Showing posts with label 16. Show all posts
Showing posts with label 16. Show all posts

Saturday, January 27, 2024

How Apple's AI advances could make or break the iPhone 16 #davidlimnz

 Wall Street is predicting a rough 2024 for Apple's iPhone franchise because of a lack of interesting new hardware features. Could artificial intelligence software make an iPhone 16 shine brighter?

Some Apple stock bulls think so. Morgan Stanley analyst Erik Woodring this month opined that 2024 "will be the year that Apple's 'Edge AI' opportunity comes to fruition," and that it could power the new crop of iPhones this fall to greater heights. 

Also: The iPhone 16 Ultra camera will integrate the biggest leap in photos since B&W-to-color 

Apple's iPhone sales, led by the current iPhone 15, are expected to decline by about 2% this year, according to estimates compiled by FactSet Systems, to 229 million units, as the current iPhone cycle underwhelms with merely iterative hardware features. 

But come 2025, wrote analyst Woodring, current Wall Street expectations for growth of 4%, to 237 million units, could turn out to be 15% higher if an iPhone 16 has enhanced AI capabilities.



"If we are correct, and new LLM-enabled software features drive an upgrade cycle, then we see the potential for up to 15% upside to our FY25 iPhone shipment forecast," wrote Woodring. The acronym "LLM" refers to "large language models" such as OpenAI's GPT-4.


Woodring speculates that the world will see details at Apple's Worldwide Developer Conference this summer, "highlighted by an LLM-powered Siri 2.0 and a broader GenAI-enabled operating system that has the potential to catalyze an iPhone upgrade cycle." 


Why is "LLM-powered" such a big deal? To use large language models akin to OpenAI's GPT-4 requires a phone to go back and forth to the network, sending prompts and retrieving responses. Even on a desktop computer with an ethernet connection, the round-trip means waiting a while for a response. In a mobile device on a cellular network, relying on the cloud connection could result in one of those awkward moments where Siri seems brain-dead.


Also: iPhone 15 review: I spent a month with Apple's base model and found it more 'Pro' than ever


Instead, what's needed is to eliminate the cloud reliance and move more of the LLM processing locally, on the device. Apple already has what it calls the "Neural Engine" in the iPhone, a separate collection of circuits for running AI. However, the AI tasks performed by the Neural Engine -- tasks much less demanding than an LLM -- are likely to involve very carefully defined functions such as face recognition, where the use of the circuits has been carefully curated. 

Taking an off-the-shelf large language model and running it locally is bound to be a much more demanding task. 

Woodring bases much of his enthusiasm about this year's AI on a paper published this month by Apple researchers Keivan Alizadeh and colleagues, titled, "LLM in a flash: Efficient large language model inference with limited memory," which is posted on the arXiv pre-print server.


Also: Humane's aspiring smartphone-killer 'Ai Pin' may be the most 2023 product yet


The crux of the paper is that LLMs take up a lot of memory, and Apple has found a clever way to use the vast storage of the resident flash memory -- the stuff that holds the iPhone's files. With special software, an LLM can be easily moved into and out of main memory, DRAM, with the illusion of having a lot more DRAM than is typical on the phone.

Read the rest of the article here...



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Thursday, December 29, 2011

The 16 Universal Laws: What you know about them?


Law of Mechanical Repair
 – After your hands become coated with grease, your nose will begin to itch and you’ll have to pee.
Law of Gravity – Any tool, nut, bolt, screw, when dropped, will roll to the least accessible corner.
Law of Probability -The probability of being watched is directly proportional to the stupidity of your act.
Law of Random Numbers – If you dial a wrong number, you never get a busy signal and someone always answers.
Law of the Alibi – If you tell the boss you were late for work because you had a flat tire, the very next morning you will have a flat tire.
Variation Law – If you change lines (or traffic lanes), the one you were in will always move faster than the one you are in now (works every time).
Law of the Bath – When the body is fully immersed in water, the telephone rings.
Law of Close Encounters -The probability of meeting someone you know increases dramatically when you are with someone you don’t want to be seen with.
Law of the Result – When you try to prove to someone that a machine won’t work, it will..
Law of Biomechanics – The severity of the itch is inversely proportional to the reach.
Law of the Theater and Hockey Arena – At any event, the people whose seats are furthest from the aisle arrive last and they are the ones who will leave their seats several times to go for food, beer, or the toilet and who leave early before the end of the performance or the game is over. While those in the aisle seats come early, never move once, have long gangly legs or big bellies and who stay to the bitter end of the performance and beyond. The aisle people also are very surly folk.
The Starbucks Law – As soon as you sit down to a cup of hot coffee, your boss will ask you to do something which will last until the coffee is cold.
Murphy’s Law of Lockers – If there are only two people in a locker room, they will have adjacent lockers.
Law of Logical Argument – Anything is possible if you don’t know what you are talking about.

Wilson’s Law of Commercial Marketing Strategy
 – As soon as you find a product that you really like, they will stop making it.
Doctors’ Law – If you don’t feel well, make an appointment to go to the doctor, by the time you get there you’ll feel better. Don’t make an appointment and you’ll stay sick.
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