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Trusted AI Needs a Human at the Helm
By Linda Saunders, Salesforce Director, Solution Engineering Africa
AI promises to make our jobs easier, our work more productive, and our businesses more valuable. In fact, new research from Slack finds that 80% of employees using generative AI tools are experiencing a boost in productivity — and that’s just the beginning.
And, with the introduction of AI assistants — including Salesforce’s own Einstein Copilot — the potential for businesses is only growing. AI assistants can already answer questions, generate content, and dynamically automate actions. And someday, these assistants will become digital sales and service agents, anticipating our needs and operating on our behalf.
But with each new AI advancement comes new ethical concerns. It’s one thing if an AI assistant offers a bad product recommendation, but if it takes misguided actions on real-world concerns like personal finances or medical information — the stakes suddenly become much higher.
As we enter this new era of human-AI interaction, how can we harness the power of AI without opening ourselves up to dangerous risks?
Keeping a human at the helm
The AI revolution is an evolution. We’re taking quantum leaps forward every day, but we can’t always explain why AI does the things that it does — or eliminate every instance of inaccuracy, toxicity, or misinformation.
For these reasons, it’s important that we keep humans firmly in control of AI systems. But as AI becomes more and more sophisticated, it can be hard to figure out how to layer in that human touch. We’ve all heard of keeping “humans in the loop,” but with this new generation of AI, it’s sometimes just not realistic for us to engage in every AI interaction or review every AI-generated output.
That’s why, at Salesforce, we believe trusted AI needs a human at the helm. Instead of asking humans to intervene in every individual AI interaction, we’re designing more powerful, system-wide controls that put humans at the helm of AI outcomes and enable them to focus on the high-judgement items that most need their attention. In other words, humans aren’t always rowing the boat — but we’re very much steering the ship.
And with a human at the helm, we can design AI systems that leverage the best of human and machine intelligence. For example, we can unlock incredible efficiencies by tasking AI to review and summarise millions of customer profiles. And at the same time, we can build trust by empowering humans to lean in and use their judgement in ways that AI can’t.
Making AI a copilot, not an autopilot
There’s a reason this generation of AI products are called copilots and not autopilots. As AI becomes more powerful and autonomous — making decisions and taking actions on individuals’ behalf — keeping a human at the helm becomes even more important. By combining the capabilities of AI with the strength of human judgement, we can make AI more effective and trustworthy.
Here are three ways we’re keeping humans at the helm of Salesforce AI:
Prompt Builder Helps Us Automate in Authentic Ways: Prompts, or the instructions we send to generative AI models, are very powerful. A single, human-generated prompt can help guide millions of trusted outputs — but only if it’s constructed thoughtfully. With our newly announced Prompt Builder, we’re helping customers craft effective prompts by seeing the likely output in near real time to help ensure they get the AI outcome they want. We’ve also added different edit modes within Prompt Builder that allow users to tune and revise their prompts so they provide more helpful, accurate, and relevant results.
Audit Trails Help Us Spot What We’ve Missed: Our Einstein Trust Layer offers a robust audit trail that allows customers to assess AI’s track record and pinpoint where their AI assistant may have gone wrong — but also where AI went right. These features help identify issues across large datasets that humans might not spot; and can empower us to use our judgement to make adjustments based on the needs of our organisation. For example, Audit Trail can alert us when an AI tool’s outputs are flagged as “thumbs down” a certain number of times — a sign that the AI-generated outputs might not be meeting the business’ goals. And by aggregating implicit feedback signals, like how often users edit an output before using it, Audit Trail can give us a bird’s eye view of our systems, allowing us to identify trends and take action.
Data Controls Help Us Better Guard Our Data: AI is nothing without data. That’s why we’ve designed robust controls in Data Cloud — our fast-growing platform that helps bring siloed customer data together in one place — to help businesses securely action their data. Data Cloud features help organizations harness data for AI-powered insights and intelligence, while longstanding Salesforce core data controls like permission sets, access controls, and data classification metadata fields empower humans and AI models alike to protect and manage sensitive data.
Pioneering a new approach for the AI era
As the AI era continues to unfold, it’s critical that both humans and technology evolve along with it. The AI revolution is not just about technological innovation — it’s also about empowering humans to sit successfully at the helm of AI and use it in ways that are trustworthy and effective.
Our approach is evolving, and we are committed to continued research, learning, and multi-stakeholder collaboration on this topic. But with a human at the helm, we believe we can combine the best of human and machine intelligence for this new AI era — leaning into AI’s capabilities and freeing up humans to do what they do best: be creative, exercise their judgement, and connect more deeply with one another.
With AI and humans working together, we can create more productive businesses, more empowered employees, and ultimately, more trustworthy AI.
Mr. Charles Ebuebu, director General of the National Broadcasting Commission (NBC), has called on Nigerian content creators to actively participate in the country’s Digital Switchover (DSO), describing the transition as a major opportunity for visibility, revenue growth, and industry collaboration.
Mr. Charles Ebuebu, DG, NBC
Speaking as Special Guest of Honour at the induction ceremony of the Electronic Media Content Owners Association of Nigeria (EMCOAN) in Lagos, Ebuebu stressed that the success of the DSO depends on engaging content to populate the nation’s new digital channels.
“Without content, the DSO’s success would be incomplete. We are urging content owners to collaborate with the Commission to ensure Nigeria’s digital future is rich, diverse, and sustainable,” he said.
The NBC boss highlighted that the upcoming FreeTV Direct-to-Home (DTH) platform, along with its mobile applications, would provide content creators with nationwide reach, advanced analytics, and brand partnership opportunities.
Nigeria’s DSO, which marks the shift from analogue to digital broadcasting, is being implemented by the NBC using the Nigcomsat satellite infrastructure. The programme aims to deliver over 100 nationwide channels and expand access to Nigerians in remote areas via hybrid decoders, addressing long-standing infrastructure and funding challenges. The project, which has experienced delays since 2012, now has strong government backing and is scheduled for launch in April 2026.
Ebuebu commended EMCOAN members for their contributions to strengthening Nigeria’s creative economy and encouraged them to leverage the opportunities offered by the DSO to promote local stories, culture, and creativity on both national and global stages.
During the ceremony, EMCOAN honoured its distinguished members, naming Wale Adenuga, MFR, as Grand Patron and Mr. Yinka Adebayo as Patron.
Prominent figures in the broadcasting content industry, including Wale Adenuga, Opa Williams, Agatha Amata, Jibe Ologeh, High Chief Emeka Ossai, Debbie Odetayo, Amina Mohammed, and Frank Elaboya, attended the event.
Representing the NBC at the event was Mr. Ralph Akpan, director of the Lagos Zone, while EMCOAN president, Mr. Adeniji Omirin, MD of ADNOM Media, urged members to fully engage in the digital switchover.
Canal+ is to cut jobs at MultiChoice as part of a sweeping restructuring plan aimed at stabilising the African pay-TV operator, following years of operational and financial pressure.
The move comes alongside a planned $115 million capital injection, underscoring the urgency of efforts to revive the business after the French media group took control.
The planned layoffs are expected to form a core element of a broader cost-cutting and efficiency drive, as Canal+ seeks to streamline MultiChoice’s operations and improve profitability.
The restructuring signals a shift toward leaner operations, with a focus on eliminating redundancies and optimising the company’s cost base.
MultiChoice has struggled in recent years with declining subscriber numbers across key African markets, weighed down by macroeconomic pressures, currency volatility, and changing consumer behaviour.
The rise of global streaming platforms has intensified competition, chipping away at the company’s traditional pay-TV dominance.
Canal+’s intervention marks a pivotal moment for MultiChoice, reflecting a more aggressive approach to repositioning the business.
By combining fresh capital with structural reforms, the new owners are aiming to both stabilise short-term performance and lay the groundwork for longer-term growth.
The $115 million injection is expected to provide immediate financial relief, supporting operations and potential strategic initiatives.
However, the accompanying job cuts highlight the depth of the challenges facing the company and the scale of transformation required to restore competitiveness.
Nigeria has ranked first globally in the ownership of the two largest stablecoins, Tether (USDT) and USD Coin (USDC), reflecting the country’s growing reliance on dollar-linked digital assets.
USDT, USDC
Stablecoins such as USDT and USDC are designed to maintain a fixed value against the U.S. dollar, allowing users to store money digitally while avoiding the price volatility associated with cryptocurrencies like Bitcoin.
According to the 2026 Stablecoin Utility Report released by BVNK, about 59 percent of Nigerian crypto users hold USDT, while 48 percent own USDC, giving the country the highest combined ownership rate among all nations surveyed.
The report placed Nigeria ahead of several major economies, including Australia and India, highlighting the country’s strong adoption of dollar-denominated digital assets. Australia ranked second with 34 percent USDT ownership and 29 percent USDC, while India placed third with 30 percent USDT and 27 percent USDC holdings.
The study also examined adoption levels across other regions. Countries such as Colombia and Singapore showed strong usage of both stablecoins, while adoption levels were also notable in South Africa and the United States.
Other markets included in the analysis were Philippines, Thailand and Argentina, where stablecoin ownership has also increased significantly. Among European economies, the report said France and Germany showed moderate levels of adoption, while Latin American markets such as Mexico and Brazil recorded smaller but growing usage rates.
The United Kingdom also appeared in the ranking with modest levels of stablecoin ownership. The report noted that USDT ownership exceeds USDC in many countries, including Nigeria, Australia, India, Singapore, the Philippines, Thailand, Argentina and France.
However, USDC is often viewed as a more compliance-focused stablecoin because of its stronger transparency and regulatory alignment. In some markets, including South Africa, Colombia, Germany and Brazil, the report found that USDC adoption slightly exceeds USDT.
More broadly, the data suggests that stablecoin adoption is being driven largely by emerging economies rather than advanced financial markets. According to the report, countries such as Nigeria, Argentina and the Philippines are among the biggest users of stablecoins, where people increasingly rely on dollar-pegged digital assets to protect savings from currency volatility and facilitate cross-border payments.
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