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	<title>ai &#8211; PublikasiNews  Widely respected source of news and information internationally. </title>
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		<title>IBM Doubles Down: In the Age of AI, People Skills Come First</title>
		<link>https://www.publikasinews.com/chemicalsmaterials/ibm-doubles-down-in-the-age-of-ai-people-skills-come-first.html</link>
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		<dc:creator><![CDATA[admin]]></dc:creator>
		<pubDate>Fri, 27 Feb 2026 08:05:08 +0000</pubDate>
				<category><![CDATA[Chemicals&Materials]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[ibm]]></category>
		<category><![CDATA[jobs]]></category>
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					<description><![CDATA[Despite the prevailing belief in the AI industry that it will replace entry-level jobs, IBM is bucking the trend by doubling down. According to Bloomberg, IBM plans to triple its entry-level hiring...]]></description>
										<content:encoded><![CDATA[<p>Despite the prevailing belief in the AI industry that it will replace entry-level jobs, IBM is bucking the trend by doubling down. According to Bloomberg, IBM plans to triple its entry-level hiring in the U.S. in 2026. Chief Human Resources Officer Nickle LaMoreaux noted that these are exactly the roles “that we’re being told AI can do.”</p>
<p style="text-align: center;">
                <a href="" target="_self" title="IBM"><br />
                <img fetchpriority="high" decoding="async" class="wp-image-48 size-full" src="https://www.publikasinews.com/wp-content/uploads/2026/02/66e40dc881fa4239313c2b23fcb71a40.webp" alt="" width="380" height="250"></a></p>
<p style="text-wrap: wrap; text-align: center;"><span style="font-size: 12px;"><em> (IBM)</em></span></p>
<p><img decoding="async" src="https://www.publikasinews.com/wp-content/uploads/2026/02/66e40dc881fa4239313c2b23fcb71a40.webp" data-filename="filename" style="width: 471.771px;"></p>
<p>However, the nature of these jobs is shifting. LaMoreaux personally revised the job descriptions to deemphasize tasks AI can automate—such as coding—and focus more on people-centric areas like customer engagement. The strategy is aimed at building a pipeline of future senior talent.</p>
<p></p>
<p>IBM has not disclosed specific hiring numbers. An MIT study suggests that 11.7% of current jobs could already be automated by AI, and investors believe 2026 may be the year when AI’s true impact on the labor market becomes evident.</p>
<p></p>
<p>Roger Luo said:Rather than fearing AI-driven displacement, IBM redefines roles to harness technological shifts—offering a forward-looking talent strategy for large enterprises.</p>
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		<title>Amazon Eyes Marketplace for AI Firms to License Publisher Content</title>
		<link>https://www.publikasinews.com/chemicalsmaterials/amazon-eyes-marketplace-for-ai-firms-to-license-publisher-content.html</link>
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		<dc:creator><![CDATA[admin]]></dc:creator>
		<pubDate>Wed, 25 Feb 2026 08:06:49 +0000</pubDate>
				<category><![CDATA[Chemicals&Materials]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[content]]></category>
		<category><![CDATA[marketplace]]></category>
		<guid isPermaLink="false">https://www.publikasinews.com/biology/amazon-eyes-marketplace-for-ai-firms-to-license-publisher-content.html</guid>

					<description><![CDATA[The copyright controversy surrounding training data in the artificial intelligence industry is intensifying. Recent reports indicate that Amazon plans to establish a content trading marketplace, enabling publishers to directly license their text,...]]></description>
										<content:encoded><![CDATA[<p>The copyright controversy surrounding training data in the artificial intelligence industry is intensifying. Recent reports indicate that Amazon plans to establish a content trading marketplace, enabling publishers to directly license their text, images, and other content to AI companies. This model resembles Microsoft’s recently launched “Publisher Content Marketplace,” aiming to provide tech companies with legally compliant data sources while creating new revenue streams for content creators.</p>
<p style="text-align: center;">
                <a href="" target="_self" title="Amazon"><br />
                <img decoding="async" class="wp-image-48 size-full" src="https://www.publikasinews.com/wp-content/uploads/2026/02/e5ad71a178cf7c1454b3184f84aa6f79.webp" alt="" width="380" height="250"></a></p>
<p style="text-wrap: wrap; text-align: center;"><span style="font-size: 12px;"><em> (Amazon)</em></span></p>
<p><img decoding="async" src="https://www.publikasinews.com/wp-content/uploads/2026/02/e5ad71a178cf7c1454b3184f84aa6f79.webp" data-filename="filename" style="width: 471.771px;"></p>
<p>Previously, companies like OpenAI have entered into individual licensing agreements with media organizations such as the Associated Press and News Corp, but these have not fully resolved legal risks. Numerous lawsuits regarding the use of copyrighted materials in AI models are still ongoing. Meanwhile, AI-powered summary features in search engines like Google have raised concerns among media publishers about declining website traffic.</p>
<p></p>
<p>The establishment of a licensing marketplace is seen as a viable solution to these challenges. If implemented, such a centralized platform could offer the AI industry a clearer and more sustainable pathway to accessing content while helping publishers explore new business models in the age of artificial intelligence. However, the specific operational mechanisms and market response remain to be seen.</p>
<p></p>
<p>Roger Luo said:This move transforms the copyright game into a market mechanism, which is expected to build a clearer AI data ecosystem. However, core issues such as pricing power and ownership definition still need to be resolved, and the actual effectiveness depends on the depth of multi-party cooperation.</p>
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		<title>Workday co-founder returns as CEO following Eschenbach&#8217;s departure.</title>
		<link>https://www.publikasinews.com/chemicalsmaterials/workday-co-founder-returns-as-ceo-following-eschenbachs-departure.html</link>
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		<dc:creator><![CDATA[admin]]></dc:creator>
		<pubDate>Wed, 25 Feb 2026 00:05:26 +0000</pubDate>
				<category><![CDATA[Chemicals&Materials]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[company]]></category>
		<category><![CDATA[workday]]></category>
		<guid isPermaLink="false">https://www.publikasinews.com/biology/workday-co-founder-returns-as-ceo-following-eschenbachs-departure.html</guid>

					<description><![CDATA[Enterprise software giant Workday announced a significant leadership change on Monday: CEO Carl Eschenbach has stepped down effective immediately and left the board of directors. Company co-founder and former CEO Aneel Bhusri...]]></description>
										<content:encoded><![CDATA[<p>Enterprise software giant Workday announced a significant leadership change on Monday: CEO Carl Eschenbach has stepped down effective immediately and left the board of directors. Company co-founder and former CEO Aneel Bhusri will permanently return to lead the company.</p>
<p></p>
<p style="text-align: center;">
                <a href="" target="_self" title="workday larger"><br />
                <img decoding="async" class="wp-image-48 size-full" src="https://www.publikasinews.com/wp-content/uploads/2026/02/de9f554770ca6f65107d5b3609f3bd5f.webp" alt="" width="380" height="250"></a></p>
<p style="text-wrap: wrap; text-align: center;"><span style="font-size: 12px;"><em> (workday larger)</em></span></p>
<p>Eschenbach joined Workday at the end of 2022, initially serving as co-CEO alongside Bhusri, and took sole responsibility for the company&#8217;s operations in February this year. Bhusri, who had held leadership roles since the company&#8217;s founding in 2009, had previously transitioned to executive chairman.</p>
<p><img decoding="async" src="https://www.publikasinews.com/wp-content/uploads/2026/02/de9f554770ca6f65107d5b3609f3bd5f.webp" data-filename="filename" style="width: 471.771px;"></p>
<p>The core reason for this personnel adjustment points directly to AI transformation. Bhusri emphasized in a statement: &#8220;AI is a more significant technological shift than SaaS and will determine the next generation of market leaders. I am returning with renewed energy and will work with the management team to seize this historic opportunity.&#8221; This strategic shift was foreshadowed—in February last year, the company laid off 8.5% of its workforce (approximately 1,750 employees). Eschenbach noted at the time that &#8220;the AI era requires a completely new approach to human resource allocation.&#8221;</p>
<p></p>
<p>Analysts believe that the founder&#8217;s return at this time signals that Workday is elevating AI to a core strategic level crucial to the company&#8217;s future development.</p>
<p></p>
<p>Roger Luo said:The founder&#8217;s return directly drives the strategic upgrade towards AI, signaling that the enterprise software market has reached an inflection point of intelligent transformation. This leadership adjustment represents both a decisive move in response to technological change and underscores the industry consensus among leaders that AI is reshaping business models.</p>
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		<title>Sony’s AI Research Aims to Reduce Noise in Astronomical Imaging</title>
		<link>https://www.publikasinews.com/biology/sonys-ai-research-aims-to-reduce-noise-in-astronomical-imaging.html</link>
		
		<dc:creator><![CDATA[admin]]></dc:creator>
		<pubDate>Fri, 20 Feb 2026 04:37:46 +0000</pubDate>
				<category><![CDATA[Biology]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[imaging]]></category>
		<category><![CDATA[sony]]></category>
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					<description><![CDATA[Sony Group Corporation has started a new research project focused on using artificial intelligence to improve astronomical imaging. The goal is to reduce noise in images captured by telescopes and space observatories....]]></description>
										<content:encoded><![CDATA[<p>Sony Group Corporation has started a new research project focused on using artificial intelligence to improve astronomical imaging. The goal is to reduce noise in images captured by telescopes and space observatories. This work is part of Sony’s broader effort to apply its imaging technology beyond consumer electronics. </p>
<p style="text-align: center;">
                <a href="" target="_self" title="Sony’s AI Research Aims to Reduce Noise in Astronomical Imaging"><br />
                <img loading="lazy" decoding="async" class="size-medium wp-image-5057 aligncenter" src="https://www.publikasinews.com/wp-content/uploads/2026/02/5d00e7a0204b0a20afdc64807cbe38e2.jpg" alt="Sony’s AI Research Aims to Reduce Noise in Astronomical Imaging " width="380" height="250"><br />
                </a>
                </p>
<p style="text-wrap: wrap; text-align: center;"><span style="font-size: 12px;"><em> (Sony’s AI Research Aims to Reduce Noise in Astronomical Imaging)</em></span>
                </p>
<p>The team at Sony AI, the company’s artificial intelligence division, is developing deep learning models trained on real and simulated astronomical data. These models aim to distinguish between actual celestial signals and unwanted visual interference. Noise often comes from sensor limitations, atmospheric distortion, or low light conditions. Removing it without losing important details is a major challenge.</p>
<p>Sony’s approach uses its expertise in image sensors and signal processing. The company has long produced high-sensitivity sensors used in scientific cameras. Now, it is combining that hardware knowledge with AI software to create smarter image enhancement tools. Early tests show promising results in cleaning up faint structures in deep-space images.</p>
<p>This research could benefit both professional astronomers and space agencies. Clearer images mean better data for studying stars, galaxies, and other cosmic phenomena. It may also help future missions that rely on autonomous image analysis. Sony plans to share its findings with the scientific community through collaborations and publications.</p>
<p style="text-align: center;">
                <a href="" target="_self" title="Sony’s AI Research Aims to Reduce Noise in Astronomical Imaging"><br />
                <img loading="lazy" decoding="async" class="size-medium wp-image-5057 aligncenter" src="https://www.publikasinews.com/wp-content/uploads/2026/02/a94a262851713bac845562cbdb8d2304.jpg" alt="Sony’s AI Research Aims to Reduce Noise in Astronomical Imaging " width="380" height="250"><br />
                </a>
                </p>
<p style="text-wrap: wrap; text-align: center;"><span style="font-size: 12px;"><em> (Sony’s AI Research Aims to Reduce Noise in Astronomical Imaging)</em></span>
                </p>
<p>                 The project builds on Sony’s history of innovation in imaging. From consumer cameras to medical and industrial applications, the company has consistently pushed sensor performance. Applying AI to astronomy is a natural next step. It shows how advances in one field can support progress in another. Sony believes this work will open new possibilities for how we see and understand the universe.</p>
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		<title>Google’s Berkshire Grey Shuttle Systems Integrate With Google Inventory AI.</title>
		<link>https://www.publikasinews.com/biology/googles-berkshire-grey-shuttle-systems-integrate-with-google-inventory-ai.html</link>
		
		<dc:creator><![CDATA[admin]]></dc:creator>
		<pubDate>Mon, 16 Feb 2026 04:38:12 +0000</pubDate>
				<category><![CDATA[Biology]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[google]]></category>
		<category><![CDATA[inventory]]></category>
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					<description><![CDATA[Google has added Berkshire Grey’s robotic shuttle systems to its Inventory AI platform. This move helps retailers manage inventory faster and more accurately. The integration links Berkshire Grey’s automation with Google’s cloud-based...]]></description>
										<content:encoded><![CDATA[<p>Google has added Berkshire Grey’s robotic shuttle systems to its Inventory AI platform. This move helps retailers manage inventory faster and more accurately. The integration links Berkshire Grey’s automation with Google’s cloud-based inventory tools. Retailers can now track stock in real time using smart robotics and AI together. </p>
<p style="text-align: center;">
                <a href="" target="_self" title="Google’s Berkshire Grey Shuttle Systems Integrate With Google Inventory AI."><br />
                <img loading="lazy" decoding="async" class="size-medium wp-image-5057 aligncenter" src="https://www.publikasinews.com/wp-content/uploads/2026/02/64fe9b97395d609a15ef76f99eacc066.jpg" alt="Google’s Berkshire Grey Shuttle Systems Integrate With Google Inventory AI. " width="380" height="250"><br />
                </a>
                </p>
<p style="text-wrap: wrap; text-align: center;"><span style="font-size: 12px;"><em> (Google’s Berkshire Grey Shuttle Systems Integrate With Google Inventory AI.)</em></span>
                </p>
<p>Berkshire Grey’s shuttles move goods inside warehouses without human help. They sort, pack, and prepare items for shipping. When paired with Google Inventory AI, these systems share data instantly. Store managers see what is in stock, where it is, and when it will run low. This reduces errors and speeds up order fulfillment.</p>
<p>The combined solution works across online and physical stores. It updates inventory levels as sales happen or shipments arrive. Workers spend less time counting products by hand. Machines handle routine tasks while staff focus on customer service. This saves time and cuts costs.</p>
<p>Google says the integration is live now for select retail partners. More stores will get access in the coming months. The goal is to make supply chains smoother from warehouse to checkout. Both companies believe this step will help stores keep shelves full and deliveries on time.</p>
<p>Retailers using the system report fewer stockouts and better order accuracy. The technology also adapts to busy shopping periods like holidays. It scales up or down based on demand without extra staffing. This flexibility matters as shopping habits keep changing.</p>
<p style="text-align: center;">
                <a href="" target="_self" title="Google’s Berkshire Grey Shuttle Systems Integrate With Google Inventory AI."><br />
                <img loading="lazy" decoding="async" class="size-medium wp-image-5057 aligncenter" src="https://www.publikasinews.com/wp-content/uploads/2026/02/af7f4b4d1f9121bf90509f8115af1add.jpg" alt="Google’s Berkshire Grey Shuttle Systems Integrate With Google Inventory AI. " width="380" height="250"><br />
                </a>
                </p>
<p style="text-wrap: wrap; text-align: center;"><span style="font-size: 12px;"><em> (Google’s Berkshire Grey Shuttle Systems Integrate With Google Inventory AI.)</em></span>
                </p>
<p>                 The partnership shows how AI and robotics can work side by side in real business settings. It uses existing cloud infrastructure so stores do not need major new hardware. Setup is simple and results show up quickly. Staff training takes less time because the interface is clear and familiar.</p>
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		<title>Google’s Think With Google Research Papers Analyze AI Consumer Behavior.</title>
		<link>https://www.publikasinews.com/biology/googles-think-with-google-research-papers-analyze-ai-consumer-behavior.html</link>
		
		<dc:creator><![CDATA[admin]]></dc:creator>
		<pubDate>Sun, 15 Feb 2026 04:38:43 +0000</pubDate>
				<category><![CDATA[Biology]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[google]]></category>
		<category><![CDATA[papers]]></category>
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					<description><![CDATA[Google has released new research papers through its Think With Google platform. These papers look closely at how people use and react to artificial intelligence in their daily lives. The studies aim...]]></description>
										<content:encoded><![CDATA[<p>Google has released new research papers through its Think With Google platform. These papers look closely at how people use and react to artificial intelligence in their daily lives. The studies aim to help brands understand changing consumer habits as AI becomes more common. </p>
<p style="text-align: center;">
                <a href="" target="_self" title="Google’s Think With Google Research Papers Analyze AI Consumer Behavior."><br />
                <img loading="lazy" decoding="async" class="size-medium wp-image-5057 aligncenter" src="https://www.publikasinews.com/wp-content/uploads/2026/02/4b100f87a8571c35fc5b4eafdf9936dd.png" alt="Google’s Think With Google Research Papers Analyze AI Consumer Behavior. " width="380" height="250"><br />
                </a>
                </p>
<p style="text-wrap: wrap; text-align: center;"><span style="font-size: 12px;"><em> (Google’s Think With Google Research Papers Analyze AI Consumer Behavior.)</em></span>
                </p>
<p>The research shows that many people now expect quick and personalized answers from digital tools. They want services that feel made just for them. At the same time, users still care about privacy and control over their data. Trust remains a key factor in whether someone will use an AI-powered product.</p>
<p>One paper highlights how shoppers use AI to compare prices, read reviews, and find products faster. Another explores how people turn to voice assistants for everyday tasks like setting reminders or playing music. The findings suggest that convenience drives adoption, but only if the experience feels reliable.</p>
<p>Google gathered data from real user interactions across Search, YouTube, and other platforms. It also included surveys and interviews with consumers in different countries. This mix of sources gives a clearer picture of what people actually do, not just what they say they do.</p>
<p>Brands can use these insights to design better customer experiences. For example, showing clear benefits early on helps users feel comfortable trying AI features. Keeping things simple and transparent builds trust over time.</p>
<p>The papers are part of Google’s ongoing effort to share useful trends with marketers and developers. They offer practical examples of how AI is shaping decisions big and small. Anyone working in digital media or e-commerce can learn from the patterns uncovered in this research.</p>
<p style="text-align: center;">
                <a href="" target="_self" title="Google’s Think With Google Research Papers Analyze AI Consumer Behavior."><br />
                <img loading="lazy" decoding="async" class="size-medium wp-image-5057 aligncenter" src="https://www.publikasinews.com/wp-content/uploads/2026/02/6a60e0b7ac529474ee1d9fe9790785d2.jpg" alt="Google’s Think With Google Research Papers Analyze AI Consumer Behavior. " width="380" height="250"><br />
                </a>
                </p>
<p style="text-wrap: wrap; text-align: center;"><span style="font-size: 12px;"><em> (Google’s Think With Google Research Papers Analyze AI Consumer Behavior.)</em></span>
                </p>
<p>                 Think With Google continues to publish data-driven reports to support smarter business choices. These latest papers focus on real behaviors tied to AI use today.</p>
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		<title>Google’s AI Shopping Features Include Visual Search and Personalized Recommendations.</title>
		<link>https://www.publikasinews.com/biology/googles-ai-shopping-features-include-visual-search-and-personalized-recommendations.html</link>
		
		<dc:creator><![CDATA[admin]]></dc:creator>
		<pubDate>Sat, 14 Feb 2026 04:42:51 +0000</pubDate>
				<category><![CDATA[Biology]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[google]]></category>
		<category><![CDATA[shopping]]></category>
		<guid isPermaLink="false">https://www.publikasinews.com/biology/googles-ai-shopping-features-include-visual-search-and-personalized-recommendations.html</guid>

					<description><![CDATA[Google has added new AI-powered shopping features to help users find what they want faster and easier. These updates include visual search and personalized product recommendations across Google Shopping and other platforms....]]></description>
										<content:encoded><![CDATA[<p>Google has added new AI-powered shopping features to help users find what they want faster and easier. These updates include visual search and personalized product recommendations across Google Shopping and other platforms. </p>
<p style="text-align: center;">
                <a href="" target="_self" title="Google’s AI Shopping Features Include Visual Search and Personalized Recommendations."><br />
                <img loading="lazy" decoding="async" class="size-medium wp-image-5057 aligncenter" src="https://www.publikasinews.com/wp-content/uploads/2026/02/67150c105c20af06bd2caec9d6567701.jpg" alt="Google’s AI Shopping Features Include Visual Search and Personalized Recommendations. " width="380" height="250"><br />
                </a>
                </p>
<p style="text-wrap: wrap; text-align: center;"><span style="font-size: 12px;"><em> (Google’s AI Shopping Features Include Visual Search and Personalized Recommendations.)</em></span>
                </p>
<p>With visual search, people can now snap a photo or upload an image to find similar items available for purchase. This feature uses advanced AI to understand the content of images and match them with relevant products from online stores. It works on mobile devices and desktops, making it simple to shop using just a picture.</p>
<p>Personalized recommendations are also getting smarter. Google’s AI analyzes past searches, browsing history, and shopping behavior to suggest products that fit individual tastes. These suggestions appear in Google Search, Discover, and Gmail, offering timely ideas without being intrusive.</p>
<p>The goal is to make online shopping more intuitive. Instead of typing detailed queries, users can rely on visuals or let the system learn their preferences over time. Both features aim to reduce the time it takes to go from inspiration to purchase.</p>
<p>Retailers benefit too. The updated tools help connect businesses with shoppers who are already interested in similar items. This can lead to better visibility and higher sales without extra advertising costs.</p>
<p>Google says these features are rolling out globally over the coming weeks. They are available to anyone using Google services, with no sign-up required. Privacy remains a priority—users can control what data is used and turn off personalization anytime through their account settings.</p>
<p style="text-align: center;">
                <a href="" target="_self" title="Google’s AI Shopping Features Include Visual Search and Personalized Recommendations."><br />
                <img loading="lazy" decoding="async" class="size-medium wp-image-5057 aligncenter" src="https://www.publikasinews.com/wp-content/uploads/2026/02/f680cfc082e1cbb129c7ded1c798224c.jpg" alt="Google’s AI Shopping Features Include Visual Search and Personalized Recommendations. " width="380" height="250"><br />
                </a>
                </p>
<p style="text-wrap: wrap; text-align: center;"><span style="font-size: 12px;"><em> (Google’s AI Shopping Features Include Visual Search and Personalized Recommendations.)</em></span>
                </p>
<p>                 These enhancements mark Google’s latest push to blend artificial intelligence with everyday tasks. By focusing on simplicity and relevance, the company hopes to improve how people discover and buy products online.</p>
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		<title>Amazon and Google Lead the $400B AI Capex Arms Race — But Where&#8217;s the ROI?</title>
		<link>https://www.publikasinews.com/chemicalsmaterials/amazon-and-google-lead-the-400b-ai-capex-arms-race-but-wheres-the-roi.html</link>
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		<dc:creator><![CDATA[admin]]></dc:creator>
		<pubDate>Sat, 07 Feb 2026 08:06:32 +0000</pubDate>
				<category><![CDATA[Chemicals&Materials]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[computing]]></category>
		<category><![CDATA[power]]></category>
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					<description><![CDATA[The AI industry is in the midst of a data center arms race. Giants believe that controlling the most computing power will determine the winner in future AI products. Amazon is leading...]]></description>
										<content:encoded><![CDATA[<p>The AI industry is in the midst of a data center arms race. Giants believe that controlling the most computing power will determine the winner in future AI products. Amazon is leading the charge, projecting $200 billion in capital expenditures for 2026; Google follows closely ($175-185 billion); Meta, Microsoft, and others are also making massive investments.</p>
<p></p>
<p style="text-align: center;">
                <a href="" target="_self" title="Google CEO"><br />
                <img loading="lazy" decoding="async" class="wp-image-48 size-full" src="https://www.publikasinews.com/wp-content/uploads/2026/02/3b20a892cd25c7aa567ff1ab23d82658.webp" alt="" width="380" height="250"></a></p>
<p style="text-wrap: wrap; text-align: center;"><span style="font-size: 12px;"><em> (Google CEO)</em></span></p>
<p>The underlying logic is that high-end computing will become a scarce future resource, and only those who build their own supply chains will survive. However, the market has reacted strongly—every company announcing huge spending has seen its stock price drop immediately, with higher investments correlating to steeper declines.</p>
<p><img decoding="async" src="https://www.publikasinews.com/wp-content/uploads/2026/02/3b20a892cd25c7aa567ff1ab23d82658.webp" data-filename="filename" style="width: 471.771px;"></p>
<p>This is not just a problem for companies without a clear AI strategy (like Meta). Even firms with mature cloud businesses and clear monetization paths, such as Microsoft and Amazon, are facing pressure. Expenditures reaching hundreds of billions of dollars are testing investor patience.</p>
<p></p>
<p>While Wall Street&#8217;s nervousness may not alter the tech giants&#8217; strategic direction, they will increasingly need to downplay the true cost of their AI ambitions. Behind this computing power contest lies the ultimate between technological innovation and capital&#8217;s patience.</p>
<p></p>
<p>Roger Luo said:The current AI computing power race has transcended mere technology, evolving into a capital-intensive strategic game. While giants are betting that computing power equals dominance, they must guard against the potential pitfalls of heavy-asset models—capital efficiency traps and innovation stagnation.</p>
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		<title>Sapiom secures $15M to build the &#8216;financial layer&#8217; for autonomous AI agents.</title>
		<link>https://www.publikasinews.com/chemicalsmaterials/sapiom-secures-15m-to-build-the-financial-layer-for-autonomous-ai-agents.html</link>
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		<dc:creator><![CDATA[admin]]></dc:creator>
		<pubDate>Sat, 07 Feb 2026 00:05:59 +0000</pubDate>
				<category><![CDATA[Chemicals&Materials]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[like]]></category>
		<category><![CDATA[sapiom]]></category>
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					<description><![CDATA[People with no coding background can now quickly build app prototypes using &#8220;vibe coding&#8221; platforms that turn natural language into code, but connecting to external services like SMS and payments remains a...]]></description>
										<content:encoded><![CDATA[<p>People with no coding background can now quickly build app prototypes using &#8220;vibe coding&#8221; platforms that turn natural language into code, but connecting to external services like SMS and payments remains a major hurdle for scaling. Ilan Zerbib, former Director of Engineering for Payments at Shopify, founded Sapiom to address this by building a financial layer infrastructure for AI agents, enabling them to autonomously and securely purchase APIs, computing power, and other needed services.</p>
<p style="text-align: center;">
                <a href="" target="_self" title="Ilan_Zerbib"><br />
                <img loading="lazy" decoding="async" class="wp-image-48 size-full" src="https://www.publikasinews.com/wp-content/uploads/2026/02/324975d0d5a180790e9584883844169e.webp" alt="" width="380" height="250"></a></p>
<p style="text-wrap: wrap; text-align: center;"><span style="font-size: 12px;"><em> (Ilan_Zerbib)</em></span></p>
<p><img decoding="async" src="https://www.publikasinews.com/wp-content/uploads/2026/02/324975d0d5a180790e9584883844169e.webp" data-filename="filename" style="width: 471.771px;"></p>
<p>As an Accel partner noted, every API call or SMS sent is essentially a payment, yet current AI agents lack a seamless way to handle these transactions. Sapiom aims to fully automate processes like authentication and micro-payments for services such as Twilio, freeing developers from manually managing tasks like credit card linking.</p>
<p></p>
<p>The company has raised $15 million in seed funding. While its initial focus is on enterprise solutions, the technology could later extend to consumer scenarios like personal AI assistants making purchases. Zerbib believes AI won&#8217;t inherently drive more spending, which is why Sapiom is prioritizing solving payment bottlenecks in business service procurement first.、</p>
<p></p>
<p>Roger Luo said:The project precisely targets the infrastructure gap in AI agent payments with a clear enterprise focus. Establishing moats in compliance and ecosystem integration could position it as a critical middleware layer for AI service transactions.</p>
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		<title>Zuckerberg Vows Major 2026 AI Push, Focused on Commerce with New “Agentic” Tools</title>
		<link>https://www.publikasinews.com/chemicalsmaterials/zuckerberg-vows-major-2026-ai-push-focused-on-commerce-with-new-agentic-tools.html</link>
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		<dc:creator><![CDATA[admin]]></dc:creator>
		<pubDate>Sun, 01 Feb 2026 08:06:46 +0000</pubDate>
				<category><![CDATA[Chemicals&Materials]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[meta]]></category>
		<category><![CDATA[zuckerberg]]></category>
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					<description><![CDATA[Meta CEO Mark Zuckerberg revealed during an investor call on Wednesday that the company will roll out a new generation of AI models and products to users in the coming months. He...]]></description>
										<content:encoded><![CDATA[<div>Meta CEO Mark Zuckerberg revealed during an investor call on Wednesday that the company will roll out a new generation of AI models and products to users in the coming months. He stated, &#8220;In 2025, we rebuilt the foundation of our AI project,&#8221; and predicted that &#8220;the new year will continue to push the boundaries of technology.&#8221;&nbsp;&nbsp;</div>
<div><img decoding="async" src="https://www.publikasinews.com/wp-content/uploads/2026/02/ba5575f19f6f0e4061910ca49e9b7137.webp" data-filename="filename" style="width: 471.771px;"></div>
<div>Although no specific timeline was disclosed, Zuckerberg emphasized that AI-driven commerce will become a core focus. He noted, &#8220;New intelligent shopping tools will help users accurately match their needs from a vast business catalog.&#8221; This statement aligns with the broader industry trend of exploring AI shopping assistants—Google and OpenAI have already established intelligent transaction platforms and secured partnerships with companies such as Stripe and Uber.&nbsp;&nbsp;</div>
<div></div>
<div>Unlike other AI labs that have built extensive technical infrastructure, Meta believes its unique advantage lies in its personal data assets. Zuckerberg explained, &#8220;We are witnessing the potential of AI to understand personal context, including history, interests, content, and social relationships. The value of intelligent agents largely depends on the unique contextual information they can access, and Meta is poised to deliver an irreplaceable personalized experience.&#8221;&nbsp;&nbsp;</div>
<div></div>
<div>This announcement signals Meta’s accelerated integration of AI technology into its social and commercial ecosystems, aiming to build a differentiated competitive advantage by combining personalized data with intelligent agent technology.</div>
<div></div>
<div>Roger Luo said:<span style="color: rgb(15, 17, 21); font-family: quote-cjk-patch, Inter, system-ui, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Oxygen, Ubuntu, Cantarell, &quot;Open Sans&quot;, &quot;Helvetica Neue&quot;, sans-serif; font-size: 14px;">Meta is deeply integrating AI with social data to establish a moat in the agentic commerce space. However, whether its massive infrastructure investment can translate into a sustainable business model remains to be tested by the market.</span></div>
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