Friday, 31 January 2025

AI: Climate champion, not Climate killer

Artificial Intelligence: Climate Champion, Not Climate Killer

As AI adoption accelerates, there is a debate that I would like to address – and that is the concerns about AI’s energy consumption and its impact on climate goals. Recent predictions suggest AI could significantly increase power demand, potentially hindering companies' net-zero ambitions. However, I believe this perspective overlooks AI's tremendous potential as a climate champion.

While it's true that AI requires substantial computing power, its ability to drive efficiency across industries far outweighs its energy footprint. AI-enabled use cases have already helped organizations reduce greenhouse gas emissions by 13% and improve power efficiency by 11% in just two years - in a @CapGemini study. According to the same research, by 2030, AI-enabled solutions have the potential to help organizations fulfill 11-45% of their 'Economic Emission Intensity' targets under the Paris Agreement. You can already see that in the positive impacts brought by @Google Gemini (cutting energy demand by 40% in data centers) or overall smart grid management.

AI's impact on sustainability extends beyond energy efficiency:

-             It's revolutionizing climate modeling, enhancing our understanding of climate patterns, and improving disaster preparedness. We use it a lot at @Iniciativa Dragoeiro to foster the right tree plantation at the right time and spots.

-            In agriculture, AI optimizes water usage and crop yields, reducing environmental stress (look at @Taranis and @FarmWise use cases).

-            In manufacturing, AI-driven predictive maintenance and process optimization lead to reduced waste and energy consumption (have a go at how @flexport and @cargoAI optimize freight, reducing empty cargo space).

-            In retail, the smart concept behind microstores from @Reckon.ai minimizes  shopping specific trips by placing fully functional AI-powered stores in commuting hubs – thus reducing shopping carbon footprints.

The key to harnessing AI's potential as a climate champion lies in responsible development and deployment. As we continue to innovate, we must focus on creating more energy-efficient AI systems and powering them with renewable energy sources. By doing so, we can unlock the tremendous efficiency power of AI and ensure AI remains a committed ally in our fight against climate change, driving both business efficiency and environmental sustainability.



Tuesday, 28 January 2025

Deepseek vs ChatGPT

DeepSeek has taken the Generative AI world by storm! And it is threatening to take the central spot that ChatGPT carved for itself. So, let’s take a look at both tools, from a user perspective.

One of the most notable distinctions is accessibility; DeepSeek is currently available for free, while ChatGPT operates on a freemium model - DeepSeek's free availability may make it more accessible to a wider range of users compared to ChatGPT's tiered pricing structure.

In terms of performance, DeepSeek reports that it excels in speed for complex tasks (math, physics, reasoning,…) and demonstrates strong capabilities in coding. ChatGPT, from its side, offers proved multimodal functionalities, processing and generating text, images and audio, and integrates various tools (like web browsing and data analysis tools) that enhance user experience.

Language support is another area where these two platforms differ. DeepSeek primarily supports English and Chinese, while ChatGPT boasts broader language coverage, making it more versatile for a diverse user base – it is actually quite good at Portuguese, let me tell you. Additionally, both platforms provide integrated search features, but many users find ChatGPT's interface to be more user-friendly and organized.

Another significant difference lies in their underlying structures: DeepSeek is based on an open-source model, which could provide potential customization and integration options for developers, while ChatGPT is a proprietary service. Having said this, ChatGPT’s ability to create specific solutions for a non-developer user (as myself) never has never let me down.

However, it's crucial to consider some caveats regarding DeepSeek. The platform has raised concerns about data privacy since user data is stored in China and may be subject to local regulations requiring data sharing with authorities. Additionally, DeepSeek has been found to be more vulnerable to jailbreaks which can bypass safety mechanisms and potentially generate harmful or inappropriate content. Furthermore, DeepSeek exhibits self-censorship on sensitive topics, particularly those related to China, which could lead to biased or incomplete information. These factors may limit its reliability for users who require unbiased insights or have heightened privacy concerns. Lastly, while DeepSeek performs well in certain areas, like coding and reasoning tasks, it can still produce inaccuracies or hallucinations like any other generative AI model

Users should weigh these considerations carefully when deciding between the two platforms. What has been your experience with these AI chatbots? I'd love to hear your thoughts!




Friday, 24 January 2025

Maybe we need to have a serious conversation

Over the past few months, OpenAI announced both Sora and Operator - none of them available in the EU. If you think AI’s over regulation won’t affect productivity… well… think again…

Wednesday, 22 January 2025

The top three concerns of Portuguese marketers

"Artificial Intelligence", "Brands" and "Sustainability" are the top three concerns of Portuguese marketers, according to the latest study from APPM - Associação Portuguesa dos Profissionais de Marketing . And I would say it is not by chance!

The fusion of AI and Sustainability isn't just a trend; it's a necessity for future-proofing businesses. By leveraging AI, we're not only optimizing operations but also finding innovative ways to promote sustainability and customer experience. This dual focus reflects our commitment to both technological advancement and environmental stewardship - and, together, with strong customer-meaningful brands, will be key for navigating a very dynamic future!

The next 10 years will be exciting! And it will be for all of us if we decide to proactively create the right opportunities on this evolving landscape, or if we sit on the side and passively let be engulfed by change.

Thursday, 16 January 2025

A reminder of the heavy costs of Climate Change

As the financial toll of the LA urban wildfires amounts to over $100Bs (and the personal losses of them can't really be calculated), we are reminded of the heavy costs that climate change will impose on all of us.

I am quite sure that impacted businesses and insurance companies are now doing their maths, and understanding how can they mitigate their risks on urban wildfires in the future - and this is, by the way, a global risk, not confined to Southern California. One should expect insurance costs to rise for people and businesses, to account for the increased risk - and better urban planning and the smart usage of fire-resistant trees to be demanded to mitigate risks and costs.


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