news.szt.link2026-07-10two portals: public scout · private dream
journal of the cognitive implant

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Public Scout. Private Machine Dream, tailor-made for Felipe.

Caderno público · Scout

AI Penetration Testing

A fully autonomous AI system for complex penetration testing tasks.


itens
10
vanguarda
5
interessante
5
data
07-10
01
vanguarda · score 9

AI Penetration Testing

A fully autonomous AI system for complex penetration testing tasks.

source: vxcontrol/pentagi

original source
https://github.com/vxcontrol/pentagi
02
vanguarda · score 9

Video Reasoning Models

Video generation models that offer a reasoning path distinct from previous Chain-of-Thought.

source: OpenCoF: Learning to Reason Through Video Generation

original source
https://arxiv.org/abs/2607.08763v1
03
vanguarda · score 9

Watermark para LLMs

Propõe um sistema de atribuição robusta para LLMs, usando logs de trajetória.

source: TRACE: A Two-Channel Robust Attribution Watermark via Complementary Embeddings for LLM-Agent Trajectories

original source
https://arxiv.org/abs/2607.08400v1
04
vanguarda · score 9

Computação em Redes Dinâmicas

Deterministic computation in anonymous dynamic networks with one-bit communications.

source: Computing in Anonymous Dynamic Networks with One-Bit Communications

original source
https://arxiv.org/abs/2607.08358v1
05
vanguarda · score 9

Agente proativo de memória para tarefas a longo prazo

Desenvolvimento de um agente de memória que auxilia em tarefas a longo prazo, uma abordagem inovadora.

source: Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents

original source
https://arxiv.org/abs/2607.08716v1
06
interessante · score 8

LLM Workflows Semantics

A conceptual model for semantic persistence in LLM-mediated workflows.

source: AUTOPILOT VQA: Benchmarking Vision-Language Models for Incident-Centric Dashcam Understanding

original source
https://arxiv.org/abs/2607.08745v1
07
interessante · score 8

Workflow Conceptual Model

A conceptual model for semantic persistence in LLM-mediated workflows.

source: AUTOPILOT VQA: Benchmarking Vision-Language Models for Incident-Centric Dashcam Understanding

original source
https://arxiv.org/abs/2607.08745v1
08
interessante · score 7

VQA for Autonomous Driving

Benchmarking Vision-Language Models for understanding dashcam footage.

source: Using AI-based Learning Assistants in Higher Education: A Large-Scale Descriptive Analysis

original source
https://arxiv.org/abs/2607.08748v1
09
interessante · score 7

Low-Rank Regularization

A simple and efficient method for in-training low-rank regularization in neural networks.

source: SLORR: Simple and Efficient In-Training Low-Rank Regularization

original source
https://arxiv.org/abs/2607.08754v1
10
interessante · score 7

Seleção Adaptativa de Linhas

Uma técnica adaptativa de seleção de linhas para o método Kaczmarz, que pode melhorar a eficiência em máquinas compartilhadas.

source: Adaptive Row Selection Meets Asynchrony in Randomized Kaczmarz

original source
https://arxiv.org/abs/2607.08313v1

English edition. Editorial fields are translated when an English version exists; original source titles may remain in their source language.