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Hi there, this is your daily ☕️ AIpresso.
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In today's newsletter: 🕵️ Hackers run AI on stolen networks 🦀 Nvidia adds Rust support for GPU code 🤖 Arm launches robotics AI framework 🛡️ Open-source AI exploits app source code Plus: 🎁 6 other news you might like, 🛠️ 5 engineering & practice picks, 🧰 7 tools, and 📚 5 papers.
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🕵️ Hackers run AI on stolen networks
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- Google's Threat Intelligence Group reported Tuesday that Chinese state-linked hackers are compromising third-party cloud networks and installing open-source AI models on them to run intrusion operations while evading detection.
- By deploying models on hacked systems rather than commercial chatbots, the attackers dodge activity monitoring and bypass the guardrails that would otherwise block a hosted service from assisting a hacking campaign.
- Agents now automate wide portions of intrusions, letting some groups finish an entire campaign in under six hours, though Google says it has not yet observed any fully autonomous, human-out-of-the-loop hacking operation.
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🦀 Nvidia adds Rust support for GPU code
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- NVIDIA is bringing native Rust to GPU kernel programming with two new projects, cuda-oxide and cutile-rs, that compile Rust directly to PTX rather than wrapping code written in another language, with maturation planned into 2027.
- cuda-oxide targets the SIMT model through a custom LLVM codegen backend and catches aliasing bugs like passing an output buffer as its own input at compile time, while cutile-rs works at the tile level, JIT-compiling through CUDA Tile IR on stable Rust 1.89.
- cutile-rs is already published on crates.io and used in HuggingFace's Grout engine and mistral.rs, though both projects are early-stage and not production-ready, with cuda-oxide in early alpha, incomplete coverage, moving APIs, and a pinned nightly toolchain still required for SIMT.
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🤖 Arm launches robotics AI framework
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- Arm launched Total Design for Physical AI alongside a Robotics Capability Framework, convening over 80 partners including AWS, Hugging Face, Liquid AI, Siemens, Qwen, and Unitree to set common standards for automated physical systems.
- The framework categorises robots across progressing capability tiers, from reactive to self-improving systems, patterned after SAE driving-automation levels, defining parameters for latency, compute placement, memory, power, determinism, and safety per tier.
- Total Design extends Arm's cloud-AI collaboration model to pre-silicon development using digital twins and virtual platforms, already demonstrated in automotive on the Zena CSS platform, though the robotics framework remains an early baseline still soliciting community contributions.
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🛡️ Open-source AI exploits app source code
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- Keygraph shipped Shannon 3.0, an open-source CLI pentester that reads a web app's source code, maps where it will likely break, then confirms each flaw with a live exploit under a strict "no exploit, no report" rule.
- The release adds an opt-in multi-stage code analysis pipeline that traces attacker-controlled data to sensitive operations; against Photoview 2.4.0, DeepSeek v4 Flash found 18 issues for $6.10, Grok 4.6 got 10 for $35, and Opus 5 caught 24 for $115.
- Version 3.0 rebuilds the CLI with resumable workspaces, ships GitHub Action and GitLab CI/CD components that fail builds on proven vulnerabilities, and exports PDF, Markdown, and SARIF 2.1.0, though it runs under AGPL-3.0 on operator-supplied models only.
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🛠️ Engineering & Practice
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Other
news & articles you might like
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Mistral raises €3B to make sovereign, open-weight AI the technology frontier
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OpenAI admits "monitorability" has tumbled for its new Astra model
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Anthropic adds a Claude code audit for skills that waste context
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Uno researchers report up to 3× faster AI without sacrificing quality
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OpenAI’s GPT-6 Astra model autonomously completes Portal in 24 hours — feat cost just $571 in tokens
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ChatGPT may soon learn your writing style from your Slack or Gmail
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📚 Trending papers & reports
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> Genetic evidence tagging gives lab and clinical researchers a shared, machine-readable format for capturing findings from biology papers, tested on six papers to yield 95 traceable claims, building AI-ready infrastructure for interpreting DNA variants.
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> Qlippy is a coding assistant for quantum software that pulls answers from a vetted knowledge base instead of guessing, helping developers track and reproduce error-prone experiments while cutting reliance on large, costly models.
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> Plant disease detection shrinks a heavyweight image model 54x, from ~327 MB to ~6 MB, letting farmers spot chilli crop diseases on cheap phones without losing the original ~95% accuracy.
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> Regional retail search can be personalized to each area's local shopping vocabulary and preferences without pooling customer data centrally, hitting ~92% accuracy, matching a privacy-violating setup while working across model types with no code changes.
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> Multi-stream model wiring reveals that a leading AI system does most of its important mixing in early layers, so its later stages can be simplified with almost no quality loss, pointing toward cheaper, faster models.
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🧰 Tools & repos
| Emergent: builds a full-stack app from a plain-English description, front end through deploy, and you own the code. Start free today |
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Widgo: an AI sales rep that answers visitors from your docs, identifies companies, scores intent, and books demos on your calendar automatically
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Agent Builder by Airtop: builds AI web agents from plain-English prompts to log in, browse sites, fill forms, and extract data without writing code.
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Knockin': turns your bio into an AI business card that answers questions in your voice, books meetings, and tracks visitors for easy follow-up.
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OpenMarket: a multi-agent marketplace where sellers pitch, competitors challenge claims, and truth agents verify evidence, so products win on merit not marketing.
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Readr: an ebook reader that answers questions in the margin, gives spoiler-free recaps, and reads pages aloud entirely on-device
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Trancy Air: translates and rewrites text in any app via keyboard shortcuts, supports voice input, fixes errors, polishes wording, and scores pronunciation
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You can check the previous tools here, or add your tool here
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Our AI Academy has 330+ step-by-step tutorials on ChatGPT, Claude, Perplexity, and every tool that matters. No fluff — just practical workflows you can use at work. Try it free for 7 days.
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