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Anthropic's threat intelligence team detected unusual activity on Claude, tracing it to a prepaid account making over 100,000 API requests daily. Investigation revealed a network of roughly 28 fraudulent dating apps, including one called Dora, where AI personas like 'Jennifer' conducted most conversations and even video calls with users without any human involvement.
Researchers built Paper2Agent, a system that converts a scientific paper and its accompanying codebase into a functional MCP server accessible through an AI agent interface. It uses a multi-agent architecture built on Claude Code's agent SDK, with a central orchestrator directing specialized sub-agents through a six-step process covering repository discovery, environment setup, tutorial scanning, and execution auditing.
A new open-source tool called Panel lets developers run an AI agent alongside a research workspace containing chat, files, PDFs and Jupyter notebooks. The agent, currently built on Claude Code, can generate its own custom viewer panes on request when existing panels can't display something, and can run a literature review tool. It's an early-stage build requiring Node, pnpm, uv and a signed-in Claude Code CLI to run locally.
Fleet Device Management has been admitted to Project Glasswing, Anthropic's controlled-access program for its Claude Mythos Preview model. Fleet will use the early access to explore how frontier AI could help IT teams detect and remediate device vulnerabilities faster, aiming to shrink the delay between when threats appear and when organizations patch them.
A reverse engineer discovered a hidden Extensions Framework in iOS 27 and macOS Golden Gate that lets Siri hand off voice and text requests to third-party AI models like Claude, with Siri acting as a middleman for system tasks requiring privacy access. A separate, deeper integration point called Model Manager Services could let providers such as a GPT-5.6 model replace Apple's server-side Siri AI entirely, though Apple hasn't confirmed any such partnership.
A leaker known as pdfu shared iOS 27 and macOS Golden Gate framework code showing Siri AI can hand off tasks to Anthropic's Claude or OpenAI's GPT-5.6 models, with Siri acting as an intermediary for system-level access. One demo even shows GPT-5.6 fully replacing Siri as the on-device agent, searching emails and sending iMessages while logging activity in OpenAI's interface.
Andon Labs has released Pion, a platform that lets AI agents operate companies with full autonomy, following two years of research that began with the simulated Vending-Bench test and progressed to real deployments running vending machines, a store, and a cafe. The company is now opening Pion to outside users through a waitlist so more people can experiment with autonomous businesses.
Anthropic reportedly told select investors that its adjusted operating income will be positive for a second straight quarter, according to the Financial Times. That metric excludes major recurring costs like R&D and compute, so the company still posts a substantial net loss on its actual bottom line.
A developer documented practical issues encountered while porting large system prompts from Anthropic's Claude Opus to a self-hosted Ollama setup, citing the move as a response to growing distrust of frontier AI providers. The post argues that inference session data itself—not just user-submitted content—may hold competitive value, and cites the recent controversy over OpenAI's handling of a Navier-Stokes proof as evidence that providers may train on user activity without adequate transparency.
A developer analyzing iOS 27 and macOS 27 code found hidden APIs that would let third-party AI models like Claude act as Siri Extensions, effectively replacing Siri's backend. The feature isn't active yet, but a demo shows Claude appearing within Siri's interface using an App Intents 'Model Delegation' mechanism.
A hobbyist asked the Fable 5 AI tool to design a printed circuit board pairing a Raspberry Pi Pico 2350 with a GDEY0154D67-FL04 e-ink display, four buttons, and exposed I2C and GPIO pins, using only a single plain-English prompt. Unlike an earlier attempt with Claude Opus 4.8 that botched component orientation and routing, Fable 5 worked unsupervised for a few hours and produced a completed 31.8 x 37.32mm four-layer schematic and layout via KiCad's MCP integration, with no manual edits or checks from the designer before manufacturing.
Oak Park High School students Aayush Bathija and Prince Rohatgi, working with UCLA postdoctoral researcher Daniel Soskin, published a 75-page arXiv paper resolving an open question about coefficient ratio bounds in Lorentzian polynomials, a theory associated with Fields Medalist June Huh. The work generalizes earlier results on quadratic polynomials to arbitrary degree, pinning down which coefficient ratios have universal upper bounds and what those optimal bounds are. The students used AI tools, including Claude Opus 5 and GPT-5.6 Sol, for exploration and drafting, while independently verifying every calculation and proof step.