Akila

Discover Direct Nash Optimization (DNO) – a stable, scalable approach for LLM training that outperforms GPT-4 and Mistral on AlpacaEval 2.0. Learn more here.

What Does the Future of AI Model Training Hold?

In this study, researchers propose a data quality control pipeline for federated fine-tuning of foundation models. 

Enhancing Data Quality: Conclusion and Future Work, and References

We are super excited to announce the official list of winners in the Asia region!

Startups Of The Year 2023: Asia Winners

Under this week's spotlight, we present to you: C-Innovation, nPloy, and Akula Tech as HackerNoon's Startups of The Week!

Meet C-Innovation, nPloy, and Akula Tech: HackerNoon Startups of The Week

Meme-based coins have taken the world by storm lately. Two new cryptocurrency entrants are Shiba Inu and Akita Inu, inspired by Dogecoin and based on Ethereum.

Shiba Inu vs. Akita Inu: The Great Memecoin War 

Akita is a state management pattern, built on top of RxJS, which takes the idea of multiple data stores from Flux and the immutable updates from Redux, along with the concept of streaming data, to create the Observable Data Stores model.

Let’s Build a Pizza Store with Akita — State Management for Angular Applications

A guided tour through seven of the dumbest "smart" AI inventions currently around, proving that when it comes to technology human stupidity wins every time.

Artificial Stupidity: 7 "Innovations" Which Will Make You Question Human Intelligence

The intersection of artificial intelligence and environmental conservation is rapidly expanding.

Perch 2.0: Bioacoustics Model for Species Identification

CTI Pakistan 2025 brought public & private sector leaders together to drive proactive cybersecurity measures for a safer, smarter digital Pakistan.

Cyber Threat Intelligence (CTI) Pakistan, 2025: Cybersecurity Is Everyone’s Business

A 4 trillion USD company is well-established today but that may change as early as next year, thanks to disruptive technology - MLIR and Mojo. 

This New Language Might Kill NVIDIA’s GPU Monopoly

Fine-tuning AI models can unexpectedly increase toxicity—even with non-adversarial data—raising concerns for developers and policymakers alike.

Why AI Models Get More Toxic After Community Fine-Tuning

The FBI's latest Internet Crime Complaint Center (IC3) Annual Report reveals a stark reality: cybercriminals extracted a record $16.6 billion from

INE Alert: $16.6 Billion In Cyber Losses Underscore Critical Need For Advanced Security Training

A highly secure and reliable private key backup method using indirect-escrow and permission mechanisms with trustee redundancy and low failure rates.


Cutting Private Key Backup Failures by 6 Orders of Magnitude

Meet Oceania’s best startups of 2024! From Energy Solutions to Cybersecutiry, across 39 cities, and voted by millions in HackerNoon’s Startups of The Year 2024.

Startups of The Year 2024 Winners: Oceania

Check out the Startup of The Year 2024 winners in the Emerging Tech industry!

Startups of The Year 2024 Winners: Emerging Tech

Explore the top cities from HackerNoon's Startups of The Year 2024—where 4.3M+ votes crowned the global hubs driving innovation forward.

🏆 Startups of The Year 2024: Celebrating the Top Cities Driving Innovation

Entrepreneurs can launch professional products at any time without incurring any expenses.

No Budget? No Problem - How To Launch A Digital Product Using Free Tools Dev Actually Use

A deep dive into blockchain decentralization metrics, from entropy to Nakamoto coefficients, and how fault tolerance varies between BFT and non-BFT systems.

How Do We Measure Blockchain Decentralization?

Regulators assess blockchain decentralization for crypto classification, while testnets play a key role in network security, governance, and policy decisions.

Blockchain Decentralization: Policy, Regulation, and the Role of Testnets

Analyzing Bitcoin’s decentralization across layers and applying the Minimum Decentralization Test to stablecoins and wrapped tokens to expose governance risks. 

Case Studies in Blockchain Decentralization: Bitcoin, Stablecoins, and Wrapped Tokens

Geographic centralization affects blockchain security. Legal risks and physical hazards threaten decentralization, impacting safety, liveness, and stability.

Where in the World Is Your Blockchain? (And Why It Might Matter More Than You Think)

Exploring blockchain tokenomics: how initial distribution, ownership concentration, and secondary markets impact decentralization, security, & system stability.

Cryptocurrency Economics: Token Distribution, Ownership, and Market Decentralization

Mining pools, validator centralization, and MEV attacks challenge blockchain consensus. Power concentration threatens liveness, security, and system stability.

Can Blockchain Stay Fair for the Long Haul?

Blockchain networks face decentralization risks in topology and bootstrapping. Weak peer discovery and centralization points expose systems to attacks & failure

Eclipse Attacks, Network Clusters & DNS Seeding

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