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M2.7 MiniMax: self-evolution of AI model

https://sudonull.com/m2-7-minimax-self-evolution-of-ai-model

Technical breakdown of M2.7: how the model recursively optimizes its own harness, performs production debugging in <3 minutes, and implements Agent Teams as a native function. For middle/senior developers.

Minisforum N5 Pro: server instead of NAS for IT

https://sudonull.com/minisforum-n5-pro-server-instead-of-nas-for-it

Review of Minisforum N5 Pro as a home server: specifications, setup, ditching DIY. Containers, VM, 10 Gbit Ethernet. Ideal for developers — read the review and set up your own.

Shuanglin K7 autonomous mining dump truck

https://sudonull.com/shuanglin-k7-autonomous-mining-dump-truck

The world's first autonomous electric mining dump truck Shuanglin K7 is changing the market. Learn how China reduces costs by 40% and threatens Caterpillar. Detailed technology breakdown.

AI Pet Razer Ava Mini for Ava Assistant

https://sudonull.com/ai-pet-razer-ava-mini-for-ava-assistant

Learn about Razer Ava Mini: virtual pet with multimodal AI for Ava companion. Tech specifications, integration and scenarios. Suitable for middle/senior dev.

AI Startup Losses: Zhipu and MiniMax 6:1

https://sudonull.com/ai-startup-losses-zhipu-and-minimax-6-1

Zhipu and MiniMax disclosed losses 3–6 times higher than revenue. Analysis of R&D, margins, and price war in China. Key lessons for the AI industry — read the reports.

From other projects

Ministry of Finance reduces currency purchases: impact on ruble and exporters

https://ymaho.com/ministry-of-finance-reduces-currency-purchases-impact-on-ruble-and-exporters

The Russian Ministry of Finance announced a reduction in currency purchases for May to $1.9 billion — 38% below forecasts. Find out how this will affect the ruble, OFZ bonds, and exporter stocks, as well as the hidden reasons for the decision.

Smart Minimalism 2026: Investing in Quality and Skinnimalism

https://ymaho.com/smart-minimalism-2026-investing-in-quality-and-skinnimalism

Consumers are moving from impulse purchases to multifunctionality. 62% of Gen Z are willing to pay more for simplifying routines. Find out why Carousell sells used gadgets 60% cheaper and how AI is killing multi-step skincare.

Bitcoin mining centralization: threat or a new stage?

https://ymaho.com/bitcoin-mining-centralization-threat-or-a-new-stage

How BTC mining has become the business of giants and why it matters even for those who don't mine. Learn how this affects network security.

Limited Edition Summer Fridays Mini Balms: Salted Caramel and Peach Granita

https://ymaho.com/limited-edition-summer-fridays-mini-balms-salted-caramel-and-peach-granita

Analyzing the phenomenon of limited edition Summer Fridays mini balms: Sea Salt Caramel and Peach Granita flavors, FOMO strategy, collector demand, and impact on the beauty economy. Find out why the sets are sold out at Sephora.

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