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Siri Is Getting a Better Memory

Apple is building a personal memory system that could help Siri retain information about users' lives, based on new code findings shared by code explorer pdfu.

ios 27 siri animation
In Apple's iOS 27.3 beta release, the system includes a "memory graph" that's designed to organize information about relationships, places, routines, health, workouts, and what motivates users or holds them back, according to the findings. It also identifies "memory atoms" for facts, opinions, intentions, and events, including details about the people, places, times, and topics involved.

According to pdfu, the graph uses two kinds of processes to gather info. One turns structured data into insights – like reading the name fields in a user's own contact card. The other uses an on-device AI model or Private Cloud Compute to extract insights by querying sources including Siri conversations, messages, photos, and health data.

Apparently, only one of these AI-driven processes is present so far: pdfu believes it's designed to identify motivations, barriers, and resources using a set of 60 built-in questions, including questions about routines that might interfere with adequate sleep.

From what's been uncovered so far, it's still an unfinished system – pdfu says there's no process that creates memory atoms yet, for example. In a follow-up explanation, the code sleuth also distinguished the graph from a separate store for explicit memories. The latter store has space for records in Apple's search system, but nothing writes the records yet.

Both systems reportedly use Apple's version of the Kuzu graph database. Apple acquired Kuzu in 2025, but its plans for the technology were unclear when the acquisition emerged earlier this year.

Siri already offers personal context understanding, allowing the assistant to find information about the user's life in apps like Mail, Messages, and Photos. Nothing that's been uncovered so far tells us when the unfinished memory system will become available or how users will have control over their data.

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Top Rated Comments

H.E. Pennypacker Avatar
2 hours ago at 05:26 am
Siri can’t remember how to pronounce my name. I’m not optimistic.
Score: 5 Votes (Like | Disagree)
AustinIllini Avatar
2 hours ago at 05:28 am
Only Apple can buy another company's AI model and still manage to make Siri terrible.
Score: 4 Votes (Like | Disagree)
iMac The Knife Avatar
2 hours ago at 05:39 am
Steve: Siri, my name is Steve.
Siri: From now on, I'll call you Steve.
47 seconds later...
Steve: Siri, what's my name?
Siri: I don't have an answer for that.
Score: 3 Votes (Like | Disagree)
jayducharme Avatar
41 minutes ago at 07:05 am

A "memory graph?" Is that anything like Facebook's social graph? If so, how do I opt-out?
That "social graph" surprised me. I don't do FB, but my wife does. I can be looking at something on my computer and suddenly that thing pops up on my wife's FB feed. How is that possible? It must be that "social graph" tracking me even though I don't have a FB account.
Score: 2 Votes (Like | Disagree)
karnac Avatar
55 minutes ago at 06:50 am
Apple could really shake things up with the "home assistant" if they let any mac be your core AI server, always local, secured, and then your iPhone has a dedicated tunnel to it for processing, essentially turning it into an on-device(s) model. One can only dream.
Score: 2 Votes (Like | Disagree)
Dr McKay Avatar
1 hour ago at 06:30 am

It definitely needs it. However, Siri already learns, which is kind of maddening when you first switch to Siri AI. It’s extremely good for answering questions but falls flat on its face when doing simple tasks like calling someone in your contacts. Sometimes it simply won’t find them or will always ask which number, if they have multiple. Over time it’s stopped asking which number I prefer and finds the numbers it couldn’t previously.
I swear assistants were more helpful when they were “dumb”. I briefly switched back to android when the Fold 8 launched and I could ask google to call a specific contact, it would transcribe their name correctly and then reply “Sorry, who do you want to call?”. I say their name again and it’s the same response until it gives up after 4-5 attempts.
Score: 2 Votes (Like | Disagree)
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