AI & Research

AI and the Future of Peer Review: What Researchers Should Expect

AI and the Future of Peer Review: What Researchers Should Expect

Peer review is the bottleneck of academic knowledge production — it's slow, inconsistent, and conducted by the same overcommitted researchers who are

未知作者 未知作者 2026-05-23
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Fine-Tuning vs Prompting: When to Train and When to Prompt

Fine-Tuning vs Prompting: When to Train and When to Prompt

Fine-tuning and prompting are two different ways to adapt a language model's behaviour for a specific task. The decision between them is one of the mo

未知作者 未知作者 2026-05-18
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Multi-Agent AI Systems: Architectures and Design Patterns

Multi-Agent AI Systems: Architectures and Design Patterns

Single-agent AI systems have clear limits: context window constraints, the difficulty of parallelising work, and the challenge of maintaining coherent

未知作者 未知作者 2026-05-16
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Language Learning with AI: What Works and What Doesn’t

Language Learning with AI: What Works and What Doesn’t

AI tools have changed language learning faster than any technology since the audio cassette — but the change is uneven and frequently misunderstood. A

未知作者 未知作者 2026-05-13
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Using the Claude API: A Practical Getting-Started Guide

Using the Claude API: A Practical Getting-Started Guide

The Claude API (provided by Anthropic) gives programmatic access to Claude models for developers building applications, tools, and workflows. This gui

未知作者 未知作者 2026-05-11
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Prompt Engineering for Developers: Moving Beyond the Basics

Prompt Engineering for Developers: Moving Beyond the Basics

Most developers using LLMs in 2025 know the basics of prompting — clear instructions, examples, breaking tasks into steps. The techniques that actuall

未知作者 未知作者 2026-05-09
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Building AI Agents: Patterns That Actually Work

Building AI Agents: Patterns That Actually Work

AI agents — systems where a language model takes sequences of actions, observes the results, and decides what to do next — have moved from a research

未知作者 未知作者 2026-05-06
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AI for Science Communication: Making Your Research Understandable Beyond Your Field

AI for Science Communication: Making Your Research Understandable Beyond Your Field

Science communication — explaining research to non-specialists through media, policy briefs, public lectures, and social media — is increasingly expec

未知作者 未知作者 2026-05-06
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How Large Language Models Actually Work: A Technical Introduction

How Large Language Models Actually Work: A Technical Introduction

Large language models (LLMs) like GPT-4, Claude, and Gemini are neural networks — but understanding what that means practically, and what distinguishe

未知作者 未知作者 2026-05-03
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Claude vs Codex vs Cursor: The Real Differences for Developers in 2026

Claude vs Codex vs Cursor: The Real Differences for Developers in 2026

Developers in 2026 have more AI coding assistance options than at any point in history, and the differences between them matter significantly for whic

未知作者 未知作者 2026-04-30
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