Topicssubstrates
The Substrate Underneath
A sourced reference collection on the laminate board every AI accelerator sits on — why substrate suppliers are being handed their customers' capital to build factories, why organic laminate is running out of area, and why the glass core that was supposed to replace it has consumed a billion dollars and three years without reaching a single product.
- Assertions
- 9
- Sources consulted
- 18
- Read in full
- 5/18
- Cited as evidence
- 5
18 sources sit behind this page — including any that arrive with a concept this page shares with another collection. 5 were retrieved and read in full, and only those can back an assertion. 3 could not be retrieved, and 10 were surfaced and deliberately set aside. Every one of them is named in the register below, with the reason in view. How we source this.
Timeline newest first · evenly spaced, not to scale
Our own synthesis, written to orient you — not evidence. Every factual statement here is asserted and sourced further down this page.
Underneath the silicon and underneath the interposer there is a board. The package substrate fans thousands of connections out from the die complex to the motherboard and carries power back in, built by laminating alternating layers of insulating film and copper onto a core. It is the least photographed component in an accelerator and one of the hardest to buy.
How hard is readable from what suppliers are spending, which is a better instrument than any forecast because it is board-approved and filed. IBIDEN approved approximately 500 billion yen of capital investment across fiscal 2026 to 2028, roughly 220 billion of it centred on its Gama plant in Ogaki, explicitly for AI and high-performance server substrates. AT&S went further, in a form that carries more weight: an ad-hoc disclosure — the regulated announcement a listed company must make when information moves its price — stating agreements with AMD and one unnamed technology company to expand high-end substrate capacity in Kulim, Malaysia, with the 1.5 to 2.0 billion euros required fully financed by long-term customer commitments. The customer is funding the supplier's factory. That is what a buyer does when it is more worried about getting the part than about its price.
The technical problem is area. As accelerator packages grow, the substrate beneath them has to stay flat across a wider span while carrying more layers, and organic laminate warps. For scale: one estimate puts NVIDIA's Rubin Ultra package at roughly 7,470 square millimetres, about nine reticles of silicon and memory, against around 2,739 for Blackwell. Round interposer wafers waste a growing share of their area on rectangular products at that size, and CoWoS interposer wafers run on the order of $10,000 each, comparable to a processed 7nm wafer.
The proposed answer is to replace the organic core with glass. Intel announced it in September 2023 with more than a billion dollars behind it, claiming a tenfold increase in interconnect density and 50% less pattern distortion. The mechanism is thermal expansion: a glass core can be tuned to roughly 3 to 10 parts per million per degree Celsius against silicon's 2.6, which cuts warpage by about half, and a rectangular 510 by 515 millimetre panel devotes more than 75% of its area to large die against roughly 50% for a round 300 millimetre wafer.
Three years on it is in no commercial product, and every timeline has slipped. Absolics planned mass production for the first half of 2024 and is now targeting the end of 2026; a U.S. government award summary written earlier expected first customer deliveries in 2025. Intel has moved to licensing its patents and showing demonstration vehicles, with deployment pointed at around 2030. The obstacles are specific: glass chips and cracks at the edges during drilling and dicing, and while edge coating has cut measured edge stress from 95 MPa to 49 MPa, metallising vias below ten microns and holding nanometre-scale flatness across a half-metre panel remain unsolved.
The most useful thing anyone has written about the field is a sourcing observation rather than an engineering one: no production design exists, and every customer publicly attached to glass — AMD, Broadcom, AWS, NVIDIA — comes from industry reporting rather than from confirmation by anyone involved. TSMC, whose decision matters most, is going panel-level first on 310 by 310 millimetre panels with glass integration described by an equipment supplier as under review rather than committed.
What is deliberately absent is named. The ABF shortage is among the most repeated stories in this supply chain and among the worst sourced. Estimates of one company's share of the build-up film market that surfaced in a session's searching ran from 58% to over 95%, all from syndicated reports that sit behind purchase and disagree with each other. None is used, and no market-share, market-size, shortage-percentage or price-increase figure is asserted anywhere on this page.
Figures
Every number below is asserted and sourced elsewhere on this page.
The package the substrate has to stay flat under
Estimated package area by accelerator generation. The substrate problem is this number, because organic laminate loses dimensional stability as the span grows.
Estimated package area, square millimetres
Blackwell
Rubin Ultra
TrendForce estimates reported in August 2026: roughly 2,739 mm-squared for Blackwell and roughly 7,470 mm-squared for Rubin Ultra, the latter described as about nine reticles' worth of silicon and memory. Both are third-party estimates of package area, not manufacturer specifications, and Rubin Ultra is an announced future product.
How much of the panel becomes product
Share of area usable for large die, rectangular glass panel against round silicon wafer. This is the geometric half of the case for changing shape.
Share of area usable for large die, per cent
Round 300 mm wafer
Rectangular 510 x 515 mm panel
Reported August 2026: more than 75% of a rectangular 510 x 515 mm panel's area is usable for large die, against roughly 50% for a round 300 mm wafer. Both are figures for large rectangular products specifically; the penalty is smaller for small die.
Concepts
The vocabulary this subject is built from, and what we can show about each.
CoWoS (Chip-on-Wafer-on-Substrate)
packaging technologyshared from another collection — see its own page for what it assertsPanel-Level Packaging
packaging technologyshared from another collection — see its own page for what it assertsReticle Limit
processshared from another collection — see its own page for what it assertsSilicon Interposer
packaging technologyshared from another collection — see its own page for what it assertsThe Glass Core Substrate
packaging technologyIntel claimed in September 2023 a 10x interconnect density increase and 50% less pattern distortion for glass over organic substrates; the mechanism is a core tunable to roughly 3-10 ppm per degree Celsius against silicon's 2.6, halving warpage, with rectangular panels using over 75% of their area for large die against roughly 50% for round wafers.
2 sources2 retrieved & read
- SupportsPrimary evidenceRetrieved & readIntel Unveils Industry-Leading Glass Substrates to Meet Demand for More Powerful Compute
- SupportsRetrieved & readGlass substrate roadmaps examined — Absolics in final qualification and a first product that keeps slipping
The glass programmes are mostly Korean and Japanese: Absolics at Covington with 12,000 square metres a year of Phase 1 capacity, Samsung Electro-Mechanics' 482.1 billion won GLASEM joint venture targeting an operating plant in the second half of 2027, LG Innotek at Gumi for 2027-2028, and Dai Nippon Printing, Toppan and Nippon Electric Glass in Japan — while TSMC goes panel-level first with glass under review.
2 sources2 retrieved & read
- SupportsRetrieved & readAbsolics (Georgia) — CHIPS for America award summary
- SupportsRetrieved & readGlass substrate roadmaps examined — Absolics in final qualification and a first product that keeps slipping
Glass-core substrates are in no commercial product three years after Intel's announcement: Absolics slipped from first-half 2024 to end-2026, Intel moved to licensing with deployment around 2030, edge cracking and sub-ten-micron via metallisation remain open, and every named customer comes from industry reporting rather than confirmation.
2 sources2 retrieved & read
- SupportsRetrieved & readGlass substrate roadmaps examined — Absolics in final qualification and a first product that keeps slipping
- QualifiesRetrieved & readAbsolics (Georgia) — CHIPS for America award summary
The IC Package Substrate
packaging technologyThe package substrate is a laminate of alternating insulating film and copper layers that fans a die complex out to the motherboard and delivers power inward; its difficulty scales with layer count and area, and organic laminates lose dimensional stability as accelerator packages grow.
2 sources2 retrieved & read
- SupportsPrimary evidenceRetrieved & readIntel Unveils Industry-Leading Glass Substrates to Meet Demand for More Powerful Compute
- SupportsRetrieved & readGlass substrate roadmaps examined — Absolics in final qualification and a first product that keeps slipping
IBIDEN approved approximately 500 billion yen of electronics capital investment for fiscal 2026-2028 citing AI and high-performance server substrate demand, and AT&S disclosed that the 1.5-2.0 billion euros for its Kulim expansion is fully financed by long-term customer commitments — the buyer funding the supplier's factory.
2 sources2 retrieved & read
- SupportsPrimary evidenceRetrieved & readAT&S expands AI substrate capacity in Kulim and increases outlook for 2026/27 (ad-hoc release)
- SupportsPrimary evidenceRetrieved & readNotice Regarding Capital Investment Plan for High-Performance IC Package Substrates
The Packaging Capacity Constraint
processshared from another collection — see its own page for what it assertsTimeline
What actually happened, in order, with sources.
- 1 Malaysia
- 1 Japan
- 1 United States
- 1 Unattributed
Where this topic’s events took place, as far as our sources establish it. Events with no single location — a standards publication, say — and events we have not yet attributed are both counted as unattributed rather than omitted.
Aug 27, 2026
Three Years On, Glass Is Still Not in a Product
A survey published 27 August 2026 records glass-core substrates in final qualification and no commercial product: Absolics slipped from first-half 2024 to end-2026, Intel to around 2030, GLASEM targets the second half of 2027 — and no production design exists, with every named customer coming from industry reporting rather than confirmation.
1 source1 retrieved & read
Jun 13, 2026
A Customer Funds Its Supplier's Factory
AT&S disclosed on 13 June 2026 agreements with AMD and one unnamed technology company to expand high-end IC substrate capacity at Kulim, stating the 1.5-2.0 billion euros required is fully financed by long-term customer commitments, and raising 2026/27 revenue growth guidance to 45-55% and EBITDA margin guidance to 32-37%.
1 source1 retrieved & read
- SupportsPrimary evidenceRetrieved & readAT&S expands AI substrate capacity in Kulim and increases outlook for 2026/27 (ad-hoc release)
Feb 3, 2026
A Substrate Maker Commits 500 Billion Yen
IBIDEN's board approved approximately 500 billion yen of electronics capital investment for fiscal 2026-2028 on 3 February 2026, roughly 220 billion of it centred on the Gama Plant in Ogaki with mass production from fiscal 2027, citing AI and high-performance server substrate demand.
1 source1 retrieved & read
- SupportsPrimary evidenceRetrieved & readNotice Regarding Capital Investment Plan for High-Performance IC Package Substrates
Sep 18, 2023
Intel Opens the Glass Substrate Race
Intel announced glass substrates on 18 September 2023, claiming a 10x interconnect density increase and 50% less pattern distortion over organic, with complete solutions promised in the second half of the decade — claims made without a stated baseline, and a timeline since reported as having moved to around 2030.
2 sources2 retrieved & read
- SupportsPrimary evidenceRetrieved & readIntel Unveils Industry-Leading Glass Substrates to Meet Demand for More Powerful Compute
- QualifiesRetrieved & readGlass substrate roadmaps examined — Absolics in final qualification and a first product that keeps slipping
Source register
All 18 sources behind this page — what we read, what we tried to read and could not, and what we looked at and set aside, with the reason in view for each. A concept shared with another collection brings its own references with it, so some entries here were surfaced for a neighbouring topic rather than this one.
- Cited as evidence
- 5
- Tried, could not read
- 3
- Surfaced, set aside
- 10
Cited sources 5 distinct links
Original publisher links. Files open on the publisher’s site; we do not host copies. A linked document is not an additional source or an independent verification.
- Absolics (Georgia) — CHIPS for America award summary ↗
NIST, U.S. Department of Commerce
- AT&S expands AI substrate capacity in Kulim and increases outlook for 2026/27 (ad-hoc release) ↗
AT&S Austria Technologie & Systemtechnik AG (via EQS) · Published 2026-06-13
- Glass substrate roadmaps examined — Absolics in final qualification and a first product that keeps slipping ↗
Tom's Hardware · Published 2026-08-27
- Intel Unveils Industry-Leading Glass Substrates to Meet Demand for More Powerful Compute ↗
Intel Corporation · Published 2023-09-18
- Notice Regarding Capital Investment Plan for High-Performance IC Package Substrates ↗
IBIDEN CO., LTD. · Published 2026-02-03
Tried, could not read3
We attempted these and were refused or served nothing. Nothing on this page rests on them; they are published so the gaps are checkable rather than invisible.
Surfaced, set aside10
These came up while researching and were deliberately not used. We do not claim to have read them — each is listed with why it was passed over, so the shape of the survey is visible and not just its conclusions.
- Ajinomoto Build-up Film product and business disclosure
- Chip-on-Wafer-on-Substrate (CoWoS) - TSMC
- DigiTimes reporting on Taiwanese ABF substrate capacity and Unimicron
- MIT Technology Review reporting on early Absolics glass production yields
- Samsung Electro-Mechanics and the GLASEM glass-core joint venture
- Syndicated Ajinomoto Build-up Film and ABF substrate market reports
- TSMC Accelerates CoPoS Packaging to Replace CoWoS, as Glass Core Substrates Cut Costs 30% and Boost Wafer Utilization Past 90%
- TSMC Advances Panel-Level Packaging, CoPoS Pilot Line Reportedly Set for June Completion
- TSMC Prepares CoPoS: Next-Gen 310 x 310 mm Packages
- Unimicron Technology Corporation investor disclosure
Coverage & limits
What this page does and does not claim.
Tenth packet, and the one where what is left out matters most. Eleven sources were consulted: five were retrieved and read, and six were surfaced and set aside with a stated reason. One of the reads returned only navigation furniture to the automated fetcher and was opened in a browser instead; no paywall, subscription or challenge was circumvented anywhere in this collection. The deliberate absence is the ABF shortage literature. Estimates of a single supplier's share of the build-up film market ranged, within one session's searching, from 58% to over 95%, and market-size estimates for the same year differed by an order of magnitude — all from syndicated reports that sit behind purchase and disclose no method. None is used, and no market-share, market-size, shortage-percentage, price-increase or layer-count-progression figure appears anywhere on this page, even though those numbers are the most widely circulated things written about this subject. What is asserted instead is what suppliers have themselves filed and announced: a board-approved capital plan and a regulated ad-hoc disclosure, both of which are harder statements about demand than a forecast. On glass, Intel's ratios are recorded as its claims, given without a stated baseline; the engineering figures come from a survey that is explicit about what has slipped and by how much, and its closing observation — that no production design exists and that every customer attached to glass comes from industry reporting rather than confirmation — is carried onto the page as a finding rather than dropped. Named gaps, in order of value: Ajinomoto's own disclosure about the film that gives ABF substrates their name, for which no working URL was established after two 404s, and which is why nothing about film supply is asserted here; DigiTimes reporting on Taiwanese substrate capacity, which sits behind subscription and is why Unimicron appears as a name with no figure attached while the Japanese and Austrian suppliers appear with figures they filed themselves; Samsung Electro-Mechanics' own announcement of the GLASEM joint venture; MIT Technology Review's reporting on early Absolics yields, which reaches this page second-hand and is attributed that way; and Unimicron's own investor disclosure. Not yet editor-reviewed; every assertion reads as reported.
Source check, 2026-09-17. Numeric-presence checks passed for 9 assertions using available source text, which may be cached. This is not verification of their meaning. What this check does and does not prove →
- Not editor-reviewed unless labelled. Assertions marked Reported are assembled from the sources shown and have not yet been checked by an editor. Only Primary source and Corroborated mean a human verified them.
- Disagreements are preserved, not resolved. Where sources conflict, both accounts appear and the assertion is marked Disputed.
- Retrieval status is disclosed per source. A source we could not open is never counted as evidence for an assertion.
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