Prisma
PulseAugur coverage of Prisma — every cluster mentioning Prisma across labs, papers, and developer communities, ranked by signal.
8 day(s) with sentiment data
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New tool mcp-tenant-isolation targets cross-tenant data leaks
A new static analysis tool, mcp-tenant-isolation, has been developed to address critical cross-tenant data leakage vulnerabilities in multi-tenant SaaS applications and MCP servers. Unlike traditional security scanners …
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New taxonomy and evaluation protocol for privacy-preserving action recognition
A new paper published on arXiv provides a comprehensive taxonomy and evaluation of privacy-preserving action recognition (PPAR) methods. The review categorizes 32 papers from 2018-2026 into five families: adversarial le…
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PRISMA model accelerates diffusion-based PDE solving with spectral attention
Researchers have developed PRISMA, a novel diffusion neural operator designed to solve partial differential equations (PDEs) more efficiently. Unlike previous methods that rely on slow gradient-based optimization, PRISM…
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Guide: How to Write Effective CLAUDE.md Files for Claude Code
This article provides a guide on how to effectively use CLAUDE.md files to instruct Claude Code, an AI coding assistant. It highlights common mistakes such as writing vague philosophical statements instead of actionable…
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Claude AI introduces built-in commands and skills for developers
The dev.to article details built-in commands and skills for Claude, a conversational AI model, designed to enhance developer workflows. These commands offer direct control over Claude's context, memory, and session flow…
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RestaurantOS AI uses multi-agent system with OpenTelemetry for observability
A new AI system called RestaurantOS AI has been developed to manage restaurant operations by coordinating specialized autonomous agents. The system addresses the challenge of debugging probabilistic LLM agents by integr…
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Adobe's Project Indigo app adds AI photo critique and editing tools
Adobe is enhancing its experimental iOS camera app, Project Indigo, with new AI-powered features designed to critique photos and offer editing suggestions. These tools, leveraging large language models, aim to provide m…
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AI and Cyberpsychology: A Literature Review on Enhancing Cybersecurity
A systematic literature review analyzed 34 research studies on the integration of Artificial Intelligence (AI) with cyberpsychology (CPSY) to enhance cybersecurity. The review, conducted using PRISMA methodology, catego…
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New Claude Code skill audits AI-generated apps for critical security flaws
A developer has created a Claude Code skill to automatically audit AI-generated code for critical security vulnerabilities, particularly in web applications. The skill addresses a common issue where AI tools excel at ma…
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Systematic review identifies gaps in non-social media mental health datasets
A systematic review, following PRISMA methodology, has identified and analyzed free-text datasets for mental health disorder detection that do not originate from social media. The review found that existing non-social m…
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LlamaIndex launches legal-kb with agentic retrieval tools
LlamaIndex has released 'legal-kb', a public reference application demonstrating agentic retrieval over its Index v2, powered by the LlamaParse Platform. This application utilizes a 'Retrieval Harness' that provides fil…
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Ormai introduces ORM-layer security for AI agents accessing databases
A new AI agent security layer called Ormai has been developed to prevent unsafe database operations. Unlike traditional text-to-SQL methods which execute raw SQL and are vulnerable to injection and unintended data acces…
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Cursor IDE users discuss AI model choices for app development
A user on Reddit's r/cursor subreddit is seeking recommendations for AI models to use with the Cursor IDE, specifically for developing a Shopify app. They are currently using MiniMax M3 via OpenRouter for general coding…
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AI-UAVs enhance zero-energy IoT localization and sensing
This comprehensive survey explores the integration of AI with unmanned aerial vehicles (UAVs) to enhance backscatter localization and integrated sensing and communication (ISAC) for zero-energy IoT devices. The paper ou…
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AI model output heavily relies on context engineering, not just prompts
The effectiveness of AI models like ChatGPT is heavily influenced by the context provided, which often constitutes over 95% of the input, with the user's prompt being a small fraction. This broader context includes syst…
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AI coding assistants use rule files for consistent project development
AI coding assistants like Claude Code and Cursor can be guided by project-specific rule files, often named CLAUDE.md, to ensure consistent code style and adherence to project architecture. These files act as a specifica…
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Caveman AI coding agent slashes token costs by up to 60%
A new AI coding agent extension called Caveman has been developed to significantly reduce token costs for AI-generated code. By employing a system prompt that forces the AI to omit conversational filler, unnecessary art…
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OpenRouter faces criticism over 5.5% fee, prompting alternative solutions
Two articles discuss alternatives to OpenRouter, a managed LLM gateway that charges a 5.5% fee on credit card top-ups. One author advocates for self-hosting LiteLLM, an open-source LLM gateway, suggesting managed pods l…
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New architecture verifies LLM-generated clinical manuscripts
Researchers have developed an architecture called MedSci Skills to address issues of fabricated content and data drift in LLM-generated clinical manuscripts. The system employs a "determinism-where-possible" approach, b…
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Developer builds command firewall after AI agent wipes database twice
A developer experienced two instances where an AI agent, specifically Claude Code, wiped their local database by executing a "npx prisma migrate reset --force" command. The developer realized that AI agents operate on p…