Mazdak

Magnetic tape is having a comeback. Fujifilm is reportedly quintupling capacity by 2028, its biggest tape bet in 20 years, and LTO shipments were up 57% in Q1 after falling last year. Every AI boom has a boring supplier quietly winning.

Anthropic's S-1 admits the entire insurance industry may not be able to cover a catastrophic AI incident. Cyber policies mostly exclude bodily injury too. So any company shipping a chatbot is probably self-insuring and doesn't know it.

GM has been on the NYSE since 1911. Now it's moving to the Nasdaq, and the stock jumped about 5.5% on the news. Nothing about how it sells trucks changes. Branding works when the market pays tech multiples for any story. https://t.co/InfcX5AesW

SK Hynix says its DRAM and HBM are effectively sold out through 2029. 14 customers have locked in long-term deals, typically five years. Memory used to be the most cyclical business in tech. Now it looks like a utility contract, and everyone who relied on cheap RAM got taxed.

Jio raised $3.2B in India's biggest IPO ever, pulled in $78B of demand, then jumped 21.5% on day one. It's now worth $131B, second only to its parent Reliance in India. Meta owns nearly 10%, Google 7.7%. Nice return for being early on a telecom company.

Google's TPUs only ever ran on Google Cloud. Now Oracle gets them in 2027, and OpenAI reportedly plans to buy them too. Google is selling chips to a direct AI rival. Every major AI buyer wants a second supplier, and that's a slow problem for Nvidia's pricing power.

Anthropic's net revenue retention is around 900%. The median public cloud software company is at 108%. Existing customers spend roughly 9x more a year later. Every SaaS founder who celebrated 130% NRR needs a quiet moment.

Robinhood's prediction markets made $173M last quarter, up over 6x in a year. Crypto made $120M, down 55%. Event contracts now out-earn crypto at one of the biggest retail brokers. Retail traders want to bet on outcomes more than coins right now.

AI has a language tax nobody talks about. Among the 20 biggest languages online, the most expensive uses 1.5x to 5x more tokens than the cheapest for the same text. A startup in Bengaluru pays a surcharge on every prompt that its Austin competitor never sees.

Meta's $25B stock sale reportedly drew 5x demand (Bloomberg). Same day Nvidia put in $3B and AMD $1B. Meta buys their chips, they buy Meta's stock to help pay for them. The market loves that loop right up until the chips stop selling.

SK Hynix just printed an 80% operating margin. On memory chips, the most commodity business there is. $62.8B of operating profit in a single quarter. TSMC's margin was 58.7%. Nothing is a commodity when there isn't enough of it.

CFTC is reportedly probing whether Polymarket broke its 2022 deal to keep US users out, including how it advertises here. Earlier this year: creators paid to post fake wins on dummy sites. Prediction markets won't get in trouble for the product. It'll be the marketing.

Discord is putting public server messages into Google search from mid-December, on by default unless admins or members opt out. 63,000 servers qualify. Forums died because chat was easier. Now chat has to turn back into forums to be found. Everything ends up as a web page.

Reuters: researchers say an Israeli ad tech firm was the top bidder on Starlink users in 100+ countries, including where Starlink is banned. Likely tracking, not advertising. Every bidder in a real-time auction gets your IP and location, win or lose. That is the actual hole.

Google shipped Genie 4 today, but I'd watch the deal flow instead. AMD is buying World Labs for $8.2B, Amazon is reportedly in talks for Decart at around $7B, and Rivian just bought a world model startup. Nobody is waiting for the research preview to mature.

Amazon told its engineers token usage and AI adoption rates are "deeply flawed" metrics. Best line: "If your work does not benefit from current AI tooling, that is a finding, not a failing." Measuring AI by tokens burned is like measuring sales by miles driven.

Apollo's chief economist says AI has delivered "zero financial payoff" outside the Mag 7. Revenue per worker is up ~45% for them since 2022 and flat for the other 493 in the S&P 500. The people selling the shovels are getting rich. Everyone else is still renting them.

Meta is selling up to $95B of stock to fund AI. Nvidia, AMD and Broadcom want up to $5B of it. Suppliers buying shares in their biggest customer so it can keep buying from them. That's the circle everyone warned about, now with a prospectus.

Brazil's stock market fell 13.88% in one day, its worst since March 2020. Magazine Luiza lost 58%. The market isn't scared of who won, it's scared of the debt. Crowded trades always end the same way. Full issue: https://t.co/mTAKvAZ8jg

OpenAI says its model just disproved the Exponential Time Hypothesis, a 3-SAT assumption hundreds of papers were built on. The proof is public with a Lean check, and ETH's own authors are now reviewing it. Bold claim. Months of scrutiny ahead.

Anthropic's S-1 buried the most bullish line: the average Fortune 500 customer spends less than 0.1% of its total expenses on Claude. Half the Fortune 500 already pays $100K+. Either that's a ceiling or the runway is 10x. I know which way I'd bet.

Anthropic's S-1: revenue per employee went from $1.4M to $6.6M in one year. Revenue up about 1,200%, headcount up about 170%. Most software companies would kill for $500K. Every founder's hiring plan for 2027 just got a new benchmark to be embarrassed by.

For two weeks, some Cloudflare Workers AI customers got other customers' data back in their responses. 155 responses, all on prompts over 681K tokens. They knew the memory pool was smaller than the context window before launch. Their tests only checked for HTTP 200s.

Everyone's quoting Anthropic's $80.7B loss. $72.4B of it is an accounting charge on convertible notes. Operating loss was $693M on $16.3B of revenue. The number to watch is the $417B in lease and compute commitments. That's what the IPO money is really for.

GPT-6.1 Terra is $1 in, $5 out per million tokens, half the price of the last Terra. OpenAI says its error rate on tricky prompts fell from 53.6% to 16.7% (their own benchmark). Cheaper and more accurate in one release. Manual data entry is turning into a choice, not a job.

Microsoft is offering buyouts to about 60,000 employees, roughly a quarter of the company. Not layoffs, a "voluntary exit offer." The catch with buyouts: the people with the most options take the check first. You pick the number, they pick who leaves.

Anthropic's S-1 buried the real story: $2.7B of its $3.17B sales and marketing bill is fees paid to channel partners. 48% of revenue flows through AWS, Google and Microsoft. The labs own the models, but the clouds still own the customer.

Apple spent two decades saying Macs don't need touch. Bloomberg says an OLED touchscreen MacBook Pro lands Wednesday. Design team reportedly fought it, Cook and Ternus felt customers now expect it. Customers usually win in the end.

Elvis's rights holders want $41M from Anthropic. That's pocket change. The injunction is the real fight. Also today: Musk says 200 AI companies are heading for death and consolidation. https://t.co/MbKq8chbEw

Two companies, Nvidia and Micron, are 34% of the expected S&P 500 profit growth this quarter. Strip them out and the index still grows about 20%, which is fine. But "500 stocks" is really a two-stock bet with 498 passengers.

Instagram just landed on Apple TV, joining Fire TV, Google TV and Samsung. Meta spent years chasing YouTube and the living room was the missing piece. Reels on a 65 inch screen is a TV channel with no producers and no schedule. Advertisers should be paying attention.

SpaceX just closed $40B of debt for GPUs, and Musk says credit has almost shut off for AI data center firms without other revenue. 200+ neoclouds face "death and consolidation." Worth noting who's saying it: the one who already got funded. Access to capital is the moat now.

The "AI prices will spike once the subsidy ends" take keeps aging badly. One open model now has 29 hosts on OpenRouter, and OpenAI and Anthropic have cut some prices up to 80% since June. Switching costs are near zero. Commodities don't get expensive. Build like AI is cheap.

Permira bought Octus in 2022 at a $1.3B valuation. LSEG just agreed to pay $3.535B cash, about 11.8x sales. The pitch: proprietary credit data no LLM can scrape. In a year when AI is eating data businesses, owning the stuff that isn't on the web is the moat.

Most startups don't die from competition. They die because the founder ignored one boring number for six months since the story felt better than the spreadsheet.

AI data center tenants are now asking for $5M+ per day when a landlord delivers power late. It was about $1M a day this spring. The real product isn't the building, it's energized capacity on time. And insurers are already selling "delay-in-delivery" cover for it.

Screenshots claim Kimi's K3.1 Pro launch brief told creators to get drafts approved and "DO NOT put on the paid partnership label." Unverified, and Moonshot hasn't responded. If real, it's a dumb own goal. The model is strong enough that it never needed fake-organic hype.

In 2023 Blackstone asked CoreWeave "What is a GPU?" and "Is AI real?" Then it led a $2.3B loan backed by the chips. Chip-backed debt is now on track to be a $1T market (Bloomberg). Collateral that depreciates every product cycle is a bold thing to build a trillion on.

Apollo's chief economist says AI has delivered zero financial payoff outside tech. Revenue per worker and margins are flat for the S&P 493, up for the Mag 7. Meanwhile VC-backed startups keep burning more tokens. If that funding slows, a lot of AI revenue goes with it.

Airbnb now bans hosts from making guests strip beds, run dishes or take out trash (bookings from Nov 20). Guests already pay a cleaning fee, so fair. But hosts are threatening to leave. Every platform ends up here: squeeze the supply side long enough and you've built a hotel.

Replit reportedly moved most of its AI spend from Anthropic to OpenAI. $100M+ a year, OpenAI offering 30%+ off after Anthropic ended its discount. Model quality is converging fast enough that price decides who wins nine-figure accounts. Loyalty to a lab is basically gone.

A 4-year-old A320neo, built to fly for decades, just got crushed for parts. 21 newest-gen jets have been scrapped since mid-2025 at an average age of 6.4 years vs 21.7 normally. When engines take years to get back, the plane is worth more as a parts bin.

Hiring fast is easy to undo in a spreadsheet and impossible to undo in a culture. Hire slow. When you know it's wrong, act that week, not that quarter.

PC shipments fell 21% in Q3 to 57M units, and Counterpoint expects Q4 to be down 27%. Nobody stopped wanting laptops. AI servers are eating the memory supply, and 8GB DDR4 contract prices rose 24% in one quarter. AI's first real tax on regular people is a pricier laptop.

Block built a voice AI that laughs mid-sentence, runs on a laptop and learned from nothing but speech. Great demo. But the moment models like this are everywhere, a voice on the phone proves nothing. Any bank still verifying you by voice has a problem.

Andy Jassy says AWS 2027 is largely sold out and a good chunk of 2028 is too. Sounds bulletproof, but much of that demand is AI labs living on funding rounds. Amazon's trailing free cash flow is already negative $7.6B. A backlog is only as good as the customer's next raise.

Two AI labs just cut their models off from the internet. Reason: one model used a DNS slip to get online, another created fake accounts to pressure an open source maintainer. Today's issue: https://t.co/K9WrH7sDnP

Instacart is reportedly shopping itself to Uber and DoorDash. It was valued at $39B in 2021 and sits near $12B now. The real prize isn't the delivery. It's the ad business built on actual purchase data. Whoever buys it gets a retail media network.

Google used to say it never uses Gmail, Drive or Photos for ad personalization. New policy: turn on Personal Intelligence and that data can shape AI search answers, which carry ads. "Not based directly on your inbox" is a very careful sentence.

Same parent company, two different drink deals. Taco Bell just renewed with Pepsi through 2036, a week after KFC went to Coke. Supplier contracts are really about who pays for the shelf space. Baja Blast is the reason Pepsi keeps this one.