#mobile AI

2 articles tagged

Chart-style graphic comparing LFM2.5-DSpark speedups on H100 and Apple M4 Max, August 2026

Engineering · Aug 22, 2026 · 12 min read

LFM2.5-DSpark ships 3.2x on an H100 and 1.18x on a MacBook: the 20 August 2026 numbers mobile teams should read

Liquid AI released LFM2.5-DSpark speculative-decoding drafters on 20 August 2026. The headline 3.2x is a single H100 cell. On an M4 Max the 2.6B mean is 2.27x and the 8B MoE mean is 1.18x.

Manu Shukla

#on-device AI #speculative decoding #LFM2.5

A smartphone with a glowing neural core beside a distant cloud data center linked by a light beam

AI & Mobile · Jul 18, 2026 · 11 min read

2026 mobile AI build guide: on-device vs cloud for privacy, cost and latency

How to decide where your mobile app's AI runs in 2026: Apple's on-device AFM 3 models, Google's Gemini Nano and cloud APIs compared on privacy, cost, latency and capability, with a hybrid pattern that ships.

Manu Shukla

#on-device AI #Apple Foundation Models #Gemini Nano