Got 10% of my funds to allocate and wondering what individual stocks would everyone consider for a balance of relatively low risk and good long-term growth potential

Last week was rough watching everything bleed, especially AI. Then Monday comes around and things bounce back, but my portfolio is still underwater.

Part of me wants to buy more. Part of me is wondering if I should chill and stop checking the charts every few hours.

For those who’ve been investing for a while, do you usually just ride out these pullbacks with AI stocks, or do you wait for things to settle down before adding more?

TL;DR: AI chips aren't single chips anymore. They are packages of several chips and memory stacks, and building those packages is one of the tightest steps in AI hardware. TSMC's CEO said in July that packaging capacity is "limiting my customers' growth". Amkor is the second-largest company that does this work for others. The layer seems to be fundamental, and Amkor has a real place in it (11 customers in its top AI packaging, an NVIDIA prepayment of about $1.5B, a ten-year deal with TSMC, and the first large outsourced packaging plant in the US). But it is a strong supplier, not a choke point. TSMC keeps the biggest AI packages, ASE is about twice its size with ten points more gross margin, and phones (Apple alone is about 30% of sales) are still its largest market. Results are expected October 26. This is about the business, not a valuation.

Charts: package sizes to scale · Amkor's margin against ASE · who pays for Arizona (all on Imgur)

What Amkor does

A chip leaves the fab as a sliver of silicon too fragile to use. Someone has to cut the wafer, connect each chip to the outside world, seal it in a package and test it. Amkor does that for Apple, Qualcomm, NVIDIA, AMD, Broadcom and many others, and is paid per unit. It is an "OSAT" (outsourced semiconductor assembly and test), based in Arizona, with factories in nine countries.

For a phone or a car, packaging is a cost to minimize. For AI it has become part of the chip. An AI accelerator is put together like this after the fab:

1. Make the chips. The foundry makes the processor and its chiplets; memory makers build the HBM stacks. (TSMC; SK Hynix, Samsung, Micron)
2. Put them side by side on a silicon or fine-wiring layer that joins them with thousands of tiny connections. At TSMC this is CoWoS. (Mostly TSMC; Amkor, ASE and Intel offer their own versions)
3. Mount and close: attach the module to a substrate and cap it with a lid that spreads the heat. (TSMC, plus a large outsourced share at ASE, SPIL and Amkor)
4. Test, often hot, under full power for hours. (Amkor, ASE, KYEC and the chip companies)

So Amkor is really two businesses: a large, mature contract manufacturer for phones, cars and gadgets, and a fast-growing AI packager. The question is how big the second can get, and how much it can earn.

Why packaging became the bottleneck

A single chip can only be about as large as the area a lithography tool exposes in one shot. AI needs more silicon than that, with memory right beside it, so chipmakers split designs into chiplets and join them, with HBM, in one package. The package becomes the computer.

Chart: package sizes to scale

• The package, not the fab, is the limit. KLA in 2024 on CoWoS: "this is what is limiting the capacity of GPU right now. It's not a wafer fab." TSMC this July: "our packaging capacity is so tight that now it's limiting my customers' growth."
• It is still tight. ASE says its growth is "gated by our abilities to install capital equipment and build out our buildings." Onto Innovation raised its 2026 advanced-packaging growth outlook from 50% to about 80%.
• Amkor's AI work is growing fast from a small base. Its 2.5D and high-density fan-out revenue should "nearly triple" this year, a large data-center CPU program started ramping in Q2, and computing revenue is guided up nearly 30% in Q3 alone.

TSMC, ASE and Amkor

TSMC makes nearly all leading AI chips and packages the largest of them itself. ASE (with its unit SPIL) is the largest independent packager, sits next to TSMC in Taiwan, and takes much of TSMC's overflow. Amkor is second.

That table holds the most important fact about Amkor: in the same boom, with the same customers, ASE earns ten points more gross margin and has a larger, faster-growing AI business. Amkor's answers are a broader customer list in 2.5D, packaging and test in one flow, and the US.

Why the margin is thin

Chart: Amkor's margin against ASE

• More than half of what Amkor bills is materials it passes through, such as substrates (52.6% of Q2 revenue). On the value it actually adds, Q2 gross profit was about 35% ($319M on $900M, my arithmetic).
• Fuller factories do the work. Labor, depreciation and other factory costs fell from 35% to 31% of revenue in a year as use went from the 50s into the high 70s percent. That added more than four points of gross margin.
• The gap with ASE is real anyway. ASE is twice the size, runs fuller, sits next to TSMC and has a large test business. Amkor's mix is heavier in phone modules, which carry more material, and it has under-used car-chip plants in Japan.
• Pricing has turned. In April the CFO called it "a constructive pricing environment". Microchip says packagers are passing cost increases on.

Amkor's best year since 2017 was 20%, in the 2021 chip shortage. Holding its 22% target for 2030 would mean AI has changed the business, not just the cycle.

Where the money comes from

• By market (Q2 2026): computing 22% (16% in 2023), phones 42%, auto and industrial 22%, consumer 14%. Amkor's 2030 plan: computing and phones about 35% each, on $11B+ of revenue.
• Concentration: Apple bought 29.8% of 2025 sales, Qualcomm 11.1%, the top ten customers 72%.
• Phones are soft: Android revenue fell 20% in Q2 on memory shortages, and phones are guided down a high single digit in Q3, partly because Amkor is moving phone modules from Korea to Vietnam to free space for computing. That drag runs into the first half of 2027.
• Cars are a quiet second engine: automotive and industrial hit a record, up 35% year on year, on driver-assistance chips.

The Arizona bet

Amkor is building the first large outsourced advanced-packaging plant in the US: $7B over two phases, next to TSMC's Arizona fabs. AI chips made in Arizona today are flown to Taiwan to be packaged. On October 20 Apple named Amkor's Arizona plant in its US manufacturing program.

Chart: who pays for Arizona

• Customers are putting money down. NVIDIA is prepaying about $1.5B and others about $300M. That is strong evidence the plant is needed, though prepayments are repaid in services, not gifts.
• Shareholders wait. Start-up costs land in 2027 and 2028 before revenue, which is why Amkor's own 2028 profit target is about level with this year's. When it said so on the July call, the stock fell by a quarter in a day.
• The moat is partly political. Being the US packager is worth most while customers and the government insist on US supply. ASE's CFO on US plants: "If Amkor feels that with that kind of investment they can make a profit out of it, fine. But right now, we're not sure on that."

Will the giants do it themselves?

Signs the work flows out: TSMC on its tight packaging capacity: "We welcome that additional flexibility." TSMC signed a ten-year agreement to buy packaging and test from Amkor in Arizona. Intel, which packages its own chips, has an EMIB partnership with Amkor. Microchip owns assembly plants but says "We don't do BGAs internally."

Signs the top stays in the fab: TSMC is building 13 leading-edge and advanced-packaging fabs in Taiwan and will add packaging fabs in Arizona. C.C. Wei: "We are in the real-world production of 5x reticle size. I don't believe that anybody can do that today except at TSMC." 3D stacking with hybrid bonding happens on whole wafers in fab-like clean rooms, where foundries are strongest. And Amkor's own 10-K says foundries "have expanded their operations to include packaging and test services".

My read: the line between fab and package is moving, not disappearing. The most fab-like steps stay with TSMC, but demand is outrunning TSMC, so the next tier of work flows out, and some of it is work ASE and Amkor didn't do two years ago. The risk for Amkor is less that the work disappears than that the best-paid layer keeps moving up into TSMC, or across to ASE.

Signs in the data

• The founding family sold a large block. On February 12 a Kim family vehicle sold 10M shares at $48.49, about $485M. The family still owned about 49% at March 31. Other insiders sold about $22M over the past year. Nobody bought on the open market.
• Funds discovered it. Institutions reporting Amkor in 13F filings more than doubled in a year, from 303 to 647, holding 116M shares in June against 96M a year earlier.

My verdict

The layer is fundamental; Amkor is a fundamental supplier in it, but not yet a flourishing one. Advanced packaging is as essential to AI as the chips themselves, and capacity is scarce enough that customers prepay for it. Amkor has the technology, the customer list and a unique US position. What it lacks is the profit of a winner: margins ten points below ASE's, the top of the market held by TSMC, and two years of Arizona costs ahead. (It's on the long side of an AI long/short book I'm tracking.)

The comparison I'd make: making chips for other companies was once seen as a second-class business, until TSMC made itself the place where the hardest chips had to be made. Packaging may be going through the same change, and ASE's margins heading above 30% suggest the value is moving to packagers. The question is whether Amkor becomes one of the places the hardest packages have to be made, or stays the capable second source.

Dates to watch

• October 26 (expected): Q3 results. Guided at $1.95–2.05B with an 18.5–19.5% gross margin. Watch computing (guided up nearly 30%), the Q4 phone outlook, and any first word on 2027 Arizona costs.
• First half of 2027: phone modules finish moving to Vietnam, ending the drag on phone revenue.
• 2027: NVIDIA's prepayment arrives and Arizona tools go in; the first Arizona costs hit operating margin.
• 2028: Arizona production starts; bridge-type packages are due around then.

Becoming a winner if: computing becomes its largest market, gross margin holds near 19% or better with phones weak, and more prepaid multi-year deals arrive, in Asia as well as the US. Staying a second source if: a large AI program moves to TSMC or ASE, Arizona slips past 2029 break-even, or ASE builds in the US after all.

A question for anyone in packaging or chip design: is the next tier of CoWoS-type work really flowing out to OSATs, or is TSMC keeping more of it than the numbers suggest?

Disclosure: I built TickerBell, a site for SEC filings and stock data; the charts are from it. This is research, not investment advice, and not a valuation. I have a position. Figures are from Amkor's filings, calls and May 2026 Investor Day, and the other companies' calls, as dated.

The full write-up, with every source: "tickerbell.com/research/amkor-ai-packaging"

​

Meta has recently skyrocketed in the past few months because of their new AI agent Muse. It recently reached 780 dollars but then fell hard and is now under 600 again. I'm assuming this is because people are cashing out their profits. Considering the amount of potential Meta has I think this is a great buying opportunity and I have already bought 6 shares and I'm considering buying more.

Lmk in the comments your opinion on Meta and how many shares you're buying under 600!!!

SpaceX's ambitions are large, to say the least, and while those ambitions are exciting, making them a reality , one that actually returns money to shareholders , is another matter entirely.

Netflix continues to have the lowest advertising load in the industry, Wedbush noted, leaving room to expand the business. The brokerage's third-quarter subscriber survey also found that churn following Netflix's March price increases remained limited.

what would you buy if you had 10k to invest right now before the earnings come out of those stocks...

Before earnings, would you put $1,000 into Netflix or Space X stock?

With tech and AI stocks facing pressure and market sentiment shifting, I'm curious how everyone's approaching the market right now.

Are you buying the dip, waiting for confirmation, or staying away until things settle down?

And for options traders, are you finding good setups in this market or is it better to sit on the sidelines?

What's your take? 📈📉

Semiconductor that will 5x in the near future. This is literally the bottom. Want you guys to get in on a very good company before its too late.

I've been looking for something pretty specific: stocks where selling pressure looks extreme, but the underlying business might actually be worth significantly more than the current price.

Basically, the intersection of capitulation + margin of safety.

Ran my screener and got 15 names. A few caught me off guard.

Here are four, using the prices and estimated fair values from the screen:

• ADBE: $247 → $488 fair value (49% margin of safety)
• APP: $269 → $466 (42%)
• FICO: $781 → $1,135 (31%)
• APO: $111 → $275 (60%)

And somehow five gold miners made the list too: HMY, BVN, GFI, B and IAG.

What interests me isn't just that these stocks appear undervalued. It's the combination of a potential valuation gap and capitulation conditions.

But here's what bothers me.

A stock can be 50% below its estimated fair value because the market is wrong. Or because the valuation model is wrong.

A capitulation signal doesn't settle that question.

Adobe is particularly interesting to me. Is the market overestimating the damage AI could do to its business, or are historical margins and growth rates becoming less relevant?

AppLovin raises a different question: how much confidence can you really have in a fair-value estimate for a business growing that quickly?

These are model estimates, not price targets or predictions.

If you had to pick ONE stock from this list that's genuinely mispriced, and ONE that's an obvious value trap, which would you choose?

I'm particularly interested in the bear cases. I'd rather have someone destroy my valuation assumptions than agree with a number that turns out to be nonsense.

Hi everyone,

My PF is focus on 3 sectors :

- IA : cpu, photonic, memory, and equipment

- Energy infrastructure : all the line from the energy entry to the inside of rack lol

- neo data center

I got some specific company : bank, cybersecurity, oil, and biotech but it's very a little part of pf.

When i watch financial show or read financial newspapper, they talk only about big cap : nvidia, tsmc, apple, google, amazon, tesla/spaceX, et they talk about Vertiv or Lumentum like "secret gem" lol

I don't know how a company with 1 trillion or more capitalization can offer you a big growth, even more in rates hiking environment.

Vertiv is around 100b of capialization, it's an industrial company, how they will touch 1t before 2045 ? lol

Today, we live a revolution, a big wave of investment from the biggest company of the world, the demand is just inimaginable. I guess some of small/mid cap can be a new actof in this new world. So I've the stupid dream to find the gem of tomorrow (not the next nvidia)

And last year, I found Bloom Energt, Nebius and APLD, that was so awesome.

But I don't know, in 2026, i feel like trapped by this idea ...

The turn of the month gets quoted all the time as the handful of days where most of the market's return supposedly happens, the idea being that paycheck and pension money lands around the 1st and gets put to work. I wanted to see how much of SPY's return those days actually carry, so I ran it in Agenticks on daily SPY candles from January 2000 to March 2026, $10k start, $0.50 commission and 3 cents a share of slippage charged on every buy and sell.

The rules:

• buy at the next open after the first close on or after the 26th
• sell at the next open after the 3rd trading day of the new month
• sit in cash the rest of the month

That works out to six to eight trading days in the market each month, so about a third of the time.

What came back:

• 315 trades, 59% won, profit factor 1.32
• net +117%, $10k to about $21.7k
• worst drawdown 19.6%
• the same trades were +141% before costs

Holding SPY the whole time over the same window did +348%, $10k to about $44.8k, with a 56.5% drawdown through 2008.

So being in for about a third of the days caught about a third of the return with about a third of the worst drop, which is roughly what you get if those days are no more special than any others. Going in and out 315 times cost $2,439, about a sixth of the gross gain.

PSI (Semiconductor substrates & packaging)

AIRR (Industrial fluidics & small/mid-cap services)

GRID (Electrical transformers & subsea cables)

PPA (Aerospace & rad-hard components)

i figure picking stocks is a waste of time. if i want to capture more alpha without just sticking to boring old SPY and QQQ and VOO

Pretty indecisive day overall. Felt like a giant waiting room.

🧭 Where we closed:

• SPY: $768.49 (🟢 +0.2622%)
• QQQ: $717.68 (🔴 -0.0947%)
• VIX: $16.98 (✅ Cooling)

🔥 The Movers:

🚀 Top Gainers: * BRZE | $Price: 45.47 (Change: 51.35%) * SAFX | $Price: 0.21 (Change: 33.74%) * MYGN | $Price: 5.59 (Change: 32.90%)

📉 Top Losers: * GM | $Price: 76.95 (Change: -7.00%) * EOSE | $Price: 1.70 (Change: -6.08%) * SABR | $Price: 1.57 (Change: -4.24%)

🌊 Volume Leaders: * BRZE | $Price: 45.47 (Change: 51.35%) * RKT | $Price: 11.23 (Change: 4.90%) * AGNC | $Price: 8.79 (Change: 4.15%)

💬 If you had to pick one ticker to swing into next session, what is it?

📖 Trying to figure out next day's play? Use free AI powered institutional flow, max pain levels, and breakout scanners for the after-hours session. Check the live data here.

Your thoughts.

Bought micron at 905.Now it is 886.should i hold it or sell it.suggestions please.

Are his books worth the read? Why or why not?

My brokerage account is possessed.

I selected a specific tax lot to sell. Simple enough, right?

Wrong.

The trade executed, but the wrong shares disappeared. The shares that should be gone are still there, and the shares that should be there have vanished.

Customer service assured me they'd perform an exorcism overnight.

The next morning, the account was even more possessed.

Cost bases changing. Purchase dates wandering around. Wash sales appearing from the underworld.

I called customer service again.

"THE POWER OF LIFO COMPELS YOU!"

Nothing.

"THE POWER OF LIFO COMPELS YOU!"

The computer spun its head 360 degrees and assigned another wash sale.

Now they're telling me to wait another night.

At this point, I don't need a brokerage representative.

I need a priest, an accountant, and someone who knows how to use the UNDO button.

Coming soon to a brokerage near you:

The Exorcist II: The Possession of Lot 102.

Rated R — for Reconciliation Pending.

I've been holding NVDA for a while, and lately I've been wondering whether I should keep holding or take some profits.

I took NVDA around 110 and still holding, do you guys think it will jump to 230 again soon, should I wait for it? I'm leaning toward holding for now, but I'm also considering trimming a small portion to lock in some gains.

​I’ve got $20k in speculative cash set aside to take a massive swing over the next year. The goal is to turn it into $100k.

​I know the odds of losing most of it are high, and I’m fully aware the S&P averages 10% a year. I’m not looking for index funds or mega-caps. I want individual stocks (shares only, no options) that have a legitimate, non-zero shot at a 400% run within 6 to 12 months.

What’s the one ticker you think has a concrete catalyst on deck to pull that off, and why?

I'm beginning to wonder whether my biggest trading risk is the stock market or the technology I'm relying on to trade it.

You place a limit order, watch the stock reach your price, and sometimes move beyond it, yet the order remains unfilled.

Meanwhile, different screens display different prices, account information lags, and you're left wondering which information you can trust.

Add in potential problems with specific tax lot selection, cost basis reporting, and delayed account corrections, and trading becomes unnecessarily frustrating.

I understand that reaching a limit price doesn't guarantee execution. But accurate information, transparency, and reliable order handling should be reasonable expectations.

Trading already involves enough uncertainty without adding uncertainty about the platform itself.

My question to active traders:

Which brokerage firms have you found most reliable for execution, accurate cost basis reporting, specific tax lot selection, and customer service?

I'm particularly interested in hearing from traders who frequently buy and sell individual lots.

Maybe it's time to shop around.

**Drop your high-conviction stock picks below:**

* 📈 **The Swing Trade:** What stock are you buying today to hold for the next few weeks?

* 🚀 **The Underdog:** What small-cap or hidden gem is about to explode?

* 📰 **The Catalyst:** Earnings, buyouts, new tech—what news are you trading today?

Hello, I currently own some shares of Take-Two Interactive, and since I've never sold any stocks before, I was wondering when you guys think would be the best time to sell them: when GTA 6 is released on November 19th, or after the financial results are announced on November 9th?

3M (MMM)

Beat

$2.50 EPS

Revenue: approximately $6.58B

Adjusted earnings exceeded the $2.39 consensus estimate. Full-year adjusted EPS guidance increased to $9.10–$9.15. This is a positive sign for profitability and operating execution.

RTX Corporation (RTX)

Beat

$2.26 EPS

Revenue: approximately $25.0B

Adjusted EPS beat the $1.78 estimate, and the company raised its full-year outlook. Defence and aerospace demand remain important drivers.

General Motors (GM)

Mixed

$3.70 EPS

Revenue: approximately $50.0B

Earnings exceeded estimates, but the full-year adjusted EBIT outlook was narrowed. The board also approved a $20B share buyback. The weaker outlook helps explain why the stock fell despite the earnings beat.

GE Aerospace (GE)

Raised outlook

$2.25 adjusted EPS

Revenue: approximately $13.29B

Adjusted EPS beat estimates of $2.01. The company raised its annual adjusted EPS forecast to $8.00–$8.10, supported by demand for commercial engine repairs and spare parts.

Guys im going to buy hero motors tomorrow at current price any thoughts