Anuj Bhadbhade

Undergrad @IISc

[Anuj Bhadbhade @AnujB05]

@AdiKhambete @ChaitanyaDes45 💔💔

[Anuj Bhadbhade @AnujB05]

@opencode what is this bro
Abrupt ending to the trial use

[Anuj Bhadbhade @AnujB05]

@ChaitanyaDes45

[Anuj Bhadbhade @AnujB05]

@thesupermanmx Don't humans hallucinate sometimes and make things up?

[Anuj Bhadbhade @AnujB05]

I have personally observed substantial quality change with different prompting tone
Maybe it's a result of massive RL training tho!

[Luiza Jarovsky, PhD @LuizaJarovsky]

LLMs do not have emotions, regardless of what their anthropomorphic features might make it seem. Super interesting exploration by @Amit_Goldenb and James Gross:

[Anuj Bhadbhade @AnujB05]

@ChaitanyaDes45 I'm just speculating, have other options been explored?
@grok what do you think about this

[Anuj Bhadbhade @AnujB05]

Had me wondering;
Is vector as a mathematical object the best possible way to encode sematics?
Surely there must be a more "optimal" way

[Morlex @0xMorlex]

Andrew Ng + Google showed the foundation behind modern "RAG", "Graph RAG" and semantic retrieval:

• 12:00 - turning text into embeddings that capture meaning
• 24:00 - visualizing semantic relationships between vectors
• 35:00 - using embeddings for classification, clustering and outlier detection
• 50:00 - controlling LLM generation with temperature, top-k and top-p
• 1:04:00 - semantic search with ScaNN
• 1:15:00 - combining retrieval + an LLM into a RAG-style Q&A system

- 84-minute deep dive, and one of the clearest explanations of what happens underneath retrieval systems

The progression is simple: Text → Embeddings → Similarity → Semantic Search → Retrieval → LLM Answer

Most people jump straight into RAG frameworks without understanding this layer

Andrew Ng starts one level lower and shows why retrieval works in the first place

Watch it today, then read the full "RAG → Context Graphs" roadmap below

[Anuj Bhadbhade @AnujB05]

@AdiKhambete

[Anuj Bhadbhade @AnujB05]

Is AGI even well defined

[Irushi @Im_IrushiK]

With AI moving this fast, when will we reach AGI?

[Anuj Bhadbhade @AnujB05]

@AdiKhambete What is the definition

[Anuj Bhadbhade @AnujB05]

@pmitu Deterministic behaviour

[Anuj Bhadbhade @AnujB05]

@ChaitanyaDes45 @dejavucoder Is "generation" = "creation"?

[Anuj Bhadbhade @AnujB05]

Was exclusive access (along with obviously goated content) the reason?

[internet hall of fame @InternetH0F]

How Michael Jackson was moving back in the day NEEDS to be studied, and all before the internet

[Anuj Bhadbhade @AnujB05]

@ChaitanyaDes45

[Chaitanya @ChaitanyaDes45]

What is the prompt you're most proud of?

[Anuj Bhadbhade @AnujB05]

@ChaitanyaDes45 @grok @opencode give ts guy lifetime free credits

[Anuj Bhadbhade @AnujB05]

@ChaitanyaDes45 @grok is this thought the abstraction of mariana trench in terms of depth

[Anuj Bhadbhade @AnujB05]

@ChaitanyaDes45

[Anuj Bhadbhade @AnujB05]

@ChaitanyaDes45 Maybe conducting a quiz or a closed access hackathon which is designed such that only a person who has actually done the work can excel at it?