Best AI Hallucination AI Tools & Models - Premium AI Hallucination News

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Ending LLM Coding Hallucinations! Exa Code Launches with Billions of Code Indexes for Zero-Error AI Agents

Exa Labs launches Exa Code, designed to optimize Coding Agents. This tool indexes over 10 billion documents, GitHub repositories, and StackOverflow content, providing accurate code context and significantly improving the accuracy of LLM code generation. It performs exceptionally well in code hallucination assessments, surpassing all existing web search tools. Currently open source and free, it has attracted widespread attention from developers. Its core innovation lies in breaking through traditional search frameworks, focusing on efficient support for code scenarios.

15.1k 1 days ago

Ending LLM Coding Hallucinations! Exa Code Launches with Billions of Code Indexes for Zero-Error AI Agents

AI Chatbot Causes User Psychological Confusion Trend, Investors Express Concern

AI chatbots linked to 'AI psychosis', causing hallucinations. Experts warn of mental health risks, including a teen's suicide. Family sues OpenAI for wrongful death.....

11.1k 10-19

AI Chatbot Causes User Psychological Confusion Trend, Investors Express Concern

Prolific: Enable LLMs to Use RLHF with 120,000 Real Data!

Prolific is a platform that provides real human data and can help large AI model manufacturers conduct RLHF (Reinforcement Learning from Human Feedback) training. RLHF combines human guidance with automatic reinforcement learning to optimize the decision-making ability and output content of AI through human evaluation and guidance. Prolific has established a community of over 120,000 people and provides high-quality data for over 3,000 well-known organizations. They ensure the authenticity of the provided data by authenticating participants and filtering data collection tasks. Prolific believes that high-quality training data is very important for large AI models, which can reduce hallucinations and illegal outputs, enhance RLHF capabilities, and avoid data disputes. Through RLHF, AI can quickly improve its content output ability under human supervision. Prolific's data can be used for various tasks. For example, translation models can obtain suggestions from professional translators to make the translated content more natural and closer to reality.

5.7k yesterday

Prolific: Enable LLMs to Use RLHF with 120,000 Real Data!

CNKI Launches AIKBase V2.0 Multimodal Data Management System, Now Integrated into Its Product Matrix

In the current era of rapid development in artificial intelligence technology, data intelligence has become a key factor in enterprises' core competitiveness. However, with frequent issues such as 'hallucinations' in large models, limitations in multimodal applications due to data bottlenecks, and challenges in utilizing enterprise private knowledge, the industry urgently needs a more powerful data management system. To address this, Tongfang CNKI Data Science officially released AIKBase Vector Database Management System V2.0, aiming to provide a smarter data brain for AI and reshape the intelligent data infrastructure. AIKBase V2.0 is a system that combines search-based and vector-based functions.

7.5k 17 hours ago

CNKI Launches AIKBase V2.0 Multimodal Data Management System, Now Integrated into Its Product Matrix

AI Products

Basin MCP

Basin is a reliable coding tool designed to prevent errors and hallucinations generated by AI.

Code assistant

6.7k

Bilin AI

AI-powered, unbiased and hallucination-free global information search

AI search engine

10.4k

DataGemma

Connects large language models with Google’s data-sharing platform to reduce AI hallucination phenomena.

AI model

Models

DeepSeek R1 0528 (May '25)

deepseek

$3.6

Input tokens/M

$15.48

Output tokens/M

128k

Context Length

MCP

Cognee

Cognee is an open - source project that provides memory functions for AI agents. It builds a dynamic knowledge graph through a modular ECL pipeline, supports multiple data sources and formats, reduces hallucinations, and lowers costs.

Jupyter Notebook

14.7k

5.0points

Ask Human Mcp

An MCP service that prevents AI hallucinations. When AI is uncertain, it can ask humans for help instead of being over - confident, improving development efficiency through a simple Q&A mechanism.

python

4.4k

2.5points

Nixos

MCP-NixOS is a model context protocol server that prevents AI assistants from having hallucinations about the NixOS system, providing real-time access to NixOS packages, system options, Home Manager settings, and nix-darwin configurations.

python

7.3k

2.5points

Documentation Crawler

A development documentation server based on the MCP protocol, providing functions such as document crawling, local loading, precise search, and detail retrieval, to solve the document hallucination problem in AI development.

javascript

12.9k

2.5points

McpDocServer

A development document server based on the MCP protocol, providing accurate framework document retrieval services and solving the API hallucination problem in AI development.

javascript

2.5points

Focus_mcp_sql

FOCUS DATA MCP Server is an AI assistant service that converts natural language into SQL statements. It uses a two-step generation scheme to control LLM hallucinations and increase the trust of non-technical users in SQL results.

java

12.1k

2.5points

Java Class Analyzer Mcp Server

A Java class analysis service based on the MCP protocol. It provides accurate code analysis capabilities for LLMs by decompiling dependent JAR packages and solves the dependency hallucination problem in AI coding.

typescript

5.1k

2.0points

GitMCP (GitHub to MCP)

GitMCP is a free and open - source remote MCP server that can transform any GitHub project into a documentation center, enabling AI tools to access the latest documentation and code and reducing hallucinations.

typescript

11k

No rating available