#citizen science
73 related articles
Count Binface: Political Satire and th…
·3 min
Count Binface: Political Satire and the Semiotics of Communication in the Digital Age
An analysis of Britain's 'space warrior' Count Binface through communication mechanisms and identity symbols: why a satirical candidate in a trash-can helmet keeps cutting through the noise in the algorithm-driven social media era.
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·2 min
EU Warns Meta of Fines Over Addictive Design Under DSA
The European Commission accuses Meta's Facebook and Instagram of violating the DSA through addictive designs like infinite scroll and autoplay, risking fines up to 6% of global revenue.
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·7 min
ManagedAgents.sh: A Deep Dive into the Model-Agnostic Open-Source Managed Agent Platform
ManagedAgents.sh is a model-agnostic managed agent platform from OpenComputer, supporting Claude, Pi, and Codex runtimes with Slack and GitHub integration.
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·2 min
AI App Development in Practice: Why Prompts Are the Core of Your Product
A veteran AI app developer's real-world experience reveals: what determines success for knowledge bases and Agents isn't model choice — it's prompt design.
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·6 min
The Transparency Crisis in AI Public Procurement: What the Palantir Controversy Means for Government AI Strategy
The Palantir procurement controversy reveals hidden risks in government AI strategy: opaque contracts, vendor lock-in, and oversight gaps. A deep analysis of AI public governance challenges.
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·5 min
Context Graphs: The Key Technology for AI Agents to Remember and Reuse Past Decisions
Context Graphs use graph structures to store decisions, causal relationships, and outcomes, enabling AI agents to accumulate experience and reuse historical decisions without modifying model weights.
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·3 min
Python for Absolute Beginners: A Complete Breakdown of a 10-Hour Systematic Course
Breaking down a 10-hour Python course for absolute beginners — covering syntax, OOP, functional programming, web scraping, and automation, with mind maps and exercises.
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·7 min
Electron + LangGraph in Practice: Building an AI Agent Visual Orchestration App from Scratch
A hands-on guide to building an enterprise-grade AI Agent workflow orchestration app with Electron Forge and LangGraph, covering local LLM deployment (Qwen3-0.6B), node-based visual canvas design, and full Function Calling integration.
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·6 min
America's 250th Anniversary: Behind the Fireworks, Founding Ideals Still Face Serious Challenges
As the U.S. marks its 250th anniversary with France lighting the Eiffel Tower and Japan setting off fireworks, its founding ideals of liberty and democracy face ongoing threats.
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·7 min
A Complete Guide to LangGraph's Core Concepts: The Framework of Choice for Enterprise Agent Development
An in-depth analysis of LangGraph's core concepts: short-term and long-term storage mechanisms, its differences from LangChain, the MIT open-source license, and private deployment solutions for enterprise Agent development.
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·5 min
Why Speed Is the Most Important Quality of Software
Software speed isn't just a performance metric — it's a core feature shaping user experience and trust. Learn how responsiveness drives creativity, flow, and lasting competitive advantage.
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·4 min
Tencent Marvis Hands-On: How Multi-Agent AI Takes Over Your Computer
Deep dive into Tencent's Marvis AI agent: multi-agent architecture, intelligent file organization, document analysis, cross-device sync, and local privacy mode explained.
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·7 min
App Builder: Generate Runnable Applications from a Single Sentence — A New Paradigm in AI Programming Tools
App Builder generates single-file runnable apps from natural language, with real-time sandbox preview and conversational revision. Deep analysis of its workflow, architecture, limitations, and costs.
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·7 min
Vibecoding in Practice: How to Guide AI to Precisely Borrow from Open-Source Projects Without Going Off Track
In AI-assisted coding, having AI borrow from open-source projects often leads to wholesale copying. This article uses the GapGun audio tool as a case study to show how to set borrowing boundaries and guide AI precisely.
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·7 min
Cost Optimization for AI Agent Fleets: Why an Expensive Commander + Cheap Workers Is More Cost-Effective
Deep analysis of multi-agent system cost optimization: why the 'expensive commander + cheap workers' combination outperforms all-frontier fleets, covering decision-intent cost logic and Sonnet 5 tokenizer traps.
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·3 min
Python Beginner's Guide from Scratch: Why Python Is Your Best Choice
A complete Python beginner's guide covering language features, six ideal learner profiles, and seven application areas. Discover why Python is the best choice for coding beginners and AI learners.
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·2 min
Interactive Essays: A New Content Creation Paradigm Worth Diving Into
Interactive essays blend text with visualizations and simulators for active learning. Explore their definition, cognitive science benefits, AI-era opportunities, and how to get started.
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·3 min
Why Trump Would Rather Sacrifice the Economy to Build an Iran War Legacy
Analysis of Trump's second-term shift from economic populism to legacy-building, prioritizing Iran and Venezuela over inflation and voter concerns.
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·2 min
UK Pilots AI Planning Approval System: Processing Time Expected to Be Cut by 50%
The UK government pilots an AI planning approval system with DSIT, MHCLG, and i.AI, aiming to cut housing planning processing time by 50% through automated document review and intelligent triage.
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·3 min
Replit President: Writing Code Will Become Insignificant — Ideas Are Everything
Replit's president shares insights on AI programming's future: how a 40M-user platform uses Claude to eliminate coding barriers, making natural language the new programming language.
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