actually worse because now search engines and llms are guaranteed to not index everything
LLMS
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Passage Retrieval with Generative Models for Question Answering
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Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering
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GPT-4 Clinical Reasoning: Redefining Exclusively Human Capabilities
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Interesting bit from a thread by an author of the recent JAMA paper showing that GPT-4 is good at clinical reasoning, the whole thread is great, but I wanted to highlight this. There are a lot of things we thought were exclusively human until a year ago, and now we know are not.
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Unified Decoder Models Gaining Adoption in Modern AI Systems
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yeah, you're right; i think some people are doing everything in one big decoder model these days though
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AI skepticism versus LLM skepticism: Chapman and others
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François is smart, but does he count as an AI skeptic? He seems to be more an LLM skeptic. How about David Chapman?
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Are Encoder-Decoder Models Like T5 and BART Still Relevant?
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is anyone still using encoder-decoder models (T5, BART, etc.)? if so — for what?
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RAG without vectors: LLM keywords search FTS alternative
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Right: you can implement RAG without any vectors at all – get an LLM to spit out some keywords search phrases to run, then run those against a regular FTS search engine (or even with a bunch of SQL LIKE queries) and paste the results back into the context
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HELM Project Multi-Axis LLM Evaluation Research Discussion
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With our research talk webinar with Dyah Adila on Friday, let's look back at a recent visit we had with Yifan Mai, lead maintainer of the HELM project at Stanford’s CRFM. Mai talked with our researchers about multi-axis LLM evaluation. Read more here:
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Red Teaming LLM Applications: Securing AI Systems
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Learn to carry out red teaming attacks against your own LLM-based applications to spot and patch vulnerabilities! In our new short course, Red Teaming LLM Applications, Matteo Dora & Luca Martial of LLM testing company @giskard_ai teach how to simulate malicious actions to… pic.twitter.com/4S1PofwjhQ
— Andrew Ng (@AndrewYNg) 3 avril 2024Learn to carry out red teaming attacks against your own LLM-based applications to spot and patch vulnerabilities! In our new short course, Red Teaming LLM Applications, Matteo Dora & Luca Martial of LLM testing company @giskard_ai teach how to simulate malicious actions to