This new, dead simple prompt technique boosts accuracy on LLMs by up to 76% on non-reasoning tasks

VentureBeatTuesday, January 13, 2026 at 7:57:00 PM
PositiveTechnology
This new, dead simple prompt technique boosts accuracy on LLMs by up to 76% on non-reasoning tasks
  • Google Research has introduced a new prompting technique that significantly enhances the accuracy of Large Language Models (LLMs) by up to 76% on non-reasoning tasks. This technique involves simply repeating the input query, which has shown consistent performance improvements across models like Gemini, GPT-4o, Claude, and DeepSeek.
  • This development is crucial for optimizing LLMs, as it simplifies the prompting process, potentially making it more accessible for engineers and researchers who have previously relied on complex prompting methods.
  • The introduction of this straightforward technique highlights a shift in LLM optimization strategies, contrasting with more intricate approaches like
— via World Pulse Now AI Editorial System

Was this article worth reading? Share it

Recommended apps based on your readingExplore all apps
Continue Readings
Apple Picking Google Gemini to Power Siri Was About Buying Time
NeutralTechnology
Apple has announced its decision to integrate Google's Gemini technology to enhance its Siri AI, marking a significant shift in the company's approach to voice assistant capabilities. This collaboration is seen as a temporary solution while Apple develops its own AI model.
Slack Adds New AI Capabilities
PositiveTechnology
Salesforce has enhanced Slack's AI capabilities by integrating an upgraded Slackbot powered by Anthropic's Claude model, as announced by Rob Seaman, Slack's chief product officer and interim CEO, during an appearance on Bloomberg Tech.
Anthropic's new Cowork tool offers Claude coding help to non-experts
PositiveTechnology
Anthropic has introduced Cowork, a new tool that leverages its AI model Claude to assist non-experts with coding tasks, allowing users to simply communicate their needs and have the AI execute plans and tasks as a colleague would. This initiative aims to make advanced coding capabilities more accessible to everyday users.
The Partnership Between Apple and Google’s Gemini Represents Restraint, Not Urgency
NeutralTechnology
Apple has announced a collaboration with Google to integrate the Gemini AI technology into its Siri virtual assistant, marking a significant shift in Apple's approach to enhancing voice assistant capabilities. This partnership reflects a strategic decision rather than a retreat from its traditional focus on control and integration.
Gemini can now scan your photos, email, and more to provide better answers
NeutralTechnology
Google has introduced a new feature for its AI model, Gemini, allowing it to scan users' photos, emails, and other data to provide more accurate responses. This feature is currently available only to paid users and is disabled by default.
Gemini can now pull context the rest of your Google apps, if you let it
NeutralTechnology
Google has announced that its AI model, Gemini, can now pull context from other Google applications, enhancing its functionality and user experience. This capability allows Gemini to provide more personalized and relevant responses by integrating data from services like Gmail and Calendar, contingent on user consent.
Google Gemini Can Proactively Analyze Users’ Gmail, Photos, Searches
PositiveTechnology
Alphabet Inc.'s Google has announced that its Gemini artificial intelligence assistant can now proactively analyze users' data across various platforms, including Gmail, Search, Photos, and YouTube, enhancing personalization for its consumer-facing AI product.
Gemini gets its biggest upgrade yet 'Personal Intelligence' that uses your Gmail, Photos, Search and YouTube history - and it could be our first glimpse of the new Siri in iOS 27
PositiveTechnology
Gemini has launched its most significant upgrade yet, introducing the 'Personal Intelligence' feature that utilizes user data from Gmail, Photos, Search, and YouTube history, positioning it as a potential rival to Apple's Siri. This enhancement aims to provide a more personalized AI assistant experience.

Ready to build your own newsroom?

Subscribe to unlock a personalised feed, podcasts, newsletters, and notifications tailored to the topics you actually care about