Dax estimates Anthropic and OpenAI are running ~90% margins on inference, not counting R&D. That means breakeven is 10x cheaper than current prices. For open-source models with middlemen, OpenCode already hosts at 70% discount to cost.
Podbit · Syntax - Tasty Web Development Treats
Dax estimates Anthropic and OpenAI are running ~90% margins on inference, not counting R&D. That means breakeven is 10x cheaper than current prices. For open-source models with middlemen, OpenCode already hosts at 70% discount to cost.
Intel's decline wasn't about bad luck — it was structural. When technical founders gave way to finance-driven business leaders, every major investment decision started running through a spreadsheet instead of an engineering vision. The result: no new factories for a decade, no EUV machines, and $100B returned to shareholders instead of compounded into the future.
When Jason's team built two separate intranets in Japan and the US without coordinating, he worried they'd diverged. Anton said: that's the right approach. At CERN, Anton witnessed isolated teams working on the same particle accelerator publish separately to avoid anchoring bias — free markets work by competition, not consensus. Now that building is cheap, running parallel experiments beats planning a single perfect product.
China's economy grew just over 4% in Q2 2026, the slowest pace in more than three years. While export booms in AI goods and electric vehicles offered partial support, youth unemployment and weak domestic demand exposed deep structural cracks — and Beijing's own target is now the least ambitious since 1991.
The idea that house flipping is dead is flat-out wrong. What died is the forgiving, low-skill version — the era when even bad flippers made money. For disciplined investors, today's market is full of opportunity precisely because fearful competitors have stepped back.
In 2021, all renovated properties could be lumped together and priced similarly. Not anymore. Today's buyers are hyper-picky, rewarding only the highest-quality finishes and design. Using the top comp as your ARV when your product doesn't match it is the fastest way to lose money.
Henry Washington uses a simple but powerful ARV framework: get a zone (high, mid, low) from an agent, then underwrite at the mid-to-low end. Factor in two price drops, $10k in closing cost assistance, and two extra months of hold time before making your offer. If the numbers still work, it's a deal.
Dominique Gunderson got her real estate license in early 2025 and it changed her business. Saving 2.5% on every listing adds up to hundreds of thousands of dollars per year across a 10–12 flip portfolio. The bonus: direct buyer feedback that sharpens every future renovation decision.
Most flippers only budget for closing costs on the sale. That's only half the picture. Failing to account for purchase-side closing costs is one of the most common and costly underwriting errors, quietly eroding margins that were already razor thin.
Dominique Gunderson has found that 70 to 80 percent of her rehab projects produce a surprise cost of $10,000 or more. The key insight: this isn't bad luck, it's predictable. Knowing surprises are coming means you can budget for them — and a 10% contingency on a fully inspected project is the floor.
We use essential and analytics cookies to run Vuci. To understand how the site is used: Privacy Policy.
Install Vuci on your phone
Add it to your home screen for a faster, app-like experience.
Install Vuci on your phone
Tap the Share button, then “Add to Home Screen”.
A new version is available
Reload to get the latest Vuci.