Never again.

Techniques I'd master to build great evals for AI apps. 1. LLM-as-Judge 2. Reference-based similarity metrics 3. Pairwise comparison tournaments 4. Human-in-the-loop evaluation 5. Synthetic data generation 6. Adversarial test case creation 7. Multi-dimensional rubrics 8.

Web3 autonomy starts here. Sovereign Intents coming soon.

You’re in a Machine Learning interview at OpenAI, and the interviewer asks: “Why is everyone switching from RLHF to DPO? Isn’t RLHF the proven approach?” Here’s how you answer: Don’t say: “DPO is simpler” or “RLHF is too complex.” Too surface-level. The real answer is the

The youngest self-made billionaire in the world did it as a solo founder.

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How LLMs work under the hood? This is the best place to visually understand the internal workings of a transformer-based LLM. Explore tokenization, self-attention, and more in an interactive way:

Use this structure for your SAAS Landing page Thank me later

We have built the framework, now it's time to $BRIDGE it to the world!

Everyone is sleeping on this new OCR model! dots-ocr is a new 1.7B vision-language model that achieves SOTA performance on multilingual document parsing. - Supports 100+ languages - Works with both images and PDFs - Handles text, tables, formulas seamlessly 100% open-source.

Google just dropped a new LLM! You can run it locally on just 0.5 GB RAM. Let's fine-tune this on our own data (100% locally):

what are large language models actually doing? i read the 2025 textbook "Foundations of Large Language Models" by tong xiao and jingbo zhu and for the first time, i truly understood how they work. here’s everything you need to know about llms in 3 minutes↓

Real ones know that the first million is the hardest. Higher.

Since 2023, We’ve had 500,000+ newsletter views on engaged 8,000+ subscribers. We’ve spotlighted 100+ entrepreneurs and creators — without charging a penny. We do this for networking. Now opening up to support the next 10,000. Like, RT, Get featured: https://t.co/o3uMfUZekK

🟦 This will make sense in a few hours.

Almost every software engineer has used Linux before, but only a handful know how its Boot Process works :) Let's dive in. The diagram below shows the steps. Step 1 - When we turn on the power, BIOS (Basic Input/Output System) or UEFI (Unified Extensible Firmware Interface)

Polkadot 2.0 coming Q1 2025 Still lost in the 2021 dead chain mindset? @paritytech and @dotlake_xyz just dropped a 60 page report on the current development of the protocol. Here is the wrap-up showing the 2024 progress and what to expect in 2025. Huge thread!🧵 [1/22] 👇

What is @Polkadot , if you had time explain it to your Mother? I asked the Founder of $DOT @gavofyork to pass the Mum’s test Here is what he replied👇🏻

Hyperbridge radically cuts down the time to go to market for cross-chain protocols without compromising on security or decentralization. The community recognizes this, that's why over 30million tokens have been sold in the IRO for a modest $1.5m with no paid shilling. Higher.

🚨🚨@hyperbridge just went live. Its onchain authentication mechanism - with light clients & ZK proofs - eliminates the risks involved in using third-party bridging solutions. Hyperbridge's addition to the @polkadot ecosystem is an important moment! https://t.co/UdhXUyD0jJ

Congratulations @seunlanlege