01 / 16
Deck 09 / Mobile ComputingVol. II · 2026

Swiss Grid Edition

Mobile
Computing.

Forty years of pocketable computers. From the Apple Newton's misread ink to a foldable device with a six-billion-parameter on-device model. Sixteen pages.

02 / 16
IndexSections
03 / 16
1973–1992Prehistory

Before the smartphone

Pocket computing precursors.

Martin Cooper places the first handheld cellular call in New York on April 3, 1973, on a Motorola DynaTAC prototype. The IBM Simon (1994) is widely cited as the first smart phone — touchscreen, email, calendar, fax, $899 retail.

HP-65 (1974) — first programmable handheld; Psion Organiser (1984) — first true PDA; Atari Portfolio (1989) — DOS in your hand.

Tally

Cellular subscribers, worldwide:

YearSubs (million)
199011
2000740
20105,400
20208,300
20258,900
04 / 16
1993Apple Newton MessagePad

Newton MessagePad.

Launched August 1993. ARM 610 at 20 MHz, 640 KB RAM, 4 MB ROM. NewtonOS introduced "soup" object storage and the famously-mocked handwriting recognizer. Discontinued by Steve Jobs on his return in 1998.

Legacy: ARM was a Newton co-investment (Apple, Acorn, VLSI, 1990) and would go on to power every modern smartphone.

Spec card

CPUARM 610 @ 20 MHz
RAM640 KB
StoragePCMCIA
Screen336×240 mono
Price$699 USD
05 / 16
1996Palm Pilot

Lessons from a wood block

Jeff Hawkins's Palm.

Hawkins carried a wooden block in his pocket for weeks, "tapping it" with a stylus, before specifying the Palm Pilot's dimensions. Released March 1996. Graffiti unistroke recognition, four buttons, clip-on cradle for HotSync.

Why Palm worked

  • Did one thing well — sync a calendar & contacts to the desktop.
  • Cheap ($299).
  • HotSync was reliable.
  • Treo (2002) was the first widely successful smartphone-PDA hybrid.
FIG. 1
Original iPhone.
The iPhone (2007) — Apple's reinvention of the smartphone. The mobile-computing era's defining product.
06 / 16
1999–2008BlackBerry

Crackberry

Push email and the executive thumb.

Research In Motion's 850 (1999) and 957 (2000) introduced reliable two-way push email over Mobitex. The 7230 (2003) added a color screen; the 8700 (2005) introduced QWERTY that the world had to acknowledge. By 2008, BlackBerry had ~50% of the U.S. smartphone market.

07 / 16
January 9, 2007iPhone

"An iPod, a phone, and an internet communicator."

Steve Jobs at Macworld 2007. 3.5" 320×480 capacitive touchscreen, no stylus, full WebKit browser, multi-touch pinch and zoom. ARM11 412 MHz, 128 MB RAM, 4/8/16 GB flash. EDGE-only on launch (3G arrived in 2008).

The App Store launched July 2008 with 500 apps; by 2026 there are over 2 million.

Inflection

The smartphone went from a niche enterprise tool to the dominant computing device on Earth in roughly seven years.

08 / 16
September 23, 2008Android & OHA

Android.

Andy Rubin's Android Inc. acquired by Google in July 2005. Android 1.0 shipped on the HTC Dream (T-Mobile G1) in October 2008 — physical keyboard, trackball, 3.2" screen. Open Handset Alliance, AOSP, an open Linux kernel + Apache-licensed user space. Today: ~70% of smartphones globally.

Architecture

+----------------------------+
|  Apps (Java/Kotlin)        |
+----------------------------+
|  Application Framework     |
+----------------------------+
|  ART runtime · libraries   |
+----------------------------+
|  HAL                       |
+----------------------------+
|  Linux kernel              |
+----------------------------+
Smartphone
09 / 16
20 yearsHow specs moved

What changed.

YearFlagshipCPURAMCell
2003Nokia 6600ARM9 104 MHz6 MB2.5G GPRS
2007iPhoneARM11 412 MHz128 MB2.75G EDGE
2010iPhone 4A4 1 GHz512 MB3G HSPA
2014iPhone 6A8 dual 1.4 GHz1 GB4G LTE
2020iPhone 12A14 6-core4 GB5G NR
2025iPhone 17 ProA19 Pro 6-core12 GB5G SA, mmWave
10 / 16
System-on-a-ChipThe mobile silicon era

The SoC.

Apple's A4 (2010) was the first Apple-designed mobile SoC. By A11 (2017) it included a Neural Engine; by A17 Pro (2023) it was 3 nm. Qualcomm Snapdragon, MediaTek Dimensity, Samsung Exynos, and Google Tensor compete in the Android ecosystem.

Modern mobile SoCs integrate: CPU clusters (P + E cores), GPU, ISP, NPU, DSP, secure enclave, modem, codec blocks. The "phone" is mostly a battery, a screen, and an antenna stack around an SoC.

Block diagram

CPU P CPU E GPU NPU ISP Modem Fabric
11 / 16
Air interface1G → 5G

Generations.

GenYearTechNotable
1G1979 / '83NTT, AMPS analogVoice only
2G1991GSM (TDMA), CDMA (IS-95)SMS, GPRS, EDGE
3G2001UMTS / W-CDMA~2 Mb/s, mobile data viable
4G2009LTE (OFDMA)~100 Mb/s, all-IP
5G2019NR, mmWave~1 Gb/s, ultra-low latency
6G~2030sub-THz, AI-nativeStandardization underway
Mobile_app
12 / 16
App storesDistribution

The App Store economy.

Apple's App Store opened July 10, 2008; Google's Android Market (later Play) launched October 2008. By 2024 the global app economy was estimated at over $500B in consumer spend. The 2024 EU Digital Markets Act forced Apple to allow alternative iOS app marketplaces in Europe — the first major change to the iOS distribution model since 2008.

13 / 16
Stack diagramHow a tap reaches a server
tap event UIKit / Compose HTTP / TLS 5G NR ↔ Internet cloud API round-trip ≈ 30–80 ms on 5G domestic, ~250 ms global.
14 / 16
Watch thisRecommended

Reading

  • 2007 Macworld keynote.
  • Andy Hertzfeld, Folklore.org.
  • BlackBerry rise & fall — Losing the Signal, McNish & Silcoff.

Watch: android history

15 / 16
GlossaryDefinitions
TermMeaning
SoCSystem-on-a-chip; many computer subsystems on one die.
HALHardware abstraction layer; in Android, the bridge between framework and drivers.
SIM / eSIMSubscriber Identity Module; eSIM is provisioned electronically.
NPUNeural processing unit; on-device AI accelerator.
OTAOver-the-air update — the standard since iOS 5 (2011).
VoLTEVoice over LTE; voice calls as IP traffic.
16 / 16
Open problemsPost-smartphone

What's next?

  • On-device foundation models & private inference.
  • Wearable/glasses form factor (Meta Ray-Ban, Apple Vision, etc.).
  • Foldables and rollables (Galaxy Z Fold, Huawei Mate XT trifold).
  • Direct-to-cell satellite (Starlink Direct, AST SpaceMobile).
  • Repairability & right-to-repair regulation.

One number

7.2B

active smartphone subscriptions worldwide, 2025 (Ericsson).

~5h

average daily smartphone use among adults, U.S. (data.ai 2024).