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Hello everyone, this is Kurian posting about some interesting things which happend in the AI world in last week.
Do checkout this weeks news and if you find it interesting do let me know.
Do checkout this weeks news and if you find it interesting do let me know via comments or if we ever meet IRL.

🗓️ Monday:

1. Netflix cautions against blindly using cosine similarity as a measure of semantic similarity between learned embeddings, as it can yield arbitrary and meaningless results.

[Paper Link:](https://arxiv.org/abs/2403.05440)

[Tweet Link:](https://twitter.com/_reachsumit/status/1767045820384477575)


2. Some interesting thoughts by [Peter Gostev](https://www.linkedin.com/in/peter-gostev/) on how LLMs are a lot more cheaper than previous tradional NLP techniques.

[LinkedIn Post Link](https://www.linkedin.com/posts/peter-gostev_it-is-interesting-to-reflect-how-much-llms-activity-7172001358806405122-S6mj/?utm_source=share&utm_medium=member_desktop)

3. Researchers have introduced a ‘Mind Wipe’ technique for erasing hazardous knowledge from AI systems, ensuring functionality remains while enhancing safety. Alongside, the Weapons of Mass Destruction Proxy (#WMDP) benchmark, with 4,157 questions targeting biosecurity, cybersecurity, and chemical security, has been made public.

[Tweet Link:](https://twitter.com/pandeyparul/status/1767190910906057157)

[Blog Link:](https://www.wmdp.ai/)

[Paper Link:](https://arxiv.org/abs/2403.03218)

[Github Link:](https://github.com/centerforaisafety/wmdp)

🗓️ Tuesday:

1. Infrastructure details for training llama3 models by facebook has been released.

[Blog Link:](https://engineering.fb.com/2024/03/12/data-center-engineering/building-metas-genai-infrastructure/)

[Tweet Link:](https://twitter.com/soumithchintala/status/1767579981419315400)

2. OpenAI team released something open-source in a while. Transformer Debugger(TDB) is a tool developed by OpenAI's Superalignment team with the goal of supporting investigations into specific behaviors of small language models.

[Tweet Link:](https://twitter.com/janleike/status/1767347608065106387)

[Github Repo Link:](https://github.com/openai/transformer-debugger)

[LinkedIn Post:](https://www.linkedin.com/posts/kurianbenoy_transformer-debugger-tdb-is-a-tool-developed-activity-7173231708165619712-hiZ1?utm_source=share&utm_medium=member_desktop)

3. Devin AI, the first AI software engineer was really the news of this week. Let's even cover reaction of this news separately.

[Tweet Link:](https://twitter.com/cognition_labs/status/1767548763134964000)

[Blog Link:](https://www.cognition-labs.com/introducing-devin)

4. code2prompt, a CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting was released as open-source software with MIT License by [Mufeed V H](https://twitter.com/mufeedvh)

[Tweet Link:](https://twitter.com/mufeedvh/status/1767529667496427601)

[Github Link:](https://github.com/mufeedvh/code2prompt)

5. [Santhosh Thottingal](https://thottingal.in/) gave a fabulous talk on AI and making it work in my mother tongue Malayalam. The youtube video was published on this day while it was actually delivered in a National Seminar organized by the Tirur regional centre of Sree Sankaracharya University of Sanskrit on January 6, 2024.

[Video Link:](https://www.youtube.com/watch?v=aE7o62zS_eI)


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