Why Google Thinks Our Entire Approach to Training LLMs Needs to Change
Author(s): Harsh Chandekar Originally published on Towards AI. Google AI Says Deep Learning is an ‘Illusion’. Here Are Ideas That Could Change Everything. Hey, so I came across this new paper from Google researchers, and it’s actually pretty interesting. They’re basically asking: …
Why Does Your LLM Application Hallucinate?
Author(s): Harsh Chandekar Originally published on Towards AI. If you’ve ever asked a large language model (LLM) like GPT or Gemini a question and received a response that sounded too smooth to be wrong — but was completely made up — you’ve …
How Hackers Hide Malicious Prompts in Images to Exploit Google Gemini AI
Author(s): Harsh Chandekar Originally published on Towards AI. Imagine uploading a cute cat photo to Google’s Gemini AI for a quick analysis, only to have it secretly whisper instructions to steal your Google data. Sounds like a plot from a sci-fi thriller, …
The Silent Threats: How LLMs Are Leaking Your Sensitive Data
Author(s): Harsh Chandekar Originally published on Towards AI. In the fast-paced world of Artificial Intelligence, Large Language Models (LLMs) are undoubtedly the rockstars. From revolutionizing how we interact with technology to powering critical applications in fields like medical consultation, financial planning, and …
VectorDB Internals for Engineers: What You Need to Know
Author(s): Harsh Chandekar Originally published on Towards AI. Ever wondered how your friendly neighborhood AI knows that “king” is somewhat similar to “queen” but definitely not to “banana”? The unsung heroes behind this magic are embeddings, and their meticulously organized apartments are …
How Are LLMs Trained: For Engineers
Author(s): Harsh Chandekar Originally published on Towards AI. In late 2022, ChatGPT burst onto the scene, igniting a global frenzy around artificial intelligence. This remarkable success, however, brought to light a significant challenge: the immense computational demands of large language models (LLMs) …
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