Steal this Prompt to Get 30 Days of Posts 🔥

Welcome to another edition of Horizon AI,

Microsoft unveils BlueCodeAgent, a new framework designed to significantly enhance the safety of AI-generated code by detecting malicious, biased, and vulnerable code in CodeGen AI.

Let’s jump into it!

Read Time: 4.5 min

Here's what's new today in the Horizon AI

• Microsoft Tool Checks AI-Written Code for Hidden Security Flaws 🛡

• Samsung to Meet Soaring Demand with New Chip Production Line

• AI Tutorial: Use this Prompt to Build a 30-Day Content Calendar

• AI Tools to check out

• AI Findings/Resources

• The Latest in AI and Tech 💡

AI News

MICROSOFT

Microsoft Tool Checks AI-Written Code for Hidden Security Flaws

Microsoft has launched BlueCodeAgent, a new framework to significantly enhance the security of AI-generated code from Large Language Models (LLMs). It moves beyond standard safety prompting to actively identify and neutralize malicious intent and subtle code vulnerabilities.

Details:

• BlueCodeAgent is a new framework designed to make AI-generated code safer and more secure.

• The system uses an automated red-teaming pipeline to synthesize and learn from malicious prompts, bias-inducing instructions, and code vulnerabilities.

• The knowledge gained from red-teaming is distilled into actionable "constitutions" to identify subtle, harmful intent missed by typical safety prompting methods.

• It integrates dynamic sandbox testing to execute flagged code and confirm if actual vulnerabilities exist, which helps avoid false positives.

• The system outperforms traditional safety baselines in detecting bias, malicious code, and general vulnerabilities, showing strong generalization to unseen risks.

By merging aggressive red-team knowledge with sophisticated defensive reasoning, BlueCodeAgent represents a major step forward in securing CodeGen AI systems.

Source

HUAWEI

Huawei SuperPoDs and SuperClusters: Powering the Next Wave of AI

At Huawei’s latest Innovation and IP Forum, the spotlight was on two quiet powerhouses: SuperPoDs and SuperClusters. They are like giant computer rooms made of thousands of linked machines, all working together so AI can learn faster and handle tougher tasks.

They give app creators, researchers, and businesses the strength to train smart models, search through massive amounts of data, and keep online services running smoothly. Instead of building their own giant data centers, customers can use Huawei’s computing power and focus on useful ideas for real people.

SuperPoDs and SuperClusters help by:

• Speeding up AI training and testing

• Making it easier to launch new digital services

All of this sits on top of Huawei’s long-term investment in research and patents. Many mobile networks, Wi-Fi systems, and smart devices already rely on Huawei inventions. Now that same innovation is being used to support AI and cloud services.

By combining strong computing centers, fair patent licensing, and open cooperation with partners, Huawei aims to make powerful AI more accessible and affordable. In simple terms, SuperPoDs and SuperClusters are the engines under the hood of tomorrow’s apps and services, helping digital progress reach more people, in more places.

Source

SAMSUNG

Samsung to Meet Soaring Demand with New Chip Production Line

Samsung Electronics has announced a significant acceleration of its domestic manufacturing strategy by adding a new chip production line in Pyeongtaek, South Korea. This massive investment is primarily driven by the surge in global demand for memory chips, particularly those needed by the rapidly growing artificial intelligence (AI) sector.

Details:

• The expansion is part of the Samsung Group's broader commitment to invest a total of 450 trillion won (approximately $310.79 billion USD) in South Korea over the next five years.

• Samsung will add the new P5 memory chip production line at its massive Pyeongtaek manufacturing complex, specializing in chips for AI and traditional servers.

• The announcement comes as semiconductor prices are surging due to the global rush for AI chips, which has tightened the supply of memory needed for smartphones, PCs, and servers. Samsung recently raised prices on certain memory chips by up to 60%.

• Mass production at the new line is scheduled to begin in 2028. The announcement reinforces Samsung's commitment to domestic growth, following a recent US trade agreement that included significant pledges of overseas investment.

Samsung also plans to build AI data centers in South Jeolla Province and Gumi, aiming to support the government's objective of reducing the development gap between the greater Seoul metropolitan area and other regions.

Source

AI Tutorial

Use this Prompt to Build a 30-Day Content Calendar 📅

Use this prompt to auto-generate a full month of strategic content in seconds. It gives you daily ideas, formats, and CTAs tailored to your audience and main goal.

Act as a professional Social Media Strategist. Using the inputs below, generate a 30-day content calendar focused on achieving the Main Goal.

First, do a brief internal research & strategy step using your existing knowledge and, if available, live web data for this Topic/Niche and Target Audience. Clarify the audience’s main pain points and desires, the types of posts and hooks that perform well in this niche, and any relevant current trends. Use these insights only to guide the calendar, do NOT output them separately.

The output MUST be a Markdown table with these exact columns (and nothing else): Day #, Date, Theme/Pillar, Platform, Content Idea, Call to Action (CTA).

Calendar guidelines:
- Create exactly 30 rows, one for each consecutive calendar day starting from the Start Date, with real dates in ascending order.
- The Theme/Pillar in each row must be one of the provided Content Pillars, with a reasonably balanced mix across the 30 days.
- The Platform column must follow the Posting Schedule. If multiple platforms are specified for a given day, create one row per platform.

Content guidelines:
- Each Content Idea must state the post type (e.g., Reel, carousel, static post, story, live, poll, LinkedIn text post) and include a clear, scroll-stopping hook tailored to the Target Audience.
- Each CTA must be specific, action-oriented, and directly support the Main Goal (e.g., “Download the free guide”, “Book a call”, “Join the newsletter”, “Comment with your #1 question”).
- Vary formats and angles across the 30 days (e.g., educational, storytelling, behind-the-scenes, FAQs, objections, social proof, engagement prompts) to avoid repetition.
- Make every idea clearly connected to the Target Audience’s key pain points and desires and aligned with the Main Goal, guided by the research step above.

Inputs (fill these in before running the prompt):
* Topic/Niche: [Insert your Topic/Niche here]
* Target Audience: [Insert your Target Audience here, including key pain points & desires if known]
* Main Goal: [Insert your Main Goal here, e.g., grow email list / drive sales / build authority]
* Posting Schedule: [Insert your Posting Frequency & Platform here, e.g., 5x/week on IG Reels + 3x/week on LinkedIn]
* Content Pillars: [Insert your 3–5 Content Pillars here, separated by commas]
* Start Date: [Insert the first date of your calendar, e.g., November 18, 2025]

Only output the final Markdown table. Do NOT include explanations, notes, or any text outside the table.

AI Tools to check out

💻 Swytchcode: Turn static docs into an AI playground where developers can chat, test, and generate workflows instantly

🎞 Koyal: Turn your audio into personalized films using AI

🛍 Prometora: Describe your marketplace idea and get a fully functional platform with built-in listings, payments, messaging, and reviews.

📣 Sendr: AI-powered go-to-marketing strategies to stand out.

📈 Akii: See how AI scores your website visibility and find gaps to dominate AI search results.

TOGETHER WITH SKEJ

Meet your new assistant (who happens to be AI).

Skej is your new scheduling assistant. Whether it’s a coffee intro, a client check-in, or a last-minute reschedule, Skej is on it. Just CC Skej on your emails, and it takes care of everything:

• Customize your assistant name, email, and personality

• Easily manages time zones and locales

• Works with Google, Outlook, Zoom, Slack, and Teams

• Skej works 24/7 in over 100 languages

No apps to download or new tools to learn. You talk to Skej just like a real assistant, and Skej just… works! It’s like having a super-organized co-worker with you all day.

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AI Findings/Resources

🎖 Free ChatGPT for transitioning US service members and veterans + 100 chats for veterans

🏛 Policy reforms to support the delivery of AI data centres through the AI Growth Zones.

💡 Light-based tensor computing to make AI ultra-fast and energy-efficient.

The latest in AI and Tech

Wall Street is spending money on AI with little guaranteed return

Despite massive, rapidly increasing investments in AI by financial firms, Wall Street doubles down on AI spending, with Morgan Stanley estimating $1.2 trillion in borrowing by AI tech giants between 2025 and 2028. This prompts concerns that the rush to adopt AI is creating an unsustainable bubble.

Can Renewable Energy Keep Up with the Data Center Boom?

The rapid and massive growth of AI data centers is creating unprecedented energy demand, raising critical questions about whether the current renewable energy infrastructure can scale quickly enough to prevent the boom from undermining climate goals.

Google Commits $40 Billion to New AI Data Centers in Texas

In a move that underscores the fierce competition to build out the foundational infrastructure for future models like Gemini, Alphabet's Google announced a staggering $40 billion investment in new data centers in Texas through 2027.

The AI Race Becomes an Energy Race, Tipping the Scale to China

A new report from investment bank Jefferies argues that the global AI race will ultimately be won by the nation with the most abundant, cheapest, and continuous energy supply, rather than simply the most advanced chip technology.

Nvidia Connects AI and Quantum Computing with New Hybrid System

Nvidia announced a quiet but significant advancement designed to accelerate the timeline for practical quantum computing by tightly integrating it with AI. The new hybrid system, utilizing NVQLink and CUDA-Q, acts as a high-speed bridge connecting quantum processors (QPUs) with today's powerful GPU computing systems.

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Gina 👩🏻‍💻