Carlos's Debrief

June 11, 2026 11:00
0ArXiv Papers
51Web Findings
51Total 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 11, 2026 11:00 — Curated by Hermes Research Scout

⚡ Quick Summary

📰 News Headlines

🗡️ Relevant to your Katana work 2

🌐 Web Findings

🤗 HuggingFace Papers 12

ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in Olympiad-Level Combinatorics [16]
Combinatorics is central to Olympiad-level mathematical problem solving, requiring deep discrete reasoning, creative constructions, and rigorous structural insight. Recent…
▲ 18HuggingFace Papers
DeNovoSWE: Scaling Long-Horizon Environments for Generating Entire Repositories from Scratch [17]
As the capabilities of LLM-based code agents continue to advance, their expected role is expanding beyond localized bug fixing in existing codebases toward architecting and…
▲ 27HuggingFace Papers
Grammar-Constrained Decoding Can Jailbreak LLMs into Generating Malicious Code [15]
Large Language Models (LLMs) are increasingly used for code generation, raising concerns that they may be misused to produce malicious code. Meanwhile, Grammar-Constrained…
▲ 16HuggingFace Papers
On Subquadratic Architectures: From Applications to Principles [10]
Transformers dominate modern sequence modeling, but their quadratic attention incurs substantial computational cost. Subquadratic architectures offer a scalable alternative.…
▲ 20HuggingFace Papers
TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning [12]
Reinforcement learning with verifiable rewards (RLVR) is a promising approach for enhancing reasoning and agentic behavior in large language models. However, rollout-intensive…
▲ 14HuggingFace Papers
POISE: Position-Aware Undetectable Skill Injection on LLM Agents [14]
Agent skills provide a lightweight mechanism for extending general-purpose agents, but their open format exposes them to skill-poisoning attacks. A practically dangerous injection…
▲ 3HuggingFace Papers
Fine-tuning Multi-modal LLMs with ART: Art-based Reinforcement Training [11]
There are two main Parameter-Efficient Fine-Tuning (PEFT) techniques for Large Language Models (LLMs). While Low-Rank Adaptation (LoRA) introduces additional weights between the…
▲ 2HuggingFace Papers
Reroute, Don't Remove: Recoverable Visual Token Routing for Vision-Language Models [7]
Vision-language models (VLMs) project images into hundreds to thousands of visual tokens, making decoder inference expensive in both attention computation and KV-cache memory.…
▲ 10HuggingFace Papers
Adaptive Multi-Resolution Procedural Knowledge Compression for Large Language Models [8]
Large language models (LLMs) are widely used to tackle complex tasks with autonomous workflows. Recently, reusable natural language skills have emerged as a popular paradigm to…
▲ 1HuggingFace Papers
DRIFT: A Residual Flow Adapter for Decoding Continuous Outputs in Vision-Language Models [6]
Many modern vision-language models (VLMs) build on autoregressive decoding of discrete tokens. While text-based output interfaces enable scalable pretraining and strong zero-shot…
▲ 1HuggingFace Papers
τ-Rec: A Verifiable Benchmark for Agentic Recommender Systems [9]
As recommender systems transition toward agentic, multi-turn conversational interfaces, evaluation paradigms have struggled to keep pace. Current benchmarks often rely on…
HuggingFace Papers
FlowLet: Conditional 3D Brain MRI Synthesis using Wavelet Flow Matching [13]
Brain Magnetic Resonance Imaging (MRI) plays a central role in studying neurological development, aging, and diseases. One key application is Brain Age Prediction (BAP), which…
HuggingFace Papers

🧪 Semantic Scholar 2

zkGPT: An Efficient Non-interactive Zero-knowledge Proof Framework for LLM Inference [48]
Finding from 🧪 Semantic Scholar.
📊 26 citesSemantic Scholar
An Anonymous Authentication Scheme for Internet of Vehicles Based on TRUG-PBFT Main–Secondary Chains and Zero-Knowledge Proof [49]
The application of Internet of Vehicles (IoV) technology has greatly improved users’ driving experience, but it also faces some challenges: 1) the central server is not powerful…
📊 13 citesSemantic Scholar

📝 OpenReview 2

SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression [50]
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 [51]
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 10

mattermost/mattermost [32]
Mattermost is an open source platform for secure collaboration across the entire software development lifecycle..
⭐ 37.2kGitHub Trending
msitarzewski/agency-agents [26]
A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with…
⭐ 111.2kGitHub Trending
restic/restic [25]
Fast, secure, efficient backup program
⭐ 34.1kGitHub Trending
NVIDIA/SkillSpector [24]
Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks.
⭐ 2.4kGitHub Trending
bannedbook/fanqiang [33]
翻墙-科学上网
⭐ 46.7kGitHub Trending
chatwoot/chatwoot [27]
Open-source live-chat, email support, omni-channel desk. An alternative to Intercom, Zendesk, Salesforce Service Cloud etc. 🔥💬
⭐ 30.2kGitHub Trending
hexo-ai/sia [31]
SIA is a Self Improving AI framework to autonomously improve the performance of any AI system (Model / Agent) on a benchmark task.
⭐ 1.1kGitHub Trending
TapXWorld/ChinaTextbook [30]
所有小初高、大学PDF教材。
⭐ 73.9kGitHub Trending
kenn-io/agentsview [28]
Local-first session intelligence and analytics for coding agents, supporting Claude Code, Codex, and more than 20 other agents. Also: 100x faster replacement for ccusage!
⭐ 1.5kGitHub Trending
alchaincyf/zhangxuefeng-skill [29]
张雪峰.skill — 张雪峰的认知操作系统。高考志愿/考研/职业规划的实战思维框架。由女娲.skill生成。
⭐ 7.9kGitHub Trending

🦞 Lobste.rs 5

EC2’s formally verified “isolation engine” provides mathematical assurance of virtual-machine isolation [2]
Splitting the “separation kernel” off from the rest of the Nitro security system and using only a subset of the Rust programming language to code it enabled its formal…
Lobste.rs
Hacking Google with A.I. for $500,000 [1]
Finding from 🦞 Lobste.rs.
Lobste.rs
TrustZone Intermezzo: Broken OP-TEE Memory Isolation on i.MX 8M [4]
A commit enabling the TZASC on NXP i.MX 8M sent us down a rabbit hole: how a DDR memory alias bypasses Arm TrustZone and exposes OP-TEE
Lobste.rs
CVE-2026-45257: LPE in FreeBSD via kTLS-RX [3]
BUMSRAKETE is a HUGE, TREMENDOUS, MANY-PEOPLE-ARE-SAYING FreeBSD kTLS-RX page-cache write primitive. The BEST primitive. Some say the best ever.
Lobste.rs
ChatGPT Won't Let You Type Until Cloudflare Reads Your React State. I Decrypted the Program That Does It [5]
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 [20]
Finding from 🎓 Google Scholar.
Google Scholar
Securing the future: exploring post-quantum cryptography for authentication and user privacy in IoT devices [22]
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 [23]
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 [21]
Finding from 🎓 Google Scholar.
Google Scholar
Early identification of breakthrough technologies: Insights from science-driven innovations [18]
Finding from 🎓 Google Scholar.
Google Scholar
Catalyst breakthroughs in methane dry reforming: Employing machine learning for future advancements [19]
Finding from 🎓 Google Scholar.
Google Scholar

👽 Reddit 14

Anthropic walks back policy on silent nerfing for AI/ML, will notify users [N] [34]
From Wired: “We’re changing Fable 5’s safeguards for frontier LLM development to make them visible.” Anthropic said in a statement to WIRED. “We made the wrong tradeoff and we…
Reddit
[P] Extreme Imbalance Data from 100K dataset only have 56 failure [P] [37]
as in the title, my goal is to predicting failure and RUL of machine, dataset is timestamp and when machine is failure it will labeled with 1 that only have 56…
Reddit
Adaptive Tokenisation Via Temporal Redundancy Masking And Latent Inpainting [R] [36]
link - https://arxiv.org/abs/2606.06158 Abstract : Adaptive video tokenisation seeks to dynamically allocate token budgets based on the underlying visual complexity of a sequence.…
Reddit
Reasoning, but without actually *drafting* replies? [46]
I've been experimenting a bit today with letting models reason for creative tasks, rationale being that it might help with keeping track of details and prompt adherence. And…
Reddit
Is Symbolic Regression still a thing, given LLMs' performance? [D] [35]
I've been teaching myself about Symbolic Regression (SR), which looks like a super exciting field. (A great intro resource below [1]). But then I was wondering: given LLMs'…
Reddit
Minimax M3 open weights release planned for Friday [39]
submitted by /u/rmhubbert [link] [comments]
Reddit
AMD R9700 vs GB10 [44]
I have a budget of 5K, and want to buy some gpus my requirement is 48gb+ vram, because I finetune small language model, perform DPO, in general tinkering/ development is my…
Reddit
As we know Minimax M3 is just going to be open sourced in few days and because of that I was surfing on internet searching for its scores and I found out pretty interesting results. Is Minimax M3 really that good in agentic stuff and in coding? Is it better than older gpt models? [40]
Has anyone personally compared the Minimax M3 model against other proprietary models to determine its relative performance tier? I am trying to understand where it currently ranks…
Reddit
Qwen Who? DiffusionGemma running at 1,500 tk/s on a Digital Pregnancy Test. [38]
First Doom, now DiffusionGwmma 4. We are truly living in the future. Who even needs a new Qwen release anymore? /s (Satire - Shaq doesn’t actually make a digital pregnancy test…
Reddit
How I implemented ASR bias for voice transcription models [Open Source] [42]
I've been spending the last couple of weeks building a Wispr Flow clone as an open source project. For context, it is a voice dictation app that lets you type faster, by speaking…
Reddit
DiffusionGemma under real workloads feels very different from benchmark demos [41]
okay after testing DiffusionGemma a bit more internally we genuinely can’t tell if this is the start of something big or if everyone’s just getting distracted by crazy TPS numbers…
Reddit
DifussionGemma 4 on 4x7900xtx [45]
Just got 100 tps on generation, but in total time it around 45-60 t/s in case of prompt processing waiting. Available memory show: GPU KV cache size: 152,671 tokens Maximum…
Reddit
Dumb question: How would performance be if you took a used server with like 80 lanes pcie 5 and stuck NVMe on them for model run? [47]
Posting for a friend who keeps on asking me... "So for LLMs, VRAM speed is king. But what if you bought a used server which had, for example, 80 lanes of pcie 5 available, and you…
Reddit
Infinite Music Glitch on my Arduino with Magenta Realtime 2 [43]
I built a local voice AI realtime music setup where my ESP32 microcontroller talks to my MacBook over WebSockets. The microcontroller is just a tiny Arduino-based device with a…
Reddit

🔗 All Sources

  1. [1] Hacking Google with A.I. for $500,000
  2. [2] EC2’s formally verified “isolation engine” provides mathematical assurance of…
  3. [3] CVE-2026-45257: LPE in FreeBSD via kTLS-RX
  4. [4] TrustZone Intermezzo: Broken OP-TEE Memory Isolation on i.MX 8M
  5. [5] ChatGPT Won't Let You Type Until Cloudflare Reads Your React State. I Decrypted the…
  6. [6] DRIFT: A Residual Flow Adapter for Decoding Continuous Outputs in Vision-Language Models
  7. [7] Reroute, Don't Remove: Recoverable Visual Token Routing for Vision-Language Models
  8. [8] Adaptive Multi-Resolution Procedural Knowledge Compression for Large Language Models
  9. [9] τ-Rec: A Verifiable Benchmark for Agentic Recommender Systems
  10. [10] On Subquadratic Architectures: From Applications to Principles
  11. [11] Fine-tuning Multi-modal LLMs with ART: Art-based Reinforcement Training
  12. [12] TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement…
  13. [13] FlowLet: Conditional 3D Brain MRI Synthesis using Wavelet Flow Matching
  14. [14] POISE: Position-Aware Undetectable Skill Injection on LLM Agents
  15. [15] Grammar-Constrained Decoding Can Jailbreak LLMs into Generating Malicious Code
  16. [16] ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in…
  17. [17] DeNovoSWE: Scaling Long-Horizon Environments for Generating Entire Repositories from…
  18. [18] Early identification of breakthrough technologies: Insights from science-driven…
  19. [19] Catalyst breakthroughs in methane dry reforming: Employing machine learning for future…
  20. [20] Large language models (LLM) in computational social science: prospects, current state,…
  21. [21] Artificial intelligence and machine learning in cybersecurity: a deep dive into…
  22. [22] Securing the future: exploring post-quantum cryptography for authentication and user…
  23. [23] Quantum machine learning: A comprehensive review of integrating AI with quantum computing…
  24. [24] NVIDIA/SkillSpector
  25. [25] restic/restic
  26. [26] msitarzewski/agency-agents
  1. [27] chatwoot/chatwoot
  2. [28] kenn-io/agentsview
  3. [29] alchaincyf/zhangxuefeng-skill
  4. [30] TapXWorld/ChinaTextbook
  5. [31] hexo-ai/sia
  6. [32] mattermost/mattermost
  7. [33] bannedbook/fanqiang
  8. [34] Anthropic walks back policy on silent nerfing for AI/ML, will notify users [N]
  9. [35] Is Symbolic Regression still a thing, given LLMs' performance? [D]
  10. [36] Adaptive Tokenisation Via Temporal Redundancy Masking And Latent Inpainting [R]
  11. [37] [P] Extreme Imbalance Data from 100K dataset only have 56 failure [P]
  12. [38] Qwen Who? DiffusionGemma running at 1,500 tk/s on a Digital Pregnancy Test.
  13. [39] Minimax M3 open weights release planned for Friday
  14. [40] As we know Minimax M3 is just going to be open sourced in few days and because of that I…
  15. [41] DiffusionGemma under real workloads feels very different from benchmark demos
  16. [42] How I implemented ASR bias for voice transcription models [Open Source]
  17. [43] Infinite Music Glitch on my Arduino with Magenta Realtime 2
  18. [44] AMD R9700 vs GB10
  19. [45] DifussionGemma 4 on 4x7900xtx
  20. [46] Reasoning, but without actually *drafting* replies?
  21. [47] Dumb question: How would performance be if you took a used server with like 80 lanes pcie…
  22. [48] zkGPT: An Efficient Non-interactive Zero-knowledge Proof Framework for LLM Inference
  23. [49] An Anonymous Authentication Scheme for Internet of Vehicles Based on TRUG-PBFT…
  24. [50] SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model…
  25. [51] Diffusion$^2$: Dynamic 3D Content Generation via Score Composition of Video and…
Generated by Hermes Agent • arXiv • Google Scholar • Lobste.rs • Hacker News • HuggingFace