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10 options Apple Intelligence wants to really compete with OpenAI and Google


iPhone 16 Siri Apple Intelligence

Jason Hiner/ZDNET

I’ve tracked Apple Intelligence’s evolution intently throughout latest months, evaluating its potential and limitations. Throughout numerous articles, I’ve explored the challenges Apple faces because it expands into synthetic intelligence (AI), from the early efforts seen within the iPhone 16 to the long-term enterprise potential and adoption of the Imaginative and prescient Professional platform.

Whereas Apple Intelligence has laid essential groundwork, many anticipated options stay incomplete or underwhelming, notably in comparison with the extra superior cloud-based AI platforms from OpenAI, Google, and Microsoft.

Additionally: Apple Intelligence arrives subsequent month: 6 AI upgrades iPhone customers can count on first

Apple’s give attention to on-device processing and privateness for Apple Intelligence is its biggest power and likewise its largest limitation. Regardless of spectacular {hardware} developments within the iPhone 16 and Apple Silicon’s neural engine, Apple Intelligence remains to be in its infancy, missing the combination, third-party help, and developer instruments wanted to compete with its cloud-based rivals.

This prime 10 function “wishlist” explores the following steps Apple may take to raise its generative AI (Gen AI) platform from a promising, transitional product to a robust, versatile AI ecosystem. I additionally assess every enchancment’s technical and strategic feasibility by drawing on latest discussions about Apple’s well being, finance, and media route. 

Additionally: Gemini Stay is rolling out to all Android customers – totally free. This is the best way to entry it

Whether or not you are a developer, tech fanatic, or just inquisitive about AI’s future, these suggestions purpose to handle the gaps Apple should fill to stay a frontrunner within the AI race.

Productiveness & Workflow Enhancements

1. Regenerative AI (RAG) APIs & AI Writing Instruments

Whereas Apple Intelligence’s writing instruments present fundamental performance like textual content rewrites and proofreading, future enhancements may leverage Regenerative AI/Retrieval Augmented Technology (RAG) APIs to introduce extra refined options. This would come with real-time grammar corrections, tone changes, and specialised fashions skilled on industry-specific languages, equivalent to authorized or medical terminology. 

By integrating specialised dictionaries and company information into apps like Mail, Notes, and Pages, professionals and college students may create extremely correct, context-aware content material that adapts to their discipline of experience. This might revolutionize workflows by enabling extra superior knowledge sourcing, rewriting, and content material era.

  • Technical Viability: Requires seamless real-time knowledge processing, specialised mannequin integration (e.g., 1B or 2B parameter fashions for authorized/medical fields), and local-cloud coordination to make sure clean efficiency. Specialised dictionaries would must be skilled and usually up to date for contextual accuracy.
  • Strategic Probability: Excessive — Apple’s push into skilled and academic markets, notably in authorized and medical sectors, makes this a beneficial and strategic extension of present AI instruments. RAG may additional solidify Apple’s foothold in these key industries.
  • Precedence: Excessive — This enhancement is essential for skilled sectors the place exact terminology and real-time knowledge incorporation are important, particularly in authorized, healthcare, and enterprise purposes.

Use Case: A authorized skilled drafting a contract may use AI to generate textual content primarily based on authorized requirements and pull related case regulation or references from safe company databases. Equally, a medical researcher may improve their papers with exact terminology and {industry} information, all sourced and verified by a specialised AI mannequin.

2. Voice-based AI Workflow Automation & Proactive Notifications

Siri may deal with complicated multi-step workflows by easy voice instructions. For instance, customers may ask Siri to “put together my day”, which might schedule conferences, prioritize emails, set reminders, and counsel routes primarily based on site visitors. Proactive notifications would intelligently filter and floor essentially the most related alerts primarily based on real-time person exercise, minimizing pointless distractions.

  • Technical Viability: Requires important enhancements in Siri’s pure language processing and job administration algorithms.

  • Strategic Probability: Excessive – As opponents like Google Assistant evolve, Siri wants to reinforce automation and productiveness to remain aggressive.

  • Precedence: Excessive – This might rework Siri from a fundamental assistant to an important instrument for day by day productiveness.

Use Case: Think about telling Siri to “schedule my conferences”. It’s going to robotically deal with all of your emails, ship invitations, and reschedule conflicting occasions primarily based on precedence — all through a easy voice command.

Additionally: The iPhone 16 is undeniably nice {hardware} – however it is best to nonetheless in all probability skip it

Safety & Privateness Enhancements

3. Enhanced AI Privateness and Safety Controls

As AI turns into extra built-in into day by day use, Apple can improve its privateness and safety controls, permitting customers to customise how AI interacts with private knowledge. Customers may have granular management over what data third-party apps can entry and the way this knowledge is used, making certain all AI interactions adjust to privateness expectations.

  • Technical Viability: Requires the growth of Apple’s already sturdy cryptographic protocols and the event of extra customizable person consent frameworks.

  • Strategic Probability: Very excessive – Privateness is central to Apple’s branding, and including extra sturdy AI controls can be important as AI utilization will increase.

  • Precedence: Excessive – International rules and shopper expectations round knowledge privateness make this a essential improvement space.

Use Case: A person can regulate permissions in order that Siri solely accesses their calendar knowledge for scheduling duties however doesn’t entry messages or places, making certain most privateness management with out compromising performance.

Additionally: The 7 greatest iOS 18 options that can make updating your iPhone worthwhile

4. Monetary Administration and Safety

AI may mix monetary administration instruments with real-time fraud detection. AI would assist customers observe spending, present budgeting recommendation, and ship predictive monetary alerts whereas monitoring transactions for uncommon or fraudulent exercise. This might deliver AI to Apple Pockets and Pay, making these instruments safer and user-friendly.

  • Technical Viability: Requires the event of strong AI algorithms to investigate monetary knowledge in real-time and detect suspicious actions.

  • Strategic Probability: Excessive – Apple’s rising involvement in monetary providers (Apple Pay, Apple Card) makes this an apparent subsequent step.

  • Precedence: Excessive – Fraud detection and personalised monetary administration are more and more essential as Apple expands its monetary providers ecosystem.

Use Case: Apple Pockets may robotically alert customers to suspicious exercise of their accounts and AI may present personalised budgeting recommendation primarily based on spending patterns, serving to customers obtain their monetary targets. 

Additionally: Each iPhone mannequin that can be up to date to Apple’s iOS 18 (and which of them will not)

Well being & Wellness Improvements

5. Superior Well being and Health

AI may present real-time diagnostics and predictive well being insights by leveraging the wealthy sensor knowledge from the Apple Watch. AI would analyze sleep patterns, coronary heart price, and exercise ranges, alerting customers to well being points like irregular heartbeats or recommending optimum exercises primarily based on previous efficiency and present health ranges.

  • Technical Viability: Requires integrating complicated well being knowledge into AI fashions able to offering real-time diagnostics and personalised well being insights.

  • Strategic Probability: Excessive – Apple’s ongoing funding in well being and health aligns properly with this enhancement, because the demand for well being tech continues to develop.

  • Precedence: Excessive – Well being and health options are key drivers for Apple Watch adoption, making this a high-priority function for Apple’s wellness ecosystem.

Use Case: AI may alert customers if their coronary heart price is irregular throughout a exercise and counsel modifying their routine. It may additionally provide personalised exercise plans primarily based on their well being knowledge to assist them attain their health targets.

Additionally: The 4 largest new well being options Apple simply introduced

Artistic & Media Instruments

6. AI-Enhanced Media Manufacturing Instruments

For inventive professionals, AI may streamline duties in Apple’s creativity instruments, equivalent to Last Reduce Professional and GarageBand. AI may automate video modifying, sound mixing, and results era, suggesting edits primarily based on person preferences and inventive model. This method would permit customers to give attention to the inventive features of their work, leaving repetitive duties to the AI.

  • Technical Viability: Requires constructing AI fashions that perceive person preferences and inventive workflows in actual time.

  • Strategic Probability: Excessive – Apple’s established presence in inventive markets makes this a pure evolution for its skilled software program suite.

  • Precedence: Reasonable – Whereas important for inventive professionals, this function serves a distinct segment market in comparison with extra extensively used instruments, equivalent to productiveness or monetary administration.

Use Case: A filmmaker utilizing Last Reduce Professional may have AI robotically reduce clips, coloration right scenes, and apply filters primarily based on their previous initiatives or inventive preferences, dramatically decreasing modifying time.

Additionally: Need Apple’s new AI options with out shopping for a brand new iPhone? Do this app

Sustainability & Accessibility

7. Sustainability and Environmental Monitoring

Apple’s AI may assist customers observe and cut back their environmental influence by gathering knowledge from HomeKit and Matter-enabled units, EVs, and sensible meters. AI may analyze vitality consumption, suggest eco-friendly alternate options, and provide personalised sustainability ideas primarily based on person habits and gadget utilization patterns.

  • Technical Viability: Requires the event of algorithms that gather and analyze knowledge from each Apple and non-Apple units, equivalent to EVs and sensible meters.

  • Strategic Probability: Reasonable – Aligns with Apple’s sustainability targets however requires important exterior partnerships for non-Apple knowledge integration.

  • Precedence: Reasonable – Sustainability is a vital however secondary focus in comparison with different AI-driven options, equivalent to safety or productiveness instruments.

Use Case: A person’s HomeKit system may work with their EV to optimize charging throughout off-peak hours, and AI would supply suggestions for decreasing vitality consumption all through the day.

Additionally: Your Apple Watch is getting an improve – listed here are the most effective options in WatchOS 11 

8. AI Accessibility for Schooling and Common Use

AI may additional improve accessibility for customers with disabilities by adapting gadget interfaces and content material dynamically. Actual-time captioning, gesture recognition, and adaptive studying environments may assist college students and customers with disabilities work together with Apple units extra simply. AI may additionally help personalised studying, adapting content material presentation primarily based on particular person wants.

  • Technical Viability: Builds on Apple’s present accessibility instruments, requiring AI enhancements for extra adaptive performance.

  • Strategic Probability: Excessive – Accessibility is core to Apple’s mission, and increasing AI right here aligns with its give attention to inclusivity and academic expertise.

  • Precedence: Excessive – Accessibility and training are important for broadening Apple’s person base, making this a precedence function.

Use Case: A scholar with a listening to impairment may use real-time captioning throughout on-line courses or lectures, whereas AI adapts studying supplies to go well with their particular person wants.

Additionally: Your AirPods Professional 2 can quickly double as over-the-counter listening to aids. This is how

Cross-Ecosystem & Personalization

9. Gen AI Retailer & Broader AI Options for IoT Gadgets

Apple may launch a devoted Gen AI Retailer for AI-powered apps, enabling customers to find and obtain AI-driven purposes for duties like private help, residence automation, and media suggestions. This might additionally prolong AI performance to Web of Issues (IoT) units, equivalent to HomePod and Apple TV, permitting AI to automate day by day routines and personalize experiences throughout the house.

  • Technical Viability: Requires a scalable infrastructure for AI mannequin distribution and integration throughout IoT units.

  • Strategic Probability: Reasonable to excessive – A devoted retailer for AI apps may open new income streams, and increasing AI to IoT units would make Apple’s ecosystem smarter.

  • Precedence: Reasonable – This might drive important service income, however gadget integration might take longer.

Use Case: A person may obtain a house automation AI from the Gen AI Retailer, which coordinates vitality utilization and residential actions primarily based on day by day routines, and studying patterns to optimize effectivity.

Additionally: Shopping for an Apple Watch Sequence 10? Take into account these 3 options earlier than upgrading

10. AI Studying and Personalization

AI may make Apple units extra intuitive by studying from person habits and behaviors. AI would supply personalised options for apps, settings, and actions, equivalent to suggesting a playlist throughout a exercise or optimizing settings for focus when work hours are detected.

  • Technical Viability: Requires refined machine-learning fashions that study dynamically from person habits throughout all units.

  • Strategic Probability: Excessive – Apple’s give attention to personalised person experiences would align completely with this function.

  • Precedence: Reasonable to excessive – Whereas not as pressing as some productiveness instruments, bettering personalization is vital to deepening person engagement.

Use Case: AI may acknowledge when a person sometimes works out, robotically suggesting their most popular exercise playlist and adjusting gadget settings like Do Not Disturb to reinforce focus. Equally, AI may study a person’s work routine and counsel apps or contacts ceaselessly used throughout work hours, streamlining day by day duties.

Additionally: Two the explanation why I am thrilled that there isn’t any new Apple Watch Extremely or AirPods Professional

The longer term 

Apple Intelligence is on the cusp of reworking how we work together with units, however it stays a piece in progress. This wishlist highlights the important thing areas the place Apple could make significant strides, from enhanced developer integration to increasing AI’s position in well being, finance, and accessibility. 

Additionally: Apple delivers on {hardware} upgrades however punts Apple Intelligence rollout

Whereas Apple’s give attention to privateness and on-device processing units it aside, the corporate should embrace a broader AI technique to fulfill person expectations. By addressing these gaps, Apple can solidify its management in AI and ship an ecosystem that is each safe and modern, driving the following wave of clever person experiences.



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