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- 🤖 Researchers reveal the AI 'Woodpecker'
🤖 Researchers reveal the AI 'Woodpecker'
PLUS: AI achieves human-like language abilities
Rowan Cheung
October 26, 2023
Welcome, AI enthusiasts.
Chinese researchers just developed ‘Woodpecker,’ a framework that corrects frustrating AI hallucinations without costly retraining.
Is this tool the next major unlock for more reliable, accurate LLM outputs? Let’s get into it.
In today’s AI rundown:
🐦 New ‘Woodpecker’ system corrects AI hallucinations
🧠 Study: AI achieves human-like language abilities
🛠️ 10 New AI tools
⚡️ Supercharge productivity with NotebookLM
🤖 3 Quick AI updates
Read time: 4 minutes
LATEST DEVELOPMENTS
AI DEVELOPMENTS
Image source: DALL-E 3
The Rundown: Researchers in China have developed a system called ‘Woodpecker’ that can reportedly detect and correct hallucinations in multimodal AI models like GPT-4.
The details:
Hallucination is a major issue plaguing conversational AI, generating false information.
The Woodpecker tool validates text against images via a 5-stage pipeline to identify inconsistencies.
It improved MiniGPT-4's accuracy by 30%+ on benchmarks through transparent modifications.
This training-free correction approach is more efficient than past retraining models.
The relevance: AI generating convincing (but wrong) hallucinations has been one of the biggest issues to crack in LLMs — and Woodpecker could be the start of a major breakthrough towards more reliable outputs.
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AI RESEARCH
Image source: Midjourney
The Rundown: Researchers just developed an AI system that can generalize language like humans — with a neural net folding new words into vocabulary and deploying them flexibly.
The details:
Researchers trained the AI on fake "words" representing actions and rules, with the model then combining them properly.
The AI matched humans in "systematic generalization" tests — a core linguistic skill that involves applying new words in novel contexts.
The AI learned from its mistakes, excelling after practice like humans — while Chatbots like GPT-4 struggle to integrate new words quickly.
This human-like learning approach could make AI more efficient, accurate, and less hallucination-prone.
Why it matters: AI that learns language more like humans can unlock conversational AI's true potential — transforming future chatbots and voice assistants with efficiency and accuracy gains.
QUESTION OF THE DAY
🤖 Do you currently trust AI models to generate reliable info/outputs?Vote below (click for live results) |
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QUICK HITS
Amazon just released an AI tool to automatically generate lifestyle product images for ads — with users able to add a product and conjure contextually relevant scenes fast. Reducing creative work with AI tools is a game-changer for time-strapped advertisers.
AI search engine You.com just launched AI "Smart Personalization" to tailor responses based on user’s interests, observing and learning preferences to auto-update profiles. Essentially, it learns to write a better prompt for you over time without using sensitive data like traditional search engines.
Google, Microsoft, OpenAI, and Anthropic announced that the companies are jointly funding new AI safety research and red teaming — with a $10M fund set up to support independent evaluation of powerful models.
Browse all available AI job positions with our job board.
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THAT’S A WRAP
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