AI Hardware & Chips: Daily News · 5 Oct 2026 · 4 min

ASIC Rise, TSMC's $40B Quarter & Nvidia's $1.5B Packaging Bet

Custom silicon is overtaking GPUs faster than the market expected — ASIC servers are on track for 27.8% of AI shipments by 2026. Today's briefing covers TrendForce's revised forecast, Google-Marvell's full-stack expansion, Nvidia's Amkor bet, TSMC's record revenue, and SK Hynix's HBM dominance.

AI Hardware & Chips: Daily News
Now Playing
ASIC Rise, TSMC's $40B Quarter & Nvidia's $1.5B Packaging Bet

Audio is available on Spreaker — see link below.

What's covered

ASIC Inflection Point

TrendForce just revised its AI server growth forecast upward again, and the number that stands out isn't the headline figure. It's this: ASIC servers are on track to represent twenty-seven point eight percent of all AI server shipments by twenty twenty-six, growing faster than GPU servers.

Listen now →

Google Marvell Custom Chip Expansion

Google and Marvell expanded their partnership this year to cover the full AI infrastructure stack. That means AI inference accelerators, storage controllers, networking, and near-memory computing products built around the TPU ecosystem.

Listen now →

Nvidia Amkor $1.5B Packaging Bet

Nvidia's response to all of this is telling. The company committed one point five billion dollars in advance payments to Amkor to expand advanced packaging capacity in the United States.

Listen now →

TSMC Advanced Node Crunch

TSMC's own numbers make the constraint visible. Revenue hit forty point two billion dollars in the second quarter of this year, up thirty-three point seven percent year over year.

Listen now →

SK Hynix HBM Dominance

SK Hynix earned TSMC's Partner of the Year award for the second consecutive year, with HBM5 and CoWoS cooperation formally deepened. The company controls roughly fifty percent of global HBM revenue and is already negotiating twenty twenty-seven volumes and pricing.

Listen now →

Arm Edge AI Rally

Arm gained five point one eight percent in a single session, closing at three hundred and seven dollars and forty-nine cents. The market was repricing the stock for AI workloads beyond mobile: edge computing, autonomous vehicles, robotics, and agentic AI.

Listen now →

What To Watch Next

The metrics that matter most right now are TSMC's CoWoS expansion timeline, Marvell's tape-out execution heading into twenty twenty-eight, and whether SK Hynix can hold its HBM pricing position through twenty twenty-seven negotiations. The ASIC inflection is real and accelerating.

Listen now →

Chapter summary auto-generated from the verified script. Listen to the full episode for the complete content.

More episodes

From AI Hardware & Chips: Daily News