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Predictive AI is Still the Mainstay, Even Though Generative AI is Becoming More Popular

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Predictive AI is Still the Mainstay, Even Though Generative AI is Becoming More Popular

The implementation of completely new procedures and infrastructure is not necessary for generative AI.

Enterprise CEOs and boards of directors have made generative artificial intelligence (genAI) a top focus since the introduction of ChatGPT in November 2022. For example, according to a PwC survey, 84% of CIOs anticipate using genAI in 2024 to support a new business model. Without a question, genAI is a truly revolutionary technological advancement. However, it’s also critical to keep in mind that this is only one type of AI and that not all use cases will benefit from its utilization.

The definition of artificial intelligence evolves with time. A program that played tic tac toe would have been considered a form of artificial intelligence fifty years ago; not so much these days. However, the history of AI can be broadly divided into three groups.

Conventional Analytics: For the past forty years, businesses have employed analytical business intelligence (BI). However, as technology has evolved and grown more complex, the term “BI” has been replaced with “analytics.” In general, analytics uses historical data to uncover insights about past events.

Predictive artificial intelligence (AI) is a forward-thinking technology that uses historical data analysis to identify patterns that may be applied to the present to produce precise future projections.

Generative AI: GenAI examines text, photos, audio, and video content to create new content based on user requirements.

“We work with a lot of chief data and artificial intelligence officers (CAIOs),” said Thomas Robinson, COO at Domino, “and, at most, they see generative AI accounting for 15% of use cases and models. Predictive AI is still the workhorse in model-driven businesses, and future models are likely to combine predictive and generative AI.”

Predictive and generative AI are actually already being used in tandem in certain use cases. For example, reports on preliminary diagnoses can be generated by studying radiological pictures, or reports on stocks that are expected to rise in the near future can be produced by mining stock data. This means that companies will require a shared platform for creating fully functional AI, according to CIOs and CTOs.

Every kind of AI has its own stack and is not treated as such in complete AI development and deployment. It’s true that genAI might need a little more power from some GPUs, and networking might need to be strengthened for better performance in some parts of the system, but constructing a new stack from the ground up isn’t necessary unless a company is operating a genuinely massive genAI deployment on the order of Microsoft or Meta.

Additionally, testing and governance procedures don’t have to be entirely redesigned. Predictive AI-powered mortgage risk models, for instance, need to undergo extensive testing, validation, and ongoing oversight, much as genAI’s large language models (LLMs). Once more, there are distinctions, like the well-known issue with “hallucinations” with genAI. However, risk management procedures for genAI will typically resemble those for predictive AI.

One in five Fortune 100 firms rely on Domino’s Enterprise AI platform to handle AI tools, data, training, and deployment. Teams working on MLOps and AI can use this platform to manage all aspects of AI, including generative and predictive AI, from a single control center. Organizations may enable full AI development, deployment, and management by consolidating MLOps under a single platform.

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Threads uses a more sophisticated search to compete with Bluesky

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Instagram Threads, a rival to Meta’s X, will have an enhanced search experience, the firm said Monday. The app, which is based on Instagram’s social graph and provides a Meta-run substitute for Elon Musk’s X, is introducing a new feature that lets users search for certain posts by date ranges and user profiles.

Compared to X’s advanced search, which now allows users to refine queries by language, keywords, exact phrases, excluded terms, hashtags, and more, this is less thorough. However, it does make it simpler for users of Threads to find particular messages. Additionally, it will make Threads’ search more comparable to Bluesky’s, which also lets users use sophisticated queries to restrict searches by user profiles, date ranges, and other criteria. However, not all of the filtering options are yet visible in the Bluesky app’s user interface.

In order to counter the danger posed by social networking startup Bluesky, which has quickly gained traction as another X competitor, Meta has started launching new features in quick succession in recent days. Bluesky had more than 9 million users in September, but in the weeks after the U.S. elections, users left X due to Elon Musk’s political views and other policy changes, including plans to alter the way blocks operate and let AI companies train on X user data. According to Bluesky, there are currently around 24 million users.

Meta’s Threads introduced new features to counter Bluesky’s potential, such as an improved algorithm, a design modification that makes switching between feeds easier, and the option for users to select their own default feed. Additionally, it was observed creating Starter Packs, its own version of Bluesky’s user-curated recommendation lists.

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Apple’s own 5G modem-equipped iPhone SE 4 is “confirmed” to launch in March

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Tom O’Malley, an analyst at Barclays, recently visited Asia with his colleagues to speak with suppliers and makers of electronics. The analysts said they had “confirmed” that a fourth-generation iPhone SE with an Apple-designed 5G modem is scheduled to launch near the end of the first quarter next year in a research note they released this week that outlines the main conclusions from the trip. That timeline implies that the next iPhone SE will be unveiled in March, similar to when the present model was unveiled in 2022, in keeping with earlier rumors.

The rumored features of the fourth-generation iPhone SE include a 6.1-inch OLED display, Face ID, a newer A-series chip, a USB-C port, a single 48-megapixel rear camera, 8GB of RAM to enable Apple Intelligence support, and the previously mentioned Apple-designed 5G modem. The SE is anticipated to have a similar design to the base iPhone 14.

Since 2018, Apple is said to have been developing its own 5G modem for iPhones, a move that will let it lessen and eventually do away with its reliance on Qualcomm. With Qualcomm’s 5G modem supply arrangement for iPhone launches extended through 2026 earlier this year, Apple still has plenty of time to finish switching to its own modem. In addition to the fourth-generation iPhone SE, Apple analyst Ming-Chi Kuo earlier stated that the so-called “iPhone 17 Air” would come with a 5G modem that was created by Apple.

Whether Apple’s initial 5G modem would offer any advantages to consumers over Qualcomm’s modems, such quicker speeds, is uncertain.

Qualcomm was sued by Apple in 2017 for anticompetitive behavior and $1 billion in unpaid royalties. In 2019, Apple purchased the majority of Intel’s smartphone modem business after the two firms reached a settlement in the dispute. Apple was able to support its development by acquiring a portfolio of patents relating to cellular technology. It appears that we will eventually be able to enjoy the results of our effort in four more months.

On March 8, 2022, Apple made the announcement of the third-generation iPhone SE online. With antiquated features like a Touch ID button, a Lightning port, and large bezels surrounding the screen, the handset resembles the iPhone 8. The iPhone SE presently retails for $429 in the United States, but the new model may see a price increase of at least a little.

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Google is said to be discontinuing the Pixel Tablet 2 and may be leaving the market once more

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Google terminated the development of the Pixel Tablet 3 yesterday, according to Android Headlines, even before a second-generation model was announced. The second-generation Pixel Tablet has actually been canceled, according to the report. This means that the gadget that was released last year will likely be a one-off, and Google is abandoning the tablet market for the second time in just over five years.

If accurate, the report indicates that Google has determined that it is not worth investing more money in a follow-up because of the dismal sales of the Pixel Tablet. Rumors of a keyboard accessory and more functionality for the now-defunct project surfaced as recently as last week.

It’s important to keep in mind that Google’s Nest subsidiary may abandon its plans for large-screen products in favor of developing technologies like the Nest Hub and Hub Max rather than standalone tablets.

Google has always had difficulty making a significant impact in the tablet market and creating a competitor that can match Apple’s iPad in terms of sales and general performance, not helped in the least by its inconsistent approach. Even though the hardware was good, it never really fought back after getting off to a promising start with the Nexus 7 eons ago. Another problem that has hampered Google’s efforts is that Android significantly trails iPadOS in terms of the quantity of third-party apps that are tablet-optimized.

After the Pixel Slate received tremendously unfavorable reviews, the firm first declared that it was finished producing tablets in 2019. Two tablets that were still in development at the time were discarded.

By 2022, however, Google had altered its mind and declared that a tablet was being developed by its Pixel hardware team. The $499 Pixel Tablet was the final version of the gadget, which came with a speaker dock that the tablet could magnetically connect to. (Google would subsequently charge $399 for the tablet alone.)

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