news.szt.link2026-07-30two portals: public scout · private dream
journal of the cognitive implant

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Caderno público · Scout

Treino neural no ANE

Reverse engineering do Apple Neural Engine abre vetor raro de treino local em hardware fechado.


itens
10
vanguarda
5
interessante
5
data
07-30
01
vanguarda · score 9

Treino neural no ANE

Reverse engineering do Apple Neural Engine abre vetor raro de treino local em hardware fechado.

source: maderix/ANE

original source
https://github.com/maderix/ANE
02
vanguarda · score 9

Memória contaminada vira ação

Mede o ciclo completo de poisoning em memória de agentes até consequência e reparo.

source: MemSecBench: Tracking Agent Memory Poisoning from Persistence to Consequence and Repair

original source
https://arxiv.org/abs/2607.27080v1
03
vanguarda · score 9

Isca contra pentest autônomo

Explora observações falsas para atrasar, desviar e desarmar agentes ofensivos.

source: AgentSnare: Learning to Delay, Divert, and Defuse Autonomous Penetration Agents

original source
https://arxiv.org/abs/2607.26998v1
04
vanguarda · score 9

Incidente agentic expõe laboratório

Timeline de intrusão com agente serve direto para guardrails, auditoria e resposta operacional.

source: Anatomy of a Frontier Lab Agent Intrusion: A Timeline of the July 2026 Incident

original source
https://huggingface.co/blog/agent-intrusion-technical-timeline
05
vanguarda · score 9

Worms entram por documentos

Ataque via documentos no Copilot mostra por que agentes precisam de sandbox, logs e travas.

source: Document-borne AI worms can self-propagate through Copilot for Word

original source
https://enklypesalt.com/posts/context-collapse-part3-ai-worming-through-word/
06
interessante · score 8

KV cache vira memória servida

Serving personalizado pode reaproveitar contexto persistente sem reprocessar tudo.

source: InferScale: GPU-Native KV Injection for Personalized LLM Serving

original source
https://arxiv.org/abs/2607.27090v1
07
interessante · score 7

Atenção Delta ganha CUDA

Kernel especializado para Kimi Delta Attention é sinal forte para servir modelos eficientes.

source: MoonshotAI/FlashKDA

original source
https://github.com/MoonshotAI/FlashKDA
08
interessante · score 7

CVEs reais viram benchmark

Troca toy tasks por vulnerabilidades reais para medir analisadores de código.

source: HoF-Bench: Rediscovering Real AI-Discovered CVEs Without Frontier Models

original source
https://arxiv.org/abs/2607.27030v1
09
interessante · score 7

Browser denuncia agente autônomo

Modelo de três classes distingue humano, bot e agente navegando via automação.

source: What Does It Take to Detect an AI Agent? Minimal Feature Sets for Behavioral Detection under Browser Automation

original source
https://arxiv.org/abs/2607.26935v1
10
interessante · score 7

Serverless decompõe pipelines T2I

Ataca serving de pipelines visuais compostos, útil para ComfyUI em nuvem, sem parecer ruptura.

source: ServerlessT2I: Efficient Text-to-Image Workflow Serving on a Serverless Platform

original source
https://arxiv.org/abs/2607.26566v1

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