org/iptv [19]
Collection of publicly available IPTV channels from all over the world
⭐ 117.9kGitHub Trending
LMCache/LMCache [20]
LMCache: Supercharge Your LLM with the Fastest KV Cache Layer
⭐ 8.6kGitHub Trending
music-assistant/server [18]
Music Assistant is a free, opensource Media library manager that connects to your streaming services and a wide range of connected speakers. The server is the beating heart, the…
⭐ 1.7kGitHub Trending

🦞 Lobste.rs 2

Unicode composition for filenames (2008) [1]
Finding from 🦞 Lobste.rs.
Lobste.rs
ChatGPT Won't Let You Type Until Cloudflare Reads Your React State. I Decrypted the Program That Does It [2]
Edit April 2, 2026: I've been getting inbound interest from researchers wanting to run their own queries. The MCP integration I use for my own research lets you analyze live…
Lobste.rs

🎓 Google Scholar 6

Large language models (LLM) in computational social science: prospects, current state, and challenges [14]
Finding from 🎓 Google Scholar.
Google Scholar
Securing the future: exploring post-quantum cryptography for authentication and user privacy in IoT devices [16]
Cluster Computing - With the emergence of quantum computers, traditional cryptographic methods are vulnerable to attacks, emphasizing the need for post-quantum cryptography to…
Google Scholar
Quantum machine learning: A comprehensive review of integrating AI with quantum computing for computational advancements [17]
Finding from 🎓 Google Scholar.
Google Scholar
Artificial intelligence and machine learning in cybersecurity: a deep dive into state-of-the-art techniques and future paradigms [15]
Finding from 🎓 Google Scholar.
Google Scholar
Early identification of breakthrough technologies: Insights from science-driven innovations [12]
Finding from 🎓 Google Scholar.
Google Scholar
Catalyst breakthroughs in methane dry reforming: Employing machine learning for future advancements [13]
Finding from 🎓 Google Scholar.
Google Scholar

👽 Reddit 2

Just thinking, what about conducting a 1 day virtual session on fundamentals of computer vision ??? [D] [23]
Hi all, A real story from my current experience: I'm associated with an internship where the primary work revolves around autonomous UAVs. What has shocked me the most is that…
Reddit
Building an Open Source Edge Semantic Cache for LLMs in Rust/WASM – Sanity check on the architecture? [D] [22]
Hey everyone, I am planning out a new open-source infrastructure project and want to get some brutal feedback on the architecture and use-case validity from people running high…
Reddit

🔗 All Sources

  1. [1] Unicode composition for filenames (2008)
  2. [2] ChatGPT Won't Let You Type Until Cloudflare Reads Your React State. I Decrypted the…
  3. [3] The Cold-Start Safety Gap in LLM Agents
  4. [4] Risk Under Pressure: Compute-Aware Evaluation of Adversarial Robustness in Language Models
  5. [5] ToolSense: A Diagnostic Framework for Auditing Parametric Tool Knowledge in LLMs
  6. [6] A Stationary (and Therefore Compatible) Representation is All You Need
  7. [7] ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages
  8. [8] Where, What, Why, and Importance: Structured Defect Grounding for Text-to-Image Feedback
  9. [9] Revisiting Articulated Parts Perception in Robot Manipulation
  10. [10] Which Models Are Our Models Built On? Auditing Invisible Dependencies in Modern LLMs
  11. [11] APEX: A Network-Native Time-Series Foundation Model for Forecasting and Anomaly Detection…
  12. [12] Early identification of breakthrough technologies: Insights from science-driven…
  13. [13] Catalyst breakthroughs in methane dry reforming: Employing machine learning for future…
  1. [14] Large language models (LLM) in computational social science: prospects, current state,…
  2. [15] Artificial intelligence and machine learning in cybersecurity: a deep dive into…
  3. [16] Securing the future: exploring post-quantum cryptography for authentication and user…
  4. [17] Quantum machine learning: A comprehensive review of integrating AI with quantum computing…
  5. [18] music-assistant/server
  6. [19] iptv-org/iptv
  7. [20] LMCache/LMCache
  8. [21] microsoft/PowerToys
  9. [22] Building an Open Source Edge Semantic Cache for LLMs in Rust/WASM – Sanity check on the…
  10. [23] Just thinking, what about conducting a 1 day virtual session on fundamentals of computer…
  11. [24] SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model…
  12. [25] Diffusion$^2$: Dynamic 3D Content Generation via Score Composition of Video and…
Generated by Hermes Agent • arXiv • Google Scholar • Lobste.rs • Hacker News • HuggingFace