How to Use DeepSeek Advanced Reasoning and AI Tools.

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This Friday, we’re breaking down DeepSeek’s deep reasoning with a quick guide. Plus, is OpenAI in trouble? And Nvidia keeps the cash flowing. — Let’s dive in — drop your thoughts in the comments! Have a great weekend.

• OpenAI GPT-4.5 ‘Orion’ Gets A Mixed Reception.
• Nvidia’s AI Boom Continues.
• How to Use DeepSeek Advanced Reasoning and AI Tools.
• 🧰 AI Tools (Advanced Stock Trading)
• 📰 News and Trends.

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OpenAI GPT-4.5 ‘Orion’ Gets A Mixed Reception.

OpenAI has launched GPT-4.5 (Orion), its largest AI model yet, boasting improved world knowledge, emotional intelligence, and creativity. While OpenAI presents this as a major advancement, the reception has been skeptical due to high costs and underwhelming performance compared to top AI reasoning models like DeepSeek R1 and Claude 3.7 Sonnet.

Key Issues & Skepticism:

• Extreme Costs: GPT-4.5 is very expensive to run ($75–$150 per million tokens), making its long-term viability uncertain.
• Performance Concerns: It falls short of leading reasoning models in complex tasks, showing that scaling alone is no longer delivering big performance leaps.
• GPU Shortages: OpenAI appears to be running low on GPUs, signaling potential turbulence ahead, especially as demand for AI computing surges.
• And… Nvidia CEO Jensen Huang says that next-generation AI will need 100x more compute than older models because of new reasoning approaches.
• Competition: Meta will launch and AI standalone app.

Is OpenAI Heading for Trouble?

Despite OpenAI’s optimism, rising costs, competition from more efficient models, and compute constraints could spell trouble. If the company can’t sustain scaling or access enough GPUs, it may struggle against rivals like Anthropic and DeepSeek, forcing a shift in strategy before GPT-5 launches later this year.

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📰 AI News and Trends

• Alibaba offers free access to its AI model that can generate realistic video and images (Engadget)
• Perplexity Deep Research surpasses leading models in performance — scoring 93.9% accuracy on the SimpleQA benchmark (X)
• Meta plans to release standalone Meta AI app in effort to compete with OpenAI’s ChatGPT (CNBC)
• Anthropic is training its AI by having it play Pokemon on Twitch (TubeFilter)
• ElevenLabs is launching its own speech-to-text model (TC)
• Figure will start ‘alpha testing’ its humanoid robot in the home in 2025 (TC)

🌐 Other Tech news

• Amazon will start rolling out its more capable and conversational version of Alexa to US Prime members for free in the next few weeks.
• Instagram is reportedly considering launching a separate Reels app focused on short-form video.
• FAA targeting Verizon contract in favor of Musk’s Starlink. Turning the $2.4 billion project over to Musk’s company is conflict-of-interest in government contracting (WP)

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How to Use DeepSeek Advanced Reasoning and AI Tools.

DeepSeek AI offers cutting-edge models optimized for deep reasoning, code generation, and advanced language processing. Below you will find whether API integration quick instructions for developers and ready to use AI powered tools.

Using the DeepSeek API

DeepSeek’s API allows seamless integration into applications.

Sign Up & Get API Key.

Install Dependencies.

pip install requests

Make an API Call

import requests

API_KEY = "your_api_key"
headers = {"Authorization": f"Bearer {API_KEY}", "Content-Type": "application/json"}
data = {"model": "deepseek-chat", "messages": [{"role": "user", "content": "Explain quantum computing."}]}

response = requests.post("https://api.deepseek.com/v1/chat/completions", headers=headers, json=data)
print(response.json())

DeepSeek Models:

• 🔹 DeepSeek-Chat → Conversational AI & reasoning
• 🔹 DeepSeek-Code → AI-powered coding assistance
• 🔹 DeepSeek-Math → Advanced mathematical reasoning

DeepSeek API Pricing

DeepSeek follows a token-based pricing model:

• DeepSeek-Chat → $0.07–$0.27 per 1M input tokens, $1.10 per 1M output tokens.
• DeepSeek-Reasoner → $0.14–$0.55 per 1M input tokens, $2.19 per 1M output tokens.
• Off-Peak Discounts → Up to 75% off between 16:30–00:30 UTC.

More details: DeepSeek API Pricing

No-Code AI Tools for Non-Coders

No coding? DeepSeek offers easy-to-use AI tools:

1. DeepSeek Web Interface.
2. DeepSeek Mobile App.
3. No-Code AI Integrations — Drag-and-drop AI tools for various tasks.

🧰 AI Tools

Advanced Stock Trading

• Trade Ideas — Uses AI-powered algorithms to scan markets, detect patterns, and suggest trades in real-time. It includes backtesting, automated trading, and risk analysis features.
• Kavout — Uses machine learning and quantitative models to generate a K Score, which predicts stock performance based on market trends, fundamentals, and technical indicators.
• Tickeron — AI-driven trade signals with pattern recognition, backtesting, and probability-based forecasts for stocks, ETFs, and options.
• Sentient Trader — AI for market cycles analysis and predictive modeling, helping traders time entries and exits with algorithmic precision.
• Alpaca — A commission-free trading API with AI-powered automation, backtesting strategies, and paper trading to help optimize stock trading decisions.

Download our list of 750+ Tools free

Nvidia’s AI Boom Continues.

Axios

Nvidia smashed expectations with $39.3B revenue (+78%) and $22.1B net income (+80%), driven by Blackwell GPUs ($11B sales) and data center growth (+93%). It’s also a key partner in the $500B Stargate AI project.

What It Means

• Nvidia dominates, but AI efficiency gains (e.g., DeepSeek) may challenge demand.
• AI compute needs keep rising, especially for reasoning models.
• Geopolitics & AI investment will shape the market.

Nvidia leads now, but competition is coming.

📝How to Use DeepSeek Advanced Reasoning and AI Tools. was originally published in Coinmonks on Medium, where people are continuing the conversation by highlighting and responding to this story.