> ## Content Index
> Fetch the complete content index at: https://www.thedigitalspeaker.com/llms.txt
> Use this file to discover other available public pages before exploring further.

# AI That Corrects Itself: No More Glue on Pizza
- URL: https://www.thedigitalspeaker.com/ai-that-corrects-itself-no-more-glue-on-pizza/
- Published: 2024-09-12T11:52:55.000Z
- Updated: 2026-07-27T05:27:05.000Z
- Description: If your AI can’t even spell "strawberry" correctly, can you really trust it with your business decisions?
- Author: Dr Mark van Rijmenam, CSP
- Tags: News, #seo-post-1

If your [AI](https://www.thedigitalspeaker.com/ai-speaker/) can’t even spell "strawberry" correctly, can you really trust it with your business decisions?

HyperWrite’s new AI model, Reflection 70B, promises to fix a major flaw that has plagued current chatbots — hallucinations, where AI invents incorrect facts. Based on Meta’s Llama model, Reflection 70B introduces a novel "reflection-tuning" system that allows it to catch its own mistakes.

Instead of confidently spewing wrong answers, like claiming strawberries have two "R"s, the AI can now review its output, spot errors, and correct them before finalizing responses. This self-correcting feedback loop enhances reliability, especially in high-stakes uses where misinformation can lead to real-world consequences.

As AI becomes more deeply embedded in daily life, accuracy is no longer optional. How much trust are we willing to place in AIs, and how can we ensure they evolve to truly support human intelligence rather than mislead it?

Read the full article on [Inc](https://www.inc.com/kit-eaton/new-open-source-ai-model-can-check-itself-avoid-hallucinations.html?ref=thedigitalspeaker.com).

\----