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AI market bubble exceeds dot-com peak — Goldman Sachs analysis

https://sudonull.com/ai-market-bubble-exceeds-dot-com-peak-goldman-sachs-analysis

Goldman Sachs analysts warn of AI bubble: NVIDIA's market cap reaches $4.85 trillion, while corporate AI investments yield no returns. Learn about the risks of market overheating and what awaits investors.

Hyperbridge Hack: 1 Billion Fake DOT on Ethereum

https://sudonull.com/hyperbridge-hack-1-billion-fake-dot-on-ethereum

Hyperbridge bridge vulnerability allowed minting a billion DOT tokens and stealing 237 thousand dollars. Analysis of consequences for Polkadot and security measures. Learn how to protect assets in DeFi.

Hyperbridge Exploit: ISMP Vulnerability Breakdown

https://sudonull.com/hyperbridge-exploit-ismp-vulnerability-breakdown

Hyperbridge Attack Breakdown: Forged State-Proofs in ISMP Led to Minting 1 Billion DOT. Technical Details, Lessons for Cross-Chain Bridge Developers. Study the Recommendations.

Self-attention and multi-head in transformers

https://sudonull.com/self-attention-and-multi-head-in-transformers

Breakdown of attention mechanisms: self-attention, cross-attention, multi-head with examples and PyTorch code. Theory, mathematics, practice for AI developers. Study scaled dot-product attention.

From other projects

Dot-Com Bubble: Why It Formed and Why It Burst

https://ymaho.com/dot-com-bubble-why-it-formed-and-why-it-burst

Learn what was the dot com bubble and why did it burst. Discover the causes, key events, and lasting economic impact of the 2000 tech crash. Read more.

Kevin Warsh: First Fed Meeting and Disagreements

https://ymaho.com/kevin-warsh-first-fed-meeting-and-disagreements

Analysis of the first Fed meeting under Kevin Warsh: rate, dot-plot, inflation metrics, and market forecast. Find out what investors should expect.

Fed kept rate unchanged: monetary policy reversal in June 2026

https://ymaho.com/fed-kept-rate-unchanged-monetary-policy-reversal-in-june-2026

Fed left rate at 3.50–3.75%, but dot plot signals possible hike. Who benefits from hawkish reversal? Read analysis of implications for dollar, markets, and inflation.

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