Apr 17, 2024

14 Posts

Tuning LLMs for Better RAG: Meta’s RA-DIT boosts language model output by optimizing text retrieval
Apr 17, 2024

Tuning LLMs for Better RAG: Meta’s RA-DIT boosts language model output by optimizing text retrieval

Retrieval-augmented generation (RAG) enables large language models to generate better output by retrieving documents that are relevant to a user’s prompt. Fine-tuning further improves RAG performance.

2 min read
Tuning LLMs for Better RAG: Meta’s RA-DIT boosts language model output by optimizing text retrieval
Apr 17, 2024

Tuning LLMs for Better RAG: Meta’s RA-DIT boosts language model output by optimizing text retrieval

Retrieval-augmented generation (RAG) enables large language models to generate better output by retrieving documents that are relevant to a user’s prompt. Fine-tuning further improves RAG performance.

2 min read
GPT Store Shows Lax Moderation: A report exposes policy violations in OpenAI’s GPT Store.
Apr 17, 2024

GPT Store Shows Lax Moderation: A report exposes policy violations in OpenAI’s GPT Store.

OpenAI has been moderating its GPT Store with a very light touch. In a survey of the GPT Store’s offerings, TechCrunch found numerous examples of custom ChatGPT instances that appear to violate the store’s own policies.

2 min read
GPT Store Shows Lax Moderation: A report exposes policy violations in OpenAI’s GPT Store.
Apr 17, 2024

GPT Store Shows Lax Moderation: A report exposes policy violations in OpenAI’s GPT Store.

OpenAI has been moderating its GPT Store with a very light touch. In a survey of the GPT Store’s offerings, TechCrunch found numerous examples of custom ChatGPT instances that appear to violate the store’s own policies.

2 min read
Hallucination Creates Security Holes: Researcher exposes risks in AI-generated code
Apr 17, 2024

Hallucination Creates Security Holes: Researcher exposes risks in AI-generated code

Language models can generate code that erroneously points to software packages, creating vulnerabilities that attackers can exploit.

3 min read
Hallucination Creates Security Holes: Researcher exposes risks in AI-generated code
Apr 17, 2024

Hallucination Creates Security Holes: Researcher exposes risks in AI-generated code

Language models can generate code that erroneously points to software packages, creating vulnerabilities that attackers can exploit.

3 min read
Custom Agents, Little Coding: All about Google’s Vertex AI Agent Builder
Apr 17, 2024

Custom Agents, Little Coding: All about Google’s Vertex AI Agent Builder

Google is empowering developers to build autonomous agents using little or no custom code.

2 min read
Custom Agents, Little Coding: All about Google’s Vertex AI Agent Builder
Apr 17, 2024

Custom Agents, Little Coding: All about Google’s Vertex AI Agent Builder

Google is empowering developers to build autonomous agents using little or no custom code.

2 min read
Agentic Design Patterns Part 5, Multi-Agent Collaboration: Prompting an LLM to play different roles for different parts of a complex task summons a team of AI agents that can do the job more effectively.
Apr 17, 2024

Agentic Design Patterns Part 5, Multi-Agent Collaboration: Prompting an LLM to play different roles for different parts of a complex task summons a team of AI agents that can do the job more effectively.

Multi-agent collaboration is the last of the four key AI agentic design patterns that I’ve described in recent letters.

3 min read
Agentic Design Patterns Part 5, Multi-Agent Collaboration: Prompting an LLM to play different roles for different parts of a complex task summons a team of AI agents that can do the job more effectively.
Apr 17, 2024

Agentic Design Patterns Part 5, Multi-Agent Collaboration: Prompting an LLM to play different roles for different parts of a complex task summons a team of AI agents that can do the job more effectively.

Multi-agent collaboration is the last of the four key AI agentic design patterns that I’ve described in recent letters.

3 min read
AI Agents With Low/No Code, Hallucinations Create Security Holes, Tuning for RAG Performance, GPT Store’s Lax Moderation
Apr 17, 2024

AI Agents With Low/No Code, Hallucinations Create Security Holes, Tuning for RAG Performance, GPT Store’s Lax Moderation

The Batch AI News and Insights: Multi-agent collaboration is the last of the four key AI agentic design patterns that I’ve described in recent letters. Given a complex task like writing software, a multi-agent approach would break...

13 min read
AI Agents With Low/No Code, Hallucinations Create Security Holes, Tuning for RAG Performance, GPT Store’s Lax Moderation
Apr 17, 2024

AI Agents With Low/No Code, Hallucinations Create Security Holes, Tuning for RAG Performance, GPT Store’s Lax Moderation

The Batch AI News and Insights: Multi-agent collaboration is the last of the four key AI agentic design patterns that I’ve described in recent letters. Given a complex task like writing software, a multi-agent approach would break...

13 min read
Big Updates for GPT-4 Turbo, Gemini 1.5, Mixtral, and More: Plus, AI Helps Rebuild Lost Memories
Apr 17, 2024

Big Updates for GPT-4 Turbo, Gemini 1.5, Mixtral, and More: Plus, AI Helps Rebuild Lost Memories

This week's top AI news and research stories featured all about Google's Vertex AI Agent Builder, security holes in generated code, a series of policy violations in the GPT Store, and RA-DIT, a fine-tuning procedure that trains an LLM and retrieval model together to improve the...

6 min read
Big Updates for GPT-4 Turbo, Gemini 1.5, Mixtral, and More: Plus, AI Helps Rebuild Lost Memories
Apr 17, 2024

Big Updates for GPT-4 Turbo, Gemini 1.5, Mixtral, and More: Plus, AI Helps Rebuild Lost Memories

This week's top AI news and research stories featured all about Google's Vertex AI Agent Builder, security holes in generated code, a series of policy violations in the GPT Store, and RA-DIT, a fine-tuning procedure that trains an LLM and retrieval model together to improve the...

6 min read

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