Future of LLM and AI - How to handle the AI boom?

This analysis explores the rapid evolution of Artificial Intelligence, focusing on capabilities that have been achieved and the fundamental limits that currently define the frontier of the technology.

The Evolution of AI: Surpassing the Impossible

The progression of AI has been marked by an exponential increase in capability, repeatedly proving false the confidently asserted limitations of previous decades. Early milestones, such as the ability to reason and solve complex problems demonstrated by machines beating world champions in chess, established a new baseline for what machines could accomplish. Furthermore, the advent of sophisticated Natural Language Processing (NLP) allowed systems to move beyond simple pattern matching to understanding the nuance, idioms, and figurative language inherent in human communication. Modern Generative AI exemplifies this, demonstrating remarkable aptitude for inference and anticipation. Even the deeply human trait of creativity has been successfully simulated, with AI generating new and unique works of art and music. Finally, achieving real-time perception has enabled applications like self-driving cars, where systems must process and react to complex, dynamic environments instantaneously.

Current Challenges and the Final Frontier

Despite these triumphs, several significant barriers currently limit AI, defining the next major phases of research and development.

The most ambitious goal is achieving Artificial General Intelligence (AGI), a system that possesses human-level intelligence across all domains and capabilities. This is distinct from current narrow AI, which excels in specific tasks. Closely related to this is the ongoing problem of hallucinations, where generative systems confidently present false information as fact. While techniques like Retrieval Augmented Generation (RAG) are being developed to mitigate this, the root challenge remains a technical hurdle.

More profound limitations relate to wisdom and judgment. Current AI lacks the capacity for subjective or ethical judgment, unable to determine what is right or wrong, or to assess qualitative values like the artistry of a musical piece. Perhaps the most fundamental limits are self-awareness and deep emotions. Whether a system can truly be conscious, feel joy, sadness, or understand sensation remains a philosophical and technical chasm.

Finally, a practical challenge lies in sustainability. The massive scale and computational demands of large AI models result in exorbitant costs and unsustainable consumption of electricity and cooling, necessitating the development of more efficient and correctly-sized models.

The Essential Human-AI Partnership

The path forward requires establishing a clear partnership between human intellect and artificial capabilities. The human role must be focused on defining the overarching purpose—the "What" and the "Why"—providing the macro-level goals and the essential meaning behind the work. AI, functioning as a powerful tool, is best suited to determine the "How" and to execute tasks with optimized automation and speed. History serves as a powerful reminder that technological stagnation is temporary, and as AI continues its rapid development, it is wise not to bet against its ability to overcome today’s limitations.

Learn about the limits of AI and its role alongside humans in shaping the future with Jeff Crume  from IBM Technology. 20 minutes video content from 10/2025

 

 

Do Social Media Profiles Count as Backlinks?

In the world of SEO, backlinks are a cornerstone of improving your website’s authority and search engine rankings. But what about links from social media profiles like Facebook, LinkedIn, or Twitter? Do they count as backlinks, and do they impact your SEO?

The short answer is: social media links are not traditional backlinks, but they still play a valuable role in your online presence. Let’s break down why and how they matter.

Traditional Backlinks vs. Social Media Links

Traditional backlinks come from external websites—think blogs, news sites, or directories. These links are crawled and indexed by search engines like Google and directly influence metrics like Domain Rating (DR) or Domain Authority (DA). They pass "link equity," which boosts your site’s SEO value.

Social media links, on the other hand, are usually no-follow. This means search engines do not pass SEO value through them, so they don’t directly improve your rankings. However, they are far from useless.

Why Social Media Profiles Still Matter for SEO

While social media links don’t count as traditional backlinks, they contribute to your online visibility and credibility in several ways:

1. Brand Signals

Search engines consider brand mentions and a strong online presence as signals of trustworthiness. A well-maintained social media profile with a link to your website reinforces your brand’s legitimacy and can indirectly support your SEO efforts.

2. Traffic and Engagement

Social media is a powerful tool for driving direct traffic to your website. Even if the links don’t pass SEO value, more visitors mean higher engagement, longer session durations, and lower bounce rates—all of which can indirectly benefit your search rankings.

3. Indexing and Discovery

Search engines crawl social media profiles. If your website link is included in your profile, it helps search engines discover and index your site faster, especially if your website is new.

4. Local SEO Boost

For local businesses, social media profiles often appear in local search results. Maintaining consistent NAP (Name, Address, Phone) information across platforms strengthens your local SEO and helps customers find you more easily.

5. Social Shares and Virality

While social shares (e.g., someone sharing your website link on Twitter) don’t directly impact rankings, they increase your content’s visibility. This can lead to more organic traffic and even attract natural backlinks from other websites, which do boost your SEO.

Do Social Links Appear in Backlink Reports?

Tools like Ahrefs, Moz, or SEMrush may include social media links in their backlink reports, but they are typically marked as no-follow. This means they don’t contribute to your Domain Rating or other SEO metrics. However, these tools track all links pointing to your site, so it’s useful to monitor them for a complete picture of your online presence.

Best Practices for Leveraging Social Media for SEO

To maximize the benefits of social media for your SEO strategy, follow these best practices:

1. Complete Your Profiles Always include a link to your website in your social media bios. This ensures that anyone visiting your profile can easily find your site.

2. Stay Active Regularly share content to keep your audience engaged and drive traffic to your website.

3. Encourage Sharing Create shareable, high-quality content that resonates with your audience. The more your content is shared, the greater your reach—and the higher the chance of attracting natural backlinks.

4. Monitor Mentions Use tools to track brand mentions across social media. Engaging with your audience builds trust and encourages more interactions with your brand

The Bottom Line

Social media links are not traditional backlinks, but they are far from irrelevant. They help with branding, traffic, indexing, and local SEO, and they can indirectly support your overall SEO strategy. For direct SEO impact, focus on building high-quality, do-follow backlinks from authoritative websites. Use social media to amplify your reach, engage with your audience, and strengthen your online presence.

By integrating social media into your SEO efforts, you create a well-rounded strategy that drives both visibility and credibility.

How to do professional Social Media presence in Hungary? Contact me for details!