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@Rajath_DB

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It's not what it looks like / AI Engineer prev Rootly / building @kwalityai Will post about things I like and some technical findings that seem interesting

Toronto, Ontario
Joined September 2015
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@Rajath_DB
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7 days
Do anybody still download @WordPress themes on @ThemeForest and host it? Those were the days
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@Rajath_DB
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7 days
https://t.co/vnq4Zhvtf1 This is pure gold for understanding GPUs
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@Rajath_DB
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9 days
Here’s also the numbers from Jeff on “Numbers Every Engineer Should Know” in case you need it
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@Rajath_DB
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9 days
I stumbled up on a GitHub repo while reading some docs on optimizing LLM inference which talks about “Numbers Every LLM Developer” should know inspired by @JeffDean — here’s the repo should be helpful if you’re trying to serve your own model https://t.co/gWIL0ZlRc6 It’s a bit
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github.com
Numbers every LLM developer should know. Contribute to ray-project/llm-numbers development by creating an account on GitHub.
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@Rajath_DB
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9 days
𝕏 algo seems really on point. Gives me exactly what I need when I need. Almost like some kinda telepathy
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@KwalityAi
Kwality AI
9 days
Yesterday we shared our @Alibaba_Qwen's 3Guard benchmark results. Today, here’s the NotebookLM video that walks through what those numbers actually mean how context length impacts LLM safety, and why 7k-token chunks hit the sweet spot.
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@Rajath_DB
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9 days
I like the @LangChainAI docs so much better now. @hwchase17 is there a way to remove inbuilt tools without getting too internal in the deep research agent like read and write etc. I’m using that for a use case where that’s not needed. It sometimes makes those tool calls when not
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@Rajath_DB
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10 days
Just in case you’re wondering us-east-1 was a DNS issue
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@Rajath_DB
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10 days
If you want to give it a read here’s the paper:
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@Rajath_DB
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10 days
we’re not “halfway to AGI” - we’ve built something completely alien. superhuman at some tasks, worse than a kid at others. the shape is totally jagged. Also they’ve defined all the terms everyone keeps mixing up - “recursive AI” (AI building better AI) vs “superintelligence” vs
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@Rajath_DB
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10 days
GPT-5 scores 58% overall - sounds decent but look at that chart - it’s absolutely cracked at math and knowledge but literally can’t do spatial reasoning or basic planning. GPT-4 scored 0% on reasoning.
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@Rajath_DB
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10 days
they broke intelligence into 10 pieces based on real psychometric science (the same stuff psychologists use to test humans). Math, reasoning, memory, visual processing, all of it.
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@Rajath_DB
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10 days
okay so i’ve been going through the paper “A Definition of AGI” by Hendrycks et al. and it’s genuinely the first paper that actually DEFINES what AGI means. like we’ve all been arguing “when AGI” for years but nobody agrees on what it even IS. This paper defines: AGI =
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@Rajath_DB
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10 days
It’s surprising to consider that in the future, many autonomous agents might rely on the cloud, and if AWS experiences downtime, they would also cease to function, resembling a dystopian technology glitch. #AGI is just AWS backend.
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@Rajath_DB
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11 days
Indian devs out on diwali and @awscloud is down. Surely one has nothing to do with the other. Right? Right?
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@Rajath_DB
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11 days
Take a loot at this thread! If you’re building on LLMs (most of us are 😌) get your LLMs protected from various threats.
@KwalityAi
Kwality AI
11 days
🔬 We benchmarked Qwen3Guard's prompt injection detection at scale. The results? Context window size DRAMATICALLY affects detection rates—even at the same malicious percentage. Here's what we found testing 1% malicious content across 1k-12k token chunks: 🧵
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@Rajath_DB
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1 month
I think we’re all blessed to have @AnthropicAI @claudeai 🥹
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@Rajath_DB
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3 months
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@Rajath_DB
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3 months
Only me or @AnthropicAI ERROR agent - Anthropic API call failed: Error code: 529 - {'type': 'error', 'error': {'type': 'overloaded_error', 'message': 'Overloaded'}}
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@Rajath_DB
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10 months
A Friend: What do you do as an AI Engineer? Me: I spend most of my time reading @LangChainAI docs and slide into @AnthropicAI Claude's DM. 😌
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