Carlos's Debrief

June 10, 2026 08:00
0ArXiv Papers
89Web Findings
89Total 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 10, 2026 08:00 — Curated by Hermes Research Scout

⚡ Quick Summary

📰 News Headlines

🌐 Web Findings

🤗 HuggingFace Papers 4

Autoregressive video generation has emerged as a powerful paradigm for World Action Models (WAMs). However, existing approaches suffer from slow training convergence and limited…
▲ 3HuggingFace Papers
Conditioning a language model on additional context, such as feedback on a previous attempt, typically improves its response. Self-distillation trains the model to retain this…
▲ 1HuggingFace Papers
Autoregressive video generators synthesize long videos by generating successive temporal segments, but their historical KV cache grows with video length. Existing bounded-cache…
HuggingFace Papers
Reference-free faithfulness metrics verify each atomic claim a model makes against ground truth, and are increasingly used to evaluate grounded generation. We show they share a…
HuggingFace Papers

🧪 Semantic Scholar 14

Multimodal Large Language Models (MLLMs) have demonstrated impressive capabilities in cross-modal understanding, but remain vulnerable to adversarial attacks through visual inputs…
📊 1 citesSemantic Scholar
Large Language Models (LLMs) exhibit remarkable capabilities but remain vulnerable to adversarial manipulations such as jailbreaking, where crafted prompts bypass safety…
📊 0 citesSemantic Scholar
Large language models (LLMs) demonstrate promising capabilities for automated security vulnerability detection, yet current evaluation methodologies lack statistical validation to…
📊 0 citesSemantic Scholar
GPT-4 and Mistral (Large Language Model) have strong language performance, but they are still susceptible to being hacked because of prompt injections, jailbreaking, or…
📊 0 citesSemantic Scholar
Large Language Model (LLM) agents are susceptible to Indirect Prompt Injection (IPI) attacks, where malicious instructions in retrieved content hijack the agent's execution.…
📊 2 citesSemantic Scholar
We prove that no continuous, utility-preserving wrapper defense-a function $D: X\to X$ that preprocesses inputs before the model sees them-can make all outputs strictly safe for a…
📊 2 citesSemantic Scholar
Large Language Models (LLMs) are increasingly vulnerable to Prompt Injection (PI) attacks, where adversarial instructions hidden within retrieved contexts hijack the model's…
📊 1 citesSemantic Scholar
This paper documents early research conducted in 2022 on defending against prompt injection attacks in large language models, providing historical context for the evolution of…
📊 0 citesSemantic Scholar
Large Language Models (LLMs), VisionLanguage Models (VLMs), and new agentic AI systems (e.g., LangChain and GraphChain) allow autonomous systems to reason and plan, and to…
📊 0 citesSemantic Scholar
One of the prominent challenges encountered in real-world data is an imbalance, characterized by unequal distribution of observations across different target classes, which…
📊 160 citesSemantic Scholar
Finding from 🧪 Semantic Scholar.
📊 145 citesSemantic Scholar
The landscape of diagnostic testing is undergoing a significant transformation, driven by the integration of artificial intelligence (AI) and machine learning (ML) into…
📊 168 citesSemantic Scholar
Finding from 🧪 Semantic Scholar.
📊 139 citesSemantic Scholar
Network security is crucial in today’s digital world, since there are multiple ongoing threats to sensitive data and vital infrastructure. The aim of this study to improve network…
📊 123 citesSemantic Scholar

📝 OpenReview 9

The Romansh language has several regional varieties, called idioms, which sometimes have limited mutual intelligibility. This linguistic diversity motivates the need for a…
OpenReview
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
Benchmarks are important tools for tracking the rapid advancements in large language model (LLM) capabilities. However, benchmarks are not keeping pace in difficulty: LLMs now…
OpenReview
Safety alignment and robustness of large language models (LLMs) remain critical challenges. This study presents a comprehensive evaluation of data generated using the SAGE…
OpenReview
Pluralistic AI alignment---accommodating diverse human values rather than a single canonical preference---requires agents to reason under multiple, often conflicting objectives,…
OpenReview
Current research in the area of automatic visual object recognition heavily relies on testing the performance of new algorithms by using benchmark data sets. Such data sets can be…
OpenReview
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
Recently, Zhang et al. have proposed the Diffusion Exponential Integrator Sampler (DEIS) for fast generation of samples from Diffusion Models. It leverages the semi-linear nature…
OpenReview
Diffusion models have significantly advanced the field of image synthesis, making the protection of their intellectual property (IP) a critical concern. Existing IP protection…
OpenReview

💻 GitHub Trending 17

Production-grade engineering skills for AI coding agents.
⭐ 50.5kGitHub Trending
PM Skills Marketplace: 100+ agentic skills, commands, and plugins — from discovery to strategy, execution, launch, and growth.
⭐ 14.1kGitHub Trending
Desktop app to manage markdown knowledge bases
⭐ 14.7kGitHub Trending
AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary
⭐ 38.7kGitHub Trending
🕵️‍♂️ Collect a dossier on a person by username from 3000+ sites
⭐ 31.7kGitHub Trending
FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit,…
⭐ 139.4kGitHub Trending
An agentic skills framework & software development methodology that works.
⭐ 223.2kGitHub Trending
Advanced DNS tunneling VPN for censorship bypass, optimized beyond DNSTT and SlipStream with low-overhead ARQ, resolver load balancing, high packet-loss stability and speed.
⭐ 5.0kGitHub Trending
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
⭐ 84.5kGitHub Trending
open-source healthcare ai
⭐ 2.1kGitHub Trending
A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.
⭐ 36.4kGitHub Trending
One brain for all your agents
⭐ 655GitHub Trending
π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.
⭐ 72.7kGitHub Trending
We write your reusable computer vision tools. 💜
⭐ 43.4kGitHub Trending
Agent Skills for Google products and technologies
⭐ 13.1kGitHub Trending
A straightforward method for training your LLM, from downloading data to generating text.
⭐ 5.0kGitHub Trending
A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written in Swift, and optimized for Apple silicon.
⭐ 28.7kGitHub Trending

🦞 Lobste.rs 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
Finding from 🦞 Lobste.rs.
Lobste.rs
Our next npm major version, v12, introduces security-related default changes to npm install. All these changes are available behind warnings in npm today on 11.16.0 or newer, so…
Lobste.rs
Finding from 🦞 Lobste.rs.
Lobste.rs
The long tail of software is finally getting the security attention it never could before.
Lobste.rs

🎓 Google Scholar 6

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

📰 Hacker News 2

Finding from 📰 Hacker News.
Hacker News
Finding from 📰 Hacker News.
Hacker News

👽 Reddit 32

Hi, Niels here from the open-source team at Hugging Face. I've recently relaunched paperswithcode.co as a source for finding the state of the art (SOTA) across various AI domains,…
Reddit
Found from iOS Simulator's files. Both of them are in espresso format There's also another compiled CoreML for concert ranking and based on the content inside of it looks like to…
Reddit
How will AI affect our ability to think and judge for ourselves? Our new paper co-authored by 30 experts explores epistemic risks —the threats AI poses to our collective capacity…
Reddit
Hello Reddit I've been working on QSPR (Quantitative Structure-Property Relationship) analysis for chemical compounds mentioned in the Jean-Claude Bradley Open Melting Point…
Reddit
Hey All, I am currently working on ASR models, and I have gathered some recent literature. From my literature search, it seems like the ASR models are getting more and more…
Reddit
I do AI research and keep juggling tabs: new ones on arXiv, trending ones on Hugging Face, famous ones somewhere else again.…
Reddit
Hi everyone, I work for a major berry company, and a large part of my role involves forecasting total industry crop volumes (weekly harvest/production forecasts) as well as future…
Reddit
Reason 458 why local LLMs are going to be a necessity submitted by /u/onil_gova [link] [comments]
Reddit
nobody expected HF there submitted by /u/jacek2023 [link] [comments]
Reddit
I can't imagine how arrogant one must be to make such a decision. People pay $200 a month for Anthropic to mess with their codebase. Imagine how they would humiliate their…
Reddit
Hi folks! Jay here from Cohere. we just officially launched North Mini Code after getting some great feedback from you guys this weekend on the unreleased version. I wanted to…
Reddit
https://marketplace.nvidia.com/en-us/enterprise/laptops-workstations/nvidia-rtx-pro-6000-blackwell-workstation-edition/ submitted by /u/panchovix [link] [comments]
Reddit
For such technology with clear importance and impact on all of us, I believe that making it open source is an ethical duty, otherwise, especially with the 1-sided politics of the…
Reddit
They're both available as q8_0 models named mtp-gemma-4-*.gguf on the root of the directory and in both q8_0 and larger quants within an MTP folder.…
Reddit
https://preview.redd.it/cugpphztz96h1.jpg?width=899&format=pjpg&auto=webp&s=2aa10f8b8f2a0ff666cdc2c63c1775ffd2ed7e7b…
Reddit
Early access was linked here a few days ago, but final release seems to be now. 30B A3B coding model. Weights: https://huggingface.co/CohereLabs/North-Mini-Code-1.0 Blog:…
Reddit
GGUF for the new Cohere 30B A3B model I haven't had a chance to test this yet, but I think it's related to https://github.com/ggml-org/llama.cpp/pull/24260 submitted by…
Reddit
Here are some graphs for the Local LLMs releases, it's strange except for the last month, i thought that this year was very heavy in terms of release, but is seems that the peak…
Reddit
SCAIL-2: Unifying Controlled Character Animation with End-to-end In-Context Conditioning SCAIL-2 is an open-source model for end-to-end controlled character animation . It…
Reddit
Long time lurker, and I say this as someone who genuinely loves this community and runs many local models myself. I’ve been using LLMs since the early GPT and LLaMA days.…
Reddit
Hey everyone. I'm brand new to running LLMs in general, even more new to running them locally, and the sheer number of tools available is absolutely overwhelming. Regarding…
Reddit
Hey r/LocalLLaMA , We just released Apodex 1.0 , and alongside our flagship API, we are releasing the weights for our Smol models (0.8B, 2B, and 4B) . Our core research focuses on…
Reddit
Previously I did post a thread on this. Now with some more details. GGUF downloads: Gemma-4-12B-it: https://huggingface.co/Zhongzhu/OSCAR-LLAMACPP-Gemma-4-12B-it-INT2-KV…
Reddit
https://preview.redd.it/68n8w6vcyf6h1.png?width=2047&format=png&auto=webp&s=bcad4afed8739b82acee4d9d3de5fd45ae0855bb https://huggingface.co/MooreThreads/MusaCoder-27B…
Reddit
Small: 30 billion parameters, 3B active. Efficient: Benchmarks to 33.4 on the Artificial Analysis Coding Index, competitive among similar sized models. Open Source: Apache 2.0…
Reddit
I'm trying to use Gemma 4 12B — the new encoder-free unified model (audio/vision/text in one) — for a one-pass audio → response voice assistant: feed the recorded WAV + system…
Reddit
vibe coding meaning 1: Thrown together without care, by dumping it all on the AI, without deeper understanding of, or interest in, how to make code good, modular, robust. vibe…
Reddit
I just feel i need to post this here again so more people see: Test around with throttling the power limits of your GPUs, you will often find that you can save tons of power with…
Reddit
Just a warning to anyone thinking about signing up to OpenCode Go/Zen. It appears that you are unable to delete your account. There are various GitHub issues open regarding this,…
Reddit
​ This is south Korean start up all-in on inference chip: https://furiosa.ai/renegade-spec Tsmc 5nm node Hynix HBM3 1.5TB/s 48GB VRAM TDP 180W Already tested on LG LLM. If they…
Reddit
Thank you to everyone who contributed to my previous post, providing feedback and various models to add, and questioning the rating system. You can now participate in a live blind…
Reddit

🔗 All Sources

  1. [1] addyosmani/agent-skills
  2. [2] phuryn/pm-skills
  3. [3] refactoringhq/tolaria
  4. [4] mvanhorn/last30days-skill
  5. [5] soxoj/maigret
  6. [6] x1xhlol/system-prompts-and-models-of-ai-tools
  7. [7] obra/superpowers
  8. [8] masterking32/MasterDnsVPN
  9. [9] harry0703/MoneyPrinterTurbo
  10. [10] maziyarpanahi/openmed
  11. [11] luongnv89/claude-howto
  12. [12] activeloopai/hivemind
  13. [13] ruvnet/RuView
  14. [14] roboflow/supervision
  15. [15] google/skills
  16. [16] FareedKhan-dev/train-llm-from-scratch
  17. [17] apple/container
  18. [18] Introducing Papers Without Code [P]
  19. [19] iOS 27 Siri is using WaveRNN and FastSpeech2 [D]
  20. [20] AI Epistemic Risks: Emerging Mechanisms & Evidence [R]
  21. [21] Should I Commit and Publish the Results? [R]
  22. [22] What will be the next breakthrough in ASR? [D]
  23. [23] I Built Paper Deck: A Better Way to Discover AI/ML Papers [P]
  24. [24] Time Series Forecasting for Agriculture/Crop Volume & Pricing – Looking for Advice [D]
  25. [25] Anthropic is intentionally nerfing Fable when asked to develop other LLMs
  26. [26] Rick & Morty
  27. [27] Without open llm competition, closed source LLM companies will become insatiable.
  28. [28] Releasing Cohere North Mini Code
  29. [29] Since when the RTX 6000 PRO is priced at 13250USD on the official NVIDIA Page?
  30. [30] Without open source LLMs, US AI companies could have already monopoled the technology
  31. [31] Unsloth Gemma 4 QAT MTP assistant models now available
  32. [32] People are making single-slot, half height pcie v100 with nvlink in China
  33. [33] Cohere North Mini Code 1.0
  34. [34] unsloth/North-Mini-Code-1.0-GGUF · Hugging Face
  35. [35] Local LLms releases
  36. [36] zai-org/SCAIL-2 · Hugging Face
  37. [37] Can you really replace paid models with a local model?
  38. [38] I'm brand new to running LLMs and the sheer number of tools is overwhelming
  39. [39] Watch agents fight: a live challenge to speed up Gemma 4 E4B inference on a single A10G
  40. [40] Releasing Apodex-1.0 Smol Models (0.8B, 2B, 4B Open-Weights) optimized for Agentic…
  41. [41] OSCAR RotationZoo - Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache…
  42. [42] MooreThreads/MusaCoder-27B • Huggingface
  43. [43] Cohere released North Mini Code: It's first Open-Source Agentic Coding Model
  44. [44] Anyone gotten Gemma 4 12B (unified audio) to actually attend to speech with a large…
  45. [45] hot take (or really not so hot take): WE ARE USING "VIBECODING" FOR TWO DIFFERENT THINGS…
  1. [46] PSA: Throttle GPU power limits, with minor performance deficits
  2. [47] Warning before signing up to OpenCode Go/Zen (Unable to easily delete your account/data)
  3. [48] Furiosa AI selling inference chip to consumer market will be a game changer to local llm
  4. [49] Text-to-Speech (TTS) Benchmark Revamped with Objective Standards and Blind Voting (46…
  5. [50] Q-MLLM: Vector Quantization for Robust Multimodal Large Language Model Security
  6. [51] SoK: a Comprehensive Causality Analysis Framework for Large Language Model Security
  7. [52] Statistical Implausibility Detection: A Framework for Identifying Evaluation…
  8. [53] Two-Layer Input Filtering Framework for Large Language Model Security
  9. [54] ICON: Indirect Prompt Injection Defense for Agents based on Inference-Time Correction
  10. [55] The Defense Trilemma: Why Prompt Injection Defense Wrappers Fail?
  11. [56] RedVisor: Reasoning-Aware Prompt Injection Defense via Zero-Copy KV Cache Reuse
  12. [57] Early Approaches to Adversarial Fine-Tuning for Prompt Injection Defense: A 2022 Study of…
  13. [58] Cross-Agent Multimodal Provenance-Aware Framework for Robust Prompt Injection Defense in…
  14. [59] Robust Language Identification for Romansh Varieties
  15. [60] SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model…
  16. [61] A benchmark of expert-level academic questions to assess AI capabilities
  17. [62] Efficacy of the SAGE-RT Dataset for Model Safety Alignment: A Comparative Study
  18. [63] Pluralistic AI Alignment Requires Inference-Time Multi-Objective Control
  19. [64] Comparison of Data Set Bias in Object Recognition Benchmarks
  20. [65] Diffusion$^2$: Dynamic 3D Content Generation via Score Composition of Video and…
  21. [66] Score Normalization for a Faster Diffusion Exponential Integrator Sampler (DEIS)
  22. [67] PlugMark: A Plug-in Zero-Watermarking Framework for Diffusion Models
  23. [68] Trojaned OpenSSH (in 2002)
  24. [69] 17 bugs in 10 weeks from AI security scanning
  25. [70] Upcoming breaking changes for npm v12
  26. [71] New reCaptcha requires approved phones to pass
  27. [72] ChatGPT Won't Let You Type Until Cloudflare Reads Your React State. I Decrypted the…
  28. [73] The Role of Feedback Alignment in Self-Distillation
  29. [74] Next Forcing: Causal World Modeling with Multi-Chunk Prediction
  30. [75] FadeMem: Distance-Aware Memory Consolidation for Autoregressive Video Diffusion
  31. [76] Precision Is Not Faithfulness: Coverage-Aware Evaluation of Grounded Generation with a…
  32. [77] Early identification of breakthrough technologies: Insights from science-driven…
  33. [78] Catalyst breakthroughs in methane dry reforming: Employing machine learning for future…
  34. [79] Large language models (LLM) in computational social science: prospects, current state,…
  35. [80] Artificial intelligence and machine learning in cybersecurity: a deep dive into…
  36. [81] Securing the future: exploring post-quantum cryptography for authentication and user…
  37. [82] Quantum machine learning: A comprehensive review of integrating AI with quantum computing…
  38. [83] Cybersecurity Product Launch Specifically Keeping AI in Focus
  39. [84] (https://www.youtube.com/watch?v=pDj1QhPOVBo)
  40. [85] Imbalanced Data Problem in Machine Learning: A Review
  41. [86] Systematic softening in universal machine learning interatomic potentials
  42. [87] Machine learning in point-of-care testing: innovations, challenges, and opportunities
  43. [88] A framework to evaluate machine learning crystal stability predictions
  44. [89] Signature-based intrusion detection using machine learning and deep learning approaches…