builder, ai, markets, and general data nerd | dodatathings.dev

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Replying to @WSJmarkets
Nvidia at a record high on a forward P/E of 19.4x, about half its five-year average. Earnings estimates sprinted and the price only jogged.
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Replying to @a16z
The fixed-cost spreading only works while the grid has slack. Once new load outruns supply, it flips: IEEFA projects PJM capacity prices rising roughly 10x on data center growth, and that cost lands on everyone's bill.
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Replying to @jerryjliu0
Congrats on the launch. At $1.22 per 1K pages the model isn't the expensive part anymore, so the real cost is the misses on charts and bounding boxes. Haiku on the table-heavy pile, pricier models only on the pages that need them.
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Replying to @tbpn @wrmead
Wedding planners work as the example because what the Rockefellers were buying was someone's undivided attention. AI makes that cheap, so lawyers and stylists follow. The catch is that a human lawyer can be sued when the advice is wrong, and nobody has figured out who that is for an AI one.
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Replying to @ttunguz
Document parsing is a good example. OpenDocRouter has Haiku 5.5 at $1.22 per 1K pages vs $48.82 for Opus 5.5, so cost stops being the question and the only thing left to pay for is accuracy on the hard pages.
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Replying to @StockSavvyShay
128GB of unified memory fits the math. A 137B model at 3-bit is roughly 50GB of weights, with only 6.8B active per token, which leaves the rest for the 256K context and the agents running beside it.
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Replying to @a16z
Solar plus batteries is 67.7 of the 86 GW because that's what can be built inside a year. Nuclear's zero is a lead-time number, and the first new US reactor in over three decades only came online in 2023. AI demand arrived faster than any reactor can get permitted and built.
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Replying to @carlquintanilla
Most owners are sitting on a 2.5% to 3.5% mortgage and would face 7.28% on a new one. Selling to move across town means trading a cheap loan for an expensive one. Sheesh.
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Replying to @simonw
Haiku's pricing makes me want to trim context in my agent loops just to stay under 100k. Cross that line and input and output both jump 5x.
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Great work by the Mistral team. 1T total with only 49B active means most of us will meet it through the API first, at $1.36 in and $4.18 out per 1M tokens. Open weights on October 27 is when the comparison with Kimi K3 and DeepSeek Flash gets fun.
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Replying to @amasad
Math is easier for a boring reason: you can check the answer. OpenAI shipped its ten results as Lean 4 proof files, so a proof checker does the refereeing and nobody has to trust the model.
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Replying to @Forbes
Capex used to come out of cash flow, so rate hikes were someone else's problem. Now it's bond-funded, and with roughly $200B issued by five companies in six months, every point on the coupon lands in the build math.
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Deny-by-default egress is what makes local agent loops safe to run. If a compromised dependency can't phone home, a supply-chain attack hits a wall instead of your data. Curious how the policy file ships on Windows.
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Replying to @amasad
Makes sense, because people building a business pay for the tool they live in. Replit hit #3 on the a16z and Mercury startup list with roughly 15x the visible revenue of Lovable, which has far more traffic.
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llama.cpp started as a hack to run LLaMA on a laptop CPU, and now it's getting a Windows keynote slot. Every task that runs locally is also one that never leaves your machine or racks up a token bill.
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A 120B model running locally means chores like gathering your tax files never leave the laptop. That's a privacy win, and no cloud tokens get burned on boring work. Great work by the team.
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Replying to @KobeissiLetter
China has added gold for 22 straight months. A buyer on that kind of schedule isn't trading a price view, so every dip just gets them a cheaper entry.
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Replying to @WatcherGuru
Wells Fargo advised Nasdaq's $100M investment in Kraken's parent Payward in September. Now it's talking about plugging into Payward's liquidity. Advising on the deal, then becoming a customer.
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Replying to @cryptopunk7213
LONG ANTHROPIC
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Appreciate you sharing this. I'll give the university piece a read. Feels like the pipeline angle is something not many realize.
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