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πŸ“š Title: Next-Gen Algorithmic Trading: Strategies, Tools, and Techniques for Professionals with Python

πŸ“₯Download: https://t.me/cryptostract/60
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πŸ€– Typedef Turns AI Prototypes into Production-Ready Pipelines

Typedef, an AI infrastructure startup founded by ex-Facebook and Google engineers, has emerged from stealth with $5.5M in seed funding. Its mission: help developers turn AI experiments into production-grade software with reliability, traceability, and scale.

🧩 Built for real-world AI deployment

β€’ Typedef provides a data engine optimized for AI inference and deterministic pipelines
β€’ Converts unstructured model output into structured, auditable, and observable systems
β€’ Helps teams avoid the common pitfalls of brittle, one-off AI implementations

πŸ“ˆ Backing and founding team strength
β€’ Seed round backed by The General Partnership and a group of top-tier angels
β€’ Founders previously led AI platform work at Meta, Google, and Scale AI
β€’ Described as a β€œworld-class team” with deep infra and developer tools experience

Read More ...
🧭 Closing the AI production gap
β€’ Targets teams moving from AI PoCs to enterprise-grade products
β€’ Offers traceability, monitoring, and reliability from day one
β€’ Early traction with devs building mission-critical AI systems

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Sometimes the real top is when people start calling it β€œjust the beginning”.
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What did you learn this week? Is there anything you plan to finish next week?
Global Generative AI in Animation Market

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Top 5 Websites Every Developer Should Bookmark πŸ”–πŸ’‘

1. DevDocs – All-in-one fast documentation ⚑️

2. CanIUse – Check browser support like a pro 🌍

3. Roadmap – Visual guides to grow your dev career πŸ—Ί

4. JSONLint – Instantly validate & format JSON 🧹

5. Frontend Mentor – Practice real-world frontend challenges 🎯

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πŸ” Key Insights:
Most countries view social media positively for democracy.

Top 3 positive views:

Nigeria: 77% good vs. 17% bad

Mexico: 77% good vs. 20% bad

Singapore: 76% good vs. 21% bad

India, Kenya, Brazil, and Malaysia also show strong positivity (71–74% saying it's good).

Western democracies are more skeptical:

U.S. stands out with 64% saying social media is bad for democracyβ€”the highest negative sentiment.

France, Netherlands, UK, and Canada show nearly split or negative opinions.

Germany, Japan, and Italy have more balanced but still cautious views (around 56–57% positive).


🧠 Interpretation:
Developing countries tend to see social media as empowering for democracy.

Established democracies show concern over misinformation, polarization, and manipulation.

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Trump comments on Elon Musk and electric vehicle subsidies.
πŸ“Œ Grok User Demographics
39.41% of Grok users are male, while 60.59% are female.

Nearly 45% of Grok users are under the age of 35.
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Chinese smartphone and electric-vehicle (EV) maker Xiaomi has been flooded with orders for its YU7 SUV, with analysts saying the car could challenge the dominance of the Tesla Model Y, the bestselling SUV on the mainland.
The company said that it received 200,000 pre-orders for the YU7 in just three minutes after bookings opened at 10pm on Thursday, with the number rising to 240,000 by 4pm on Friday.

The 240,000 bookings for the YU7, priced from 253,500 yuan (US$35,366) to 329,900 yuan, are categorised as β€œlocked-in” orders because a deposit of 5,000 yuan cannot be refunded even if the buyer reneges on the agreement.

Such frenzy over a new EV is unprecedented in China, where monthly sales of 10,000 units for a single model are typically considered a success.

Tesla πŸ”ͺ πŸ˜‚

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GHANAπŸ‡¬πŸ‡­

Software Developer (Fullstack)

Organization: Estate Masters Ltd.
Location: Tema Community 25, Ghana
Employment Type: Full Time

How to Apply
Interested applicants should email their CVs to the address below: hrestatemastersgh@gmail.com

WhatsApp ChannelπŸ‘‡
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Telegram ChannelπŸ‘‡
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The Chart highlights the financial contributions of major tech companiesβ€”Google (G), Facebook (F), Amazon (A), Apple (C), and Microsoft (D)β€”toward COVID-19 relief efforts. Their support spans multiple areas, including Small Business, Healthcare, Relief Efforts, Media/News, and China-Specific Relief.

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China is progressing to be the next tech leader.

China's digital platforms are largely not open to the world due to the Great Firewall. This make us to not watch it's progress from the outside.

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