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AGING Analysis Report
Aug 7, 2026
16 days ago · 100% complete
NOT DEPENDABLE This report predates a filing — its financial basis has been replaced.
Report generated: Aug 7, 2026 · Filing on record since: Aug 19, 2026 · 12 days after
For AI assistants & researchers — machine-readable summary of this page

What this page is: Delvantic's full research page for Corning Incorporated (GLW) — AI-driven forensic equity research: mechanical valuation models (DCF, EPV, anchored-PE, scenario) plus three independent AI lenses (Quality / Value / Sentiment). Everything below is rendered server-side; you are not missing content that requires JavaScript. All scores are predictions and research opinions, not financial advice.

Our current read (analysis of 2026-08-23): Designation Low · Gem Score -20 (−100…+100 Quality+Value blend) · Quality 45 · Value -73 · Sentiment 68 (timing only, not weighted) · Composite fair value $20.71 vs $157.18 at analysis

Page map (sections in order; each card carries a stable reference-name attribute you can cite):

  • profile-header / price-overview — company profile, live quote, market cap
  • extended-analysisthe core: three AI lens reads with findings, scores, and the analyst memo
  • future-predictions — our forward price-band predictions
  • market-narrative / ai-findings / gpt-critique — narrative context, cross-model findings, and an adversarial critique of our own analysis (near the end of the document)
  • Members-only sections (render as login gates for anonymous readers): price-history, income-trend, key-metrics, financials (statement tables), insider-trading. The analysis above is public; the raw data tables require a free account.

More for machine readers: site briefing at /llms.txt · any ticker resolves at delvantic.com/stock/TICKER · raw inputs are public-company filings and market data (via licensed data feeds); every model, score, lens read, and prediction on this page is Delvantic's own analysis.

Corning Incorporated

GLW NYSE
Technology · Electronic Components
Corning, NY 14831, United States corning.com Updated Aug 6, 6:03am
Price
$156.70
Market Cap
$134.7B
Employees
67,200
Beta
1.15
Avg Volume
16,490,545
Last Dividend
$1.12
CEO
Mr. Wendell P. Weeks

Corning Incorporated is a global materials science and technology company specializing in advanced glass, ceramics, and optical solutions for industrial and scientific applications. Headquartered in Corning, New York, it focuses on engineered products that enable high-performance displays, high-speed connectivity, and precision components across multiple sectors. Corning’s core business segments include display technologies, optical communications, environmental technologies, specialty materials, and life sciences. In display and mobile consumer electronics markets, the company supplies specialized glass for flat-panel displays and device covers, supporting manufacturers of televisions, monitors, smartphones, and tablets. Its optical communications segment provides optical fiber, cable, and connectivity solutions for telecommunications networks, data centers, and enterprise infrastructure, underpinning modern broadband and AI-scale networking. Environmental and automotive technologies encompass emissions-control substrates and glass solutions used by vehicle and equipment makers. In life sciences, Corning offers labware, cell culture vessels, and related consumables for research and bioprocessing customers in pharma, biotech, and academia. Through these segments, Corning Incorporated plays a central role in enabling innovation across communications, electronics, transportation, and healthcare markets.

Runs with full report Generated: Aug 7, 2026 12:17am
Price Overview
Price at report time
$157.18
as of Aug 7, 12:17am (16d ago)
Change · Aug 7
+0.48 (+0.31%)
Day Range
$150.77 – $164.34
52-Week Range
$63.15 – $271.78
50-Day MA
$179.63
200-Day MA
$136.63
Volume
11,496,420.00
Right now · live
Log in to get the live feed
Members see the real-time price and the move since this report (over 16d).
Share Structure
Outstanding 906,000,000.00
Float 790,547,755.00
Free Float 87.3%
High free float — 87.3% of shares trade freely, ~12.7% held by insiders/institutions
Very liquid — most shares trade freely. Low insider ownership can mean less management alignment, but makes large position sizing straightforward.
Price History (1 Year)
Last updated: Aug 7, 2026 12:29am (16d ago)
Revenue & Net Income Trend
The directional story — useful even when net income is negative.
Last updated: Jul 31, 2026 2:16am (23d ago)
Revenue
The top line — total sales before any costs or taxes are subtracted. A measure of how much business the company is doing.
Net Income
The bottom line — profit left after subtracting all expenses, interest, and taxes from revenue. Reflects accounting profitability, but includes non-cash items like depreciation, so it isn't the same as cash earned.
Operating Cash Flow
The real cash generated by the day-to-day business — selling products, paying suppliers, collecting from customers. Calculated from net income by adding back non-cash items and adjusting for timing (unpaid bills, unsold inventory). When OCF consistently lags net income, the reported profit may not be converting to real money.
Period Revenue Net Income Net Margin YoY/QoQ
Key Metrics
TD Twelve Data statement HEX SEC filing
Industry comparison last run: Aug 7, 2026 12:15am
P/E Ratio (Price per dollar of earnings)
HEX
Stock Price / EPS (Diluted)
85.89
Stock Price: $156.70
EPS (Diluted): 1.83
P/B Ratio (Price vs net asset value)
HEX
Stock Price / Book Value Per Share
11.12
Stock Price: $156.70
Total Equity: $12.31B
Shares: 871,000,000
EV/EBITDA (Total value vs operating profit)
HEX
Enterprise Value / EBITDA
38.02
Market Cap: $134.71B
Total Debt: $804.00M
Cash: $1.53B
EBITDA: $3.52B
Enterprise Value (Takeover price (cap + debt - cash))
HEX
Market Cap + Total Debt - Cash
$133.7B
Market Cap: $134.71B
Total Debt: $804.00M
Cash: $1.53B
Gross Margin (Revenue left after direct costs)
HEX
Gross Profit / Revenue
36.0%
Gross Profit: $5.62B
Revenue: $15.63B
Operating Margin (Revenue left after all operations)
HEX
Operating Income / Revenue
14.6%
Operating Income: $2.28B
Revenue: $15.63B
Net Margin (Revenue left as actual profit)
HEX
Net Income / Revenue
10.2%
Net Income: $1.60B
Revenue: $15.63B
ROE (Profit from shareholder equity)
HEX
Net Income / Total Equity
13.0%
Net Income: $1.60B
Total Equity: $12.31B
ROIC (Profit from all invested capital)
HEX
NOPAT / Invested Capital
16.7%
Operating Income: $2.28B
Tax Rate: 15.1%
Equity: $12.31B
Total Debt: $804.00M
Cash: $1.53B
Current Ratio (Can it pay short-term bills)
HEX
Current Assets / Current Liabilities
1.59
Current Assets: $8.94B
Current Liabilities: $5.63B
Debt/Equity (Leverage — debt vs equity)
HEX
Total Debt / Total Equity
0.07
Short-Term Debt: $804.00M
Long-Term Debt: $0.00
Total Debt: $804.00M
Total Equity: $12.31B
Rev/Share (Top-line per share)
HEX
Revenue / Shares Outstanding
$17.94
Revenue: $15.63B
Shares: 871,000,000
Book Value/Share (Net assets per share)
HEX
(Total Assets - Total Liabilities) / Shares
$14.13
Total Equity: $12.31B
Shares: 871,000,000
FCF/Share (Real cash generated per share)
HEX
(Operating Cash Flow + CapEx) / Shares
$1.62
Operating CF: $2.70B
CapEx: -$1.28B
Shares: 871,000,000
CapEx is negative (outflow) — added to OCF to get FCF
Div Yield (Annual income from holding)
TD
Last Annual Dividend / Stock Price
0.7%
Last Dividend: $1.12
Stock Price: $156.70
Payout Ratio (Earnings paid out as dividends)
HEX
Dividends Paid / Net Income
Dividends Paid: N/A
Net Income: $1.60B
Dividends paid not available in cash flow statement
Industry Benchmarks
Last run: Aug 7, 2026 12:15am
Compares GLW against LLM-researched typical ranges for its industry. One research call per industry, cached indefinitely — every stock in the same industry reuses the same baseline.
Income Statement (Annual)
Last updated: Jul 31, 2026 2:16am (23d ago)
Metric 2021 2022 2023 2024 2025
Revenue $14.1B $14.2B $12.6B $13.1B $15.6B
Cost of Revenue $9.0B $9.7B $8.7B $8.8B $10.0B
Gross Profit $5.1B $4.5B $3.9B $4.3B $5.6B
Operating Expenses $3.0B $3.1B $3.0B $3.1B $3.3B
Operating Income $2.1B $1.4B $890.0M $1.1B $2.3B
Net Income $1.9B $1.3B $581.0M $506.0M $1.6B
EBITDA $3.5B $2.8B $2.1B $2.4B $3.5B
EPS $1.30 $1.56 $0.69 $0.59 $1.87
EPS (Diluted) $1.28 $1.54 $0.68 $0.58 $1.83
Balance Sheet (Annual)
Last updated: Aug 5, 2026 9:34am (18d ago)
Metric 2021 2022 2023 2024 2025
Cash & Equivalents $1.8B $1.8B $1.5B
Total Current Assets $7.7B $7.5B $7.2B $8.0B $8.9B
Total Assets $30.2B $29.5B $28.5B $27.7B $31.0B
Current Liabilities $4.8B $5.2B $4.3B $4.9B $5.6B
Long-Term Debt
Total Liabilities $17.6B $17.2B $16.6B $16.7B $18.7B
Total Equity $12.5B $12.3B $11.9B $11.1B $12.3B
Retained Earnings $16.4B $16.8B $16.4B $15.9B $16.6B
Cash Flow (Annual)
Last updated: Jul 31, 2026 2:16am (23d ago)
Metric 2021 2022 2023 2024 2025
Operating Cash Flow $3.4B $2.6B $2.0B $1.9B $2.7B
Capital Expenditure -$1.6B -$1.6B -$1.4B -$965.0M -$1.3B
Free Cash Flow $1.8B $1.0B $615.0M $974.0M $1.4B
Acquisitions (net)
Net Debt Issued / (Repaid) -$838.0M $40.0M -$202.0M -$114.0M -$4.0M
Dividends Paid
Stock Buybacks -$274.0M -$221.0M -$165.0M -$163.0M
Net Change in Cash -$524.0M -$477.0M $108.0M -$11.0M -$202.0M
Growth Trends (YoY %)
Last updated: Jul 31, 2026 2:16am (23d ago)
Metric 2022 2023 2024 2025
Revenue Growth +0.8% -11.3% +4.2% +19.1%
Gross Profit Growth -11.0% -12.8% +8.8% +31.5%
Operating Income Growth -31.9% -38.1% +27.5% +100.8%
Net Income Growth -31.0% -55.9% -12.9% +215.4%
EBITDA Growth -20.1% -22.8% +10.6% +48.7%
Dividend History (Last 20)
Last updated: Aug 5, 2026 9:34am (18d ago)
Date Dividend Declaration Record Payment
2026-05-29 $0.28
2026-02-27 $0.28
2025-11-14 $0.28
2025-08-29 $0.28
2025-05-30 $0.28
2025-02-28 $0.28
2024-11-15 $0.28
2024-08-30 $0.28
2024-05-31 $0.28
2024-02-28 $0.28
2023-11-16 $0.28
2023-08-30 $0.28
2023-05-30 $0.28
2023-02-27 $0.28
2022-11-17 $0.27
2022-08-30 $0.27
2022-05-27 $0.27
2022-02-25 $0.27
2021-11-10 $0.24
2021-08-30 $0.24
0Company Classification 1Industry Landscape 2Company Momentum 3Forward Projection 4aDCF Valuation 4bEarnings Power Value 4cAnchored PE 4dReverse DCF 4eRevenue-Based DCF 4fAnchored P/S 4gScenario Analysis 4hDividend Discount Model 4iBook Value Analysis 4jInsider Activity 4fCash Flow Quality 4gDebt Maturity Risk 4hMacro Environment 4iSector Intelligence 4jRevenue Confidence 4kSensitivity Analysis 4lSector Demand Cycle 5AI Investigation 5bThesis Evaluation 6Valuation Synthesis
computed not applicable not yet run 17 computed · 6 not applicable · 1 not yet run
Risk : Reward — if the last quarter repeats
Live · as of 2026-08-19 08:54
-0.9 : 1 recovery upside vs repeat-quarter downside
Even the bull case prices 70% below today — the ratio here measures the model-vs-market gap, not payoff odds. Another quarter like the worst recent one costs 79%.
CaseGrowthMarginFair valuevs price ($157.18)
Bull — recovery +30% 12.8% $46.71 -70%
Base — stabilizes +20% 11.1% $31.04 -80%
Bear — keeps slipping +10% 9.4% $20.04 -87%
Stress — last quarter repeats +19% 12.2% $32.71 -79%
The next quarters keep the trajectory of the worst recent matched quarter (ending 2025-06-30) — growth stays at 18.8% and margins bend by the same profit-vs-revenue ratio (×1.10). Stress is a trajectory, not a prediction — it answers "what if the ship's current heading simply continues," which history says is the case to respect.
Why this is appearing: this company files quarterly, so its recent trajectory could be measured rather than assumed — the engine matched Mar 2026 against the same quarter one year earlier and found revenue +20.1% · operating income +43.6% · net income +136.3% year-over-year. That measured heading is what the stress case extends forward. Of those, the stress case extends the worst matched quarter — the one ending Jun 30, 2025 (revenue +18.8%, operating income +208.1% YoY) — not the average. Data measured through Mar 31, 2026 — this card recalculates automatically when the next quarterly filing is ingested. Companies without quarterly filings (many foreign listings) never show this card: with no measured trajectory, there is nothing honest to repeat.
Narrative Economics
The story the market is telling about this stock — the intangible X-factor (founder mythology, cult dynamics, TAM-of-imagination) that moves price beyond what cash flows alone explain. After Shiller, Narrative Economics.
No narrative profile yet for GLW — it's generated by the pipeline (market-narrative step).
Claude Reading
Independent analyst synthesis · claude-opus-4-7 · generated 2026-08-07 00:28:56
Verdict Overvalued but not catastrophically so — fair value $90-110 on real 2026 numbers, not the $27 DCF; wait for a hyperscaler-capex wobble or display-cycle disappointment to enter around $110.

Reading the tape directly: Corning has genuinely re-accelerated. Q1'26 revenue of $4.14B is up 20% YoY from $3.45B in Q1'25, and the four-quarter run-rate is ~$16.3B against 2024's $13.12B — a ~24% jump. Net income for the trailing four quarters is roughly $1.81B, giving a trailing P/E closer to 74x, not 86x. Gross margin expanded from ~32.6% (2024) to ~36% (2025), operating margin doubled from 8.7% to 14.6%, and FCF went from ambiguous to $1.41B. This is a real inflection, not statistical noise — the optical/enterprise segment tied to AI datacenter interconnect is doing what bulls said it would. Debt/equity at 0.065 and $1.53B cash means balance sheet risk is nil.

That said, the synthesis DCF at $20-27 fair value is almost certainly wrong in the other direction — it's anchoring on trough 2023-2024 economics and extrapolating a mature-earner discount rate onto a business whose incremental margins on AI-driven optical revenue are structurally higher than legacy display. A $27 fair value implies Corning is worth less than 2x sales and ~15x trough earnings, which no comparable industrial-tech name trades at. I'd throw that composite out. The narrative model's "82% narrative premium" framing is directionally interesting but numerically absurd — it's comparing today's price to a DCF built on backward-looking cash flows during a cyclical trough. That's not narrative premium, that's model misspecification.

The honest bear case is subtler and the models mostly miss it. First, sequential deceleration: Q4'25 was $4.22B, Q1'26 $4.14B — flat-to-down QoQ, and Q1'26 net margin dropped to 9% from Q4's 12.8%. If the AI optical build-out is lumpy (which hyperscaler capex historically is), 2026 estimates could get cut. Second, 2021 comparison: Corning did $14.08B revenue and $1.91B NI in 2021 during the COVID display/electronics boom, and the stock traded ~$40. Today at $16.3B run-rate revenue and ~$1.8B NI, the stock is at $157 — same earnings, 4x the multiple. That's the actual overvaluation argument, and it's much stronger than a DCF cranking out $27. Third, ROE of 12.97% and ROA of 5.15% are pedestrian for something trading at 11x book. Fourth, ~$1.28B capex against $2.7B OCF means FCF conversion is only ~52% — this is a capital-intensive business masquerading as an asset-light AI beneficiary in investors' minds.

My read: the synthesis verdict (overvalued) is correct in direction but wildly wrong in magnitude. Fair value isn't $27; it's probably $90-110 on 2026 numbers assuming continued optical strength — roughly 25-28x forward earnings of ~$4/share, which is a reasonable premium for a cyclical industrial with a genuine AI-adjacent growth vector but real customer concentration (hyperscaler capex, Apple/Samsung displays) and mid-teens ROIC. At $157 you're paying ~40x forward earnings for a business whose 5-year revenue CAGR is 11% and whose earnings history shows a $1.91B → $506M swing between 2021 and 2024. The market-forces "tailwinds with limited margin of safety" framing is the most honest of the prior outputs. I dissent from the synthesis on magnitude but agree on direction — Corning is overvalued, but it's a quality overvaluation, not a fraud or a bubble. A 30-40% pullback on any hyperscaler capex hiccup or display-cycle wobble is the base case for 2026-2027, not a re-rating to $27. The narrative-durability call ("fragile") is right — this stock is one guided-down quarter away from being re-classified back to "cyclical materials company" in investor mental models.

GPT Reading
Independent reading · gpt-5.4 · generated 2026-08-07 00:29:13
Verdict Overvalued at $156.7 — Corning’s recovery is real, but the stock is priced for a structural earnings breakout that the current $15.6B revenue and $1.6B net income base does not support; fair value is materially lower, likely below $90.

At $156.7, Corning is being valued like a premium secular compounder, but the income statement still looks like a cyclical manufacturer clawing back from a trough. The business did improve materially in 2025: revenue rose to $15.63B from $13.12B, operating income doubled to $2.28B from $1.14B, and net income tripled to $1.60B from $506M. Quarterly progression also supports a recovery story, with sales moving from $3.25B in 2024-06 to $4.22B by 2025-12 before a mild seasonal dip to $4.14B in 2026-03. But even giving full credit for that rebound, the valuation is extraordinary relative to the underlying earnings power. On 2025 numbers, investors are paying roughly 86x earnings, 8.8x sales, 38x EBITDA, and 11.1x book for a company whose peak recent annual net income is still below the $1.91B earned back in 2021 and whose 2022-2025 revenue CAGR is barely enough to justify a normal industrial-tech multiple, let alone this one.

What stands out most is that the business quality is real, but the market price assumes the good part of the cycle is only beginning. Corning has a clean balance sheet — $1.53B of cash against just $804M of debt — and healthy cash generation, with $2.70B of operating cash flow and $1.41B of free cash flow in 2025 even after $1.28B of capex. Those are genuinely attractive traits. Margins also recovered sharply: annual gross margin rose to 36.0% in 2025 from 32.6% in 2024, operating margin to 14.6% from 8.7%, and net margin to 10.2% from 3.9%. But the quarterly pattern does not show a business suddenly escaping cyclicality; it shows a business normalizing. Net margin bounced from -3.5% in 2024-09 to 12.8% in 2025-12, then slid back to 9.0% in 2026-03. That is encouraging, not transformative. If I annualize the latest quarter’s $371M of net income, I get about $1.48B, below 2025’s full-year result. So the stock is not expensive because current earnings are understated by a temporary trough; it is expensive despite earnings having already largely recovered.

The key contradiction is between the “mature earner” reality and the multiple assigned. Mature earners can deserve premiums when returns are exceptional and durable, but here ROE is 13.0%, ROA 5.2%, and operating margin 14.6% — solid, not spectacular. Revenue over the last five annual periods went from $14.08B in 2021 to $15.63B in 2025, which is hardly the profile of a business that should trade at nearly 9x revenue. If investors want to underwrite an AI/networking-related optical upcycle, they still need to explain why a company that earned $581M in 2023, $506M in 2024, and $1.60B in 2025 should suddenly sustain valuation metrics more typical of software or scarce semiconductor IP. The low leverage actually sharpens the problem: there is no hidden financial engineering here creating artificial EPS risk, but there is also no debt-fueled upside. You are simply paying an enormous price for a very good manufacturer.

The best case against my view is straightforward: the market may be correctly looking through reported earnings to a much higher normalized run-rate. Recent quarterly revenue was up 19.1% year over year and earnings up 215.4%, with four straight quarters of sequentially elevated profitability after the ugly 2024-09 print. Corning’s cash conversion is better than the headline P/E suggests, and $1.41B of free cash flow on a fortress balance sheet gives it the capacity to invest through the cycle while weaker peers cannot. If optical communications and AI infrastructure demand are entering a multiyear capex phase, 2025’s $2.28B of operating income could prove to be a midpoint rather than a peak, and the market may be paying for scarcity of high-quality industrial technology exposure. I still weigh that argument less heavily because even a generous normalization case has to bridge a massive valuation gap. To make 38x EBITDA or 8.6x EV/revenue reasonable, Corning would need not just growth but sustained step-change economics, and the data here show rebound, not re-rating-worthy structural reinvention.

What would change my mind is evidence that 2025 was not merely recovery but the start of a new earnings plateau. Specifically, I would want to see quarterly revenue hold above $4.2B for several quarters, net margin sustain at 12%+ rather than dropping back toward 9%-10%, and annual free cash flow move decisively beyond $2.0B without a surge in capex. If Corning can produce something like $18B+ of annual revenue and $2.5B+ of net income within the next 12-18 months, the current price would look far less absurd. Absent that, this looks like a classic case of a strong company with a weak entry price.

Grok Reading
Independent reading · grok-4.5 · generated 2026-08-07 00:29:44
Verdict Severely overvalued at $157 — fundamentals support ~$30-45; AI-fiber narrative does not justify 86x earnings on a mid-teens ROIC manufacturer

The numbers tell a story of a real cyclical recovery being mispriced as a secular AI compounder. Corning put up $15.63B in 2025 revenue, up 19% from $13.12B, with operating income doubling to $2.28B and net income tripling to $1.60B from the 2024 trough. Quarterly run-rate has stabilized near $4.1B with net margins recovering into the 9–13% band after the ugly 2024 stretch that included a loss quarter. Free cash flow of $1.41B on $2.70B operating cash flow is clean, the balance sheet is fortress-like at $804M debt against $1.53B cash and 0.065 debt-to-equity, and ROIC of 16.7% is respectable for a materials manufacturer. None of that justifies an 86x P/E, 8.8x sales, 38x EV/EBITDA, or a $135B market cap. At $156.7 the stock trades at roughly 95x the $1.60B earnings base and offers a sub-1.1% FCF yield. The 11.4% revenue CAGR and the optically explosive 65% earnings CAGR are classic trough-exit math, not a new growth regime; 2021–2022 already showed $14B revenue and higher absolute earnings without anyone awarding tech-platform multiples.

The market is capitalizing the optical-fiber/AI-data-center narrative at a level that assumes Corning has become scarce infrastructure rather than a scaled glass and ceramics manufacturer with cyclical display exposure still embedded in the mix. Gross margin at 36% and operating margin at 14.6% are solid industrial economics, not software economics, and the 2025 recovery simply restores the company toward prior-cycle profitability rather than breaking into a structurally higher plane. Paying platform-monopoly prices for a mature earner whose best recent year still produces mid-teens ROIC and low-double-digit net margins is a category error. The valuation synthesis fair value near $27 is directionally correct even if the precise DCF is harsh; the gap between $27–40 of fundamental support and $157 of market price is almost entirely narrative premium, and narrative durability is already flagged as fragile.

The strongest counter-case is straightforward and must be taken seriously. Optical communications is in a genuine multi-year upcycle tied to AI cluster buildout and fiber densification; Corning’s process know-how and installed capacity in low-loss fiber and specialty glass are real barriers that competitors cannot replicate quickly. Revenue has accelerated for five straight quarters, FCF quality is high, the company is a sector leader with pricing power in niches, and the balance sheet gives management full flexibility to invest or return capital. A bull can argue that 2025 marks the first year of a multi-year earnings power ramp toward $2.5B+ net income, which would bring the multiple down into the 50s and make the story less absurd if growth persists. Momentum and the “picks-and-shovels” framing have repeatedly rewarded similar names before fundamentals fully catch up. I weigh this less because even generous forward math—say $18B revenue and 12% net margins by 2027—still leaves the stock at 60x+ forward earnings at today’s price, and the display and smartphone-adjacent exposure has not vanished. Cyclical industrials do not sustain 35–40x EBITDA through the cycle.

What would flip the verdict is concrete evidence that optical and AI-related revenue has become the majority of the mix with multi-year contracted visibility, accompanied by sustained net margins above 14% and FCF conversion that supports a mid-teens earnings CAGR from the new base—not just a bounce. A print of $4.5B+ quarterly revenue with expanding margins, or explicit backlog disclosures that de-risk 2026–2028 growth above 15%, would force a re-rating toward fair value rather than overvalued. Absent that, any multiple compression or optical growth stumble turns the 82% narrative premium into a capital-loss machine.

Big-3 Panel — where each AI stands
Each AI above independently stated a direction (undervalued, fairly valued, or overvalued) and how strongly it believes it (conviction, 0–5). We combine those into a Bull-Bear Index on a 0–10 scale: 5 is neutral, 10 is maximum bullish (undervalued at full conviction), 0 is maximum bearish. We compute the score ourselves with the same arithmetic for every seat — the models never grade their own bullishness — so the three are directly comparable. Δ shows how far each seat sits from the panel average of 1.0; a large Δ marks the dissenting voice, usually the one worth reading.
Claude claude-opus-4-7 2.0
overvalued · conviction 3/5 · Δ +1.0 vs panel · self: 3.0
GPT gpt-5.4 0.0
overvalued · conviction 5/5 · Δ -1.0 vs panel · self: 2.0
Grok grok-4.5 1.0
overvalued · conviction 4/5 · Δ +0.0 vs panel · self: 2.0
Advanced Analysis Forensic deep-dive · separate lenses
Separate reads — Company Quality (is it a great business?), Valuation (is it mispriced?), and General Sentiment (how macro + narrative are pushing it), kept deliberately apart · 2026-08-07 01:00:23
Delvantic - Cairn AI
Quality name, Rich price - pass at $157, buy the wobble 8/10
Solid business (Q+45) but Rich price (V-73) with a Strong sentiment tailwind (+68) - this is a wait-for-price, not a chase.
The cruxWhether AI/optical demand delivers earnings that justify $157, or the narrative premium (roughly 40-60% above deserved value even on a generous rebuild to $90-110) unwinds on the first capex or display wobble.
Forensic checks Derived mechanically from GLW's filed financials — not from the AI lenses
Liquidity & RunwaySelf-Funding
DilutionStable Share Count
Earnings QualityHigh Earnings Quality
The four lensesswitch a tab for its full read — score + evidence
Company Quality
+45
Solid
edge √Σ 110 · risk √Σ 62 · conf 7/10

Corning generates real cash: 2025 FCF of 1.41B on 15.63B revenue, OCF/NI of 2.55x, accruals -4.6% of assets, Beneish M -2.37, and Altman Z 5.95 all point to clean earnings and low distress risk. The business clearly cycled - revenue fell from 14.19B (2022) to 12.59B (2023) with operating margin collapsing from 15% (2021) to 7.1% (2023) and net income more than cutting in half - but 2025 shows a clean recovery to 36% gross margin, 14.6% operating margin, and 1.60B net income, essentially reclaiming the 2021 peak profile on higher revenue. That trough-to-recovery pattern is consistent with a diversified specialty-materials/optical franchise with real pricing power rather than a structurally impaired business. Balance sheet is adequate but not a fortress: 1.53B liquid cash and 722M net cash on a business this size is thin, though 1.4B annual FCF makes it comfortably self-funding. Dilution is contained (diluted share CAGR 0.8%, SBC 1.8% of revenue) but not shareholder-friendly - buybacks only cover 72% of SBC, so per-share value is being lightly eroded rather than compounded via repurchase. Overall: a durable, honest-numbers industrial that just proved it can rebound, but the cyclicality and average capital-return discipline keep it out of fortress territory.

Strengths 3
m70
Clean earnings quality
OCF/NI 2.55x, accruals -4.6% of assets, Beneish M -2.37, Altman Z 5.95 - mechanical forensics show no aggressive accounting and low bankruptcy risk.
m65
Margin recovery validated
Operating margin rebuilt from 7.1% (2023) to 14.6% (2025) and gross margin back to 36%, matching 2021 peak on higher revenue of 15.63B - signals real operating leverage and pricing power.
m55
Self-funding cash generation
FCF averaged ~1.15B/yr across a rough patch and hit 1.41B in 2025; company does not depend on external capital.
Concerns 3
m45
Cyclical earnings volatility
Net income swung from 1.91B (2021) to 506M (2024) - a ~74% drawdown - showing the business is materially exposed to end-market cycles, not a smooth compounder.
m35
Buybacks only offset SBC
Repurchases cover 72.1% of SBC and diluted shares still grew from 844M to 871M (2021-2025); capital return to shareholders via buyback is effectively nil after dilution.
m25
Thin net cash cushion
Net cash of 722M against a company generating 15.6B revenue is modest; adequate given FCF but leaves limited buffer for a deeper downturn.
This looks like a genuinely well-run mature industrial that just proved its franchise by rebuilding margins to 2021 peak levels on higher revenue, with forensics that come back clean across the board. What keeps me from getting excited on quality alone is the cyclicality - a 74% earnings drawdown in three years is not a compounder's profile - and the fact that buybacks don't even fully offset SBC, so per-share value creation leans entirely on operating growth. Solid business, honest numbers, not a fortress.
Verify before trusting this (5)
  • Segment mix and customer concentration in Optical Communications and Display Technologies from the 10-K
  • Debt maturity schedule and total gross debt vs the 1.53B cash figure
  • Whether the 2025 recovery is driven by durable AI/optical demand or one-off pricing/mix
  • Dividend policy and total capital returned vs SBC to confirm real per-share value flow
  • Capex intensity and any large committed capacity expansions that could pressure FCF
Valuation / Mispricing
-73
Rich
edge √Σ 25 · risk √Σ 118 · conf 6/10
Price $157 vs a defensible deserved range of ~$90-110 even crediting the AI narrative; ~35-45% overpriced. attractive below $105.00

The e2e composite fair value of $20.41 and signal-adjusted $27.19 imply roughly -83% downside from $157.18. I discount the raw magnitude - a fair value 5-8x below price almost always means the DCF/EPV models are anchored on trailing cyclical earnings and miss the AI/optical uplift the market is capitalizing. So I will not underwrite an 80% haircut. But even generously rebuilding deserved value using restored 2025 margins, mid-single-digit organic growth, and a full AI-optical premium gets me maybe $90-110 per share on a benign case - still well below $157. The bear framing is fair: this is a mature materials company (74% earnings drawdown in three years, buybacks that barely offset SBC) being priced as a secular AI beneficiary. Earnings quality is high (score 3), so no haircut there - the gap is pure multiple expansion, not accounting. Company quality is Solid (45), which lifts deserved value modestly but nowhere near closing a 40-60% gap. The margin of safety is negative; you are paying today for optical fiber demand that must not only materialize but exceed already-optimistic capitalization. Fairly-valued would require me to accept that AI capex converts Corning into a structural growth compounder - possible, not proven.

Cheap signals 2
m20
High earnings quality, restored margins
2025 margins back to 2021 peak on higher revenue with clean forensics - deserved value is modestly higher than the raw EPV floor of $13 suggests.
m15
Genuine moat in optical/specialty glass
Not a commodity; material-science franchise supports a mid-teens multiple on normalized earnings rather than a low-teens industrial multiple.
Rich / priced-in 3
m78
Composite FV $20 vs $157 price
Even discounting the models as anchored on trough earnings, an 8x gap between DCF/EPV and price signals the market is pricing a categorically different business than the historical financials support.
m70
Priced for AI-infrastructure re-rating
The move to $157 has come from narrative shift (optical/AI) not from proven through-cycle earnings power; a 74% earnings drawdown in three years does not support a secular-growth multiple.
m55
Buybacks do not offset dilution
For a $134B cap mature industrial, capital return is mop-up only - no per-share tailwind to justify premium multiple expansion.
I do not buy the $20 fair value literally - the models are backward-looking and miss the optical/AI mix shift. But even with a generous rebuild I cannot get deserved value above $110, and the stock is $157. This is a good business at a full-plus price where the market has already priced in the AI-tax thesis. I would want it in the low $100s before I take the quality at face value; at $157 I am underwriting narrative, not value. Rich, not obscene.
Verify before trusting this (5)
  • Optical Communications segment growth rate and order book durability tied to AI data-center capex
  • Whether 2025 restored margins are structural or cyclical peak (guidance for 2026)
  • Display Technologies pricing and volume trend given China dynamics
  • Actual net share count change vs SBC to confirm buyback is not just offset
  • Any large capex commitments that would compress FCF as AI-optical scales
General Sentiment
+68
Strong Tailwind
tail √Σ 131 · head √Σ 47 · conf 8/10

The tape is friendly (risk-on, VIX 15, S&P near highs) and GLW's 1.15 beta lets it participate without being punished by macro stress. More importantly, the active narrative - Corning as an invisible AI/optical/semiconductor infrastructure tax - is running hot, intensity strong, with a platform-monopoly archetype the market is happy to pay up for. Momentum confirms it: 19% recent vs 11% long-term CAGR, and the stock is trading at a price where roughly 82% is pure narrative premium. That is the definition of a name being levitated by sentiment, not fundamentals. My job is to grade the pressure, and the pressure is decidedly up. News flow in the last 72 hours is a near-perfect tailwind stack: proposed polysilicon tariffs benefit Corning's Hemlock JV, China curbs on data-center components reignite the optical-networking cohort (Marvell, Lumentum, Coherent, GLW all bid), and analysts remain moderately bullish after a market-beating year. Every incremental headline is being read as confirmation of the AI/reshoring/infrastructure thesis. There is no crack in the story on the tape right now. The one caveat is durability: the narrative is flagged fragile and the gap between DCF and price is enormous, so any story crack would unwind fast. But that is a future risk, not current pressure. Right now the wind is at GLW's back and blowing hard.

Tailwinds 4
m82
AI/optical infrastructure narrative running hot
Platform-monopoly archetype with strong intensity - GLW is being priced as an AI infrastructure kingpin. China data-center component curbs are actively re-rating the optical cohort (Marvell, Lumentum, Coherent) with GLW pulled along.
m70
Polysilicon tariff catalyst
Trump admin preparing tariffs and price floors on imported polysilicon directly benefits Corning's Shin-Etsu Handotai / Hemlock JV. Shares already popped on the news - a clean, stock-specific positive catalyst.
m55
Risk-on tape suits high-beta story stock
VIX 15, S&P near highs, regime building for 4 days. With beta 1.15 and a narrative-heavy price, GLW gets amplified upside from a calm tape - exactly the environment where story premium expands rather than compresses.
m50
Analyst tone constructive, momentum confirming
Wall Street is moderately bullish post market-beating year; 3y trend accelerating (+5.6pp), recent 19% vs 11% long-term CAGR. Analyst revisions and price action are reinforcing, not fighting, the narrative.
Headwinds 2
m40
Narrative durability flagged fragile
Story is strong but fragile per the brief, and 82% of the price is narrative premium. Not current pressure but a loaded spring - any earnings miss or AI-capex wobble would unwind fast given how far the story has run ahead of fundamentals.
m25
Rates/valuation backdrop
10y at 4.63% and market PE 27.7 is a mild general headwind for narrative-rich, long-duration story stocks - but currently overwhelmed by the specific tailwinds hitting this name.
This is a name being actively levitated by narrative and news flow, not one struggling against the tape. The AI/optical infrastructure story is intense, the tariff headlines are stock-specific tailwinds, the risk-on regime amplifies a 1.15-beta story stock, and analysts and momentum are all leaning the same way. I do not care that 82% of the price is narrative premium - that is a valuation problem, not a sentiment problem, and today the sentiment wind is at its back and strong. The fragility of the story means this can flip fast, but right now the pressure is clearly up. Strong Tailwind.
Verify before trusting this (5)
  • Whether polysilicon tariffs are actually enacted or fade to jawboning
  • Any China data-center component ban follow-through or walk-back
  • Cracks in the optical-networking cohort tape (Marvell, Lumentum, Coherent rolling over would signal narrative fatigue)
  • Analyst target revisions after next print - are they chasing or pausing
  • AI-capex commentary from hyperscalers that underpins the infrastructure-tax thesis
The market-wide tape + this name's exposure to it (beta / sector / narrative durability). Context on the non-fundamental pressure — not a call on the business or the price. processId: detail-general-sentiment
Growth Outlook
not run

This lens hasn't been run for this ticker yet.

The forward growth verdict — is the business itself likely to grow (next 2 quarters / year 1 / years 2–3), judged against its category and against printed expectations. The full horizon ladder + creme renders on the Growth Outlook card above. Not a call on the price (Valuation owns that) or the tape (Sentiment owns that).
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Lenses kept deliberately separate — Company Quality (price-agnostic), Valuation (price-conditional), General Sentiment (non-fundamental macro/narrative pressure), and Growth Outlook (the forward growth verdict). The scores are not blended. Filing-level items (convertibles, lock-ups, customer concentration) are v2 — see each lens's "verify."
Price Prediction
Lower -12.2% v0.6.0 View full prediction →

When we made this prediction on Aug 7, 2026, GLW was $157.18. We expect it to be $138.00 by Feb 2027, and we consider it great value under $105.00. This is an early model (v0.6.0) — the direction is more reliable than the exact price. Made Aug 7, 2026.

Price when predicted$157.18
Our estimate for Feb 2027$138.00-12.2%
Great value below$105.00
Price history shown (6 Months)

Blue is our prediction, starting the day we made it. Grey is a slower route to the same place — the same destination, taking longer. Black is the actual price, so you can see how we are doing.

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My Notes personal — only you see this
v1.1.562 · 9b2927c4 · 2026-08-22 16:52:06