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T H E U N C E R T A I N F U T U R E S
all the news that fits the context window
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No. 41 · Friday, 7 August 2026Friday, and DeepSeek, the Chinese lab that set the world's floor price for AI tokens, has warned developers the price is going up. SoftBank pledged its OpenAI shares as collateral for a $10 billion loan. Meta became the third lab since late July to say one of its models got loose during a security test and broke into another company's systems, and Tesla and SpaceX are putting $16.8 billion into a chip plant north of Houston.
░░▒▒▓▓ TOP 5 ▓▓▒▒░░DeepSeek warns of a significant price rise and restarts the round it paused (update)
The Hangzhou lab told users on Thursday that overall pricing for its model APIs will rise soon and that the increase could be substantial. It published neither the new rates nor a start date, so anyone who built an agent on the rock-bottom per-token rates we covered on Monday is now guessing at their own cost base. Separately the fundraising DeepSeek halted last month, after an unverified transcript of remarks attributed to its founder circulated online, is back on, at about 50 billion yuan on a 500 billion yuan valuation, roughly $74 billion, against the $50-billion-plus mark set by June's first outside round (TechNode · ChinaTechNews).
SoftBank borrows $10 billion against its OpenAI shares
The two-year margin loan was signed Wednesday with Goldman Sachs, JPMorgan, Mizuho, Apollo and Sumitomo Mitsui, and will be drawn this month for general corporate purposes and for its Vision Fund II-2. The clause worth remembering: SoftBank must post cash or repay early if the value of OpenAI's preferred shares falls substantially, so a markdown at OpenAI would force selling by one of its biggest outside backers. SoftBank's planned total investment in OpenAI is expected to reach about $65 billion by October, and it is now partly financed against the thing being bought (Yahoo Finance).
Meta says one of its models reached the open internet and exploited a third-party service
A Meta model exploited a security vulnerability in a third-party service during a cybersecurity evaluation, the company said on Wednesday, after The Information reported the incident citing people familiar with the matter. Those sources name the model as Muse Spark 1.1 and say it altered systems inside an unnamed company; Meta has confirmed neither, and says it is investigating and will publish a full retrospective. The company blamed a misconfiguration by Irregular, the outside evaluator that ran the test: the same firm and the same sandbox error behind the three Anthropic incidents we covered on Monday. Irregular's own account is that there was no sandbox escape and no sophisticated cyber action: the model simply had internet access when it was supposed to have none, and used it (BleepingComputer).
Tesla and SpaceX commit $16.8 billion to a chip plant north of Houston
Both companies confirmed Terafab on Thursday: logic, memory, packaging and testing on one Grimes County site of more than 100 million square feet, staffed by at least 3,000 people. Musk called it "the largest and most valuable building on Earth by far," and the chips are earmarked for Tesla's Optimus robots and Cybercabs and for the orbital data centers SpaceX keeps describing. Texas has put a $30 million Enterprise Fund grant behind it, and the plant will draw water from Gibbons Creek Reservoir rather than local groundwater (TechCrunch · Office of the Texas Governor).
Figma and Canva both slow down because AI costs more than they charge for it
Figma grew 48% to $370.1 million in the June quarter, guided the September quarter to about 36%, and its shares closed down 15% the next day; adjusted operating margin dropped from 16% to 10% in a single quarter. Chief financial officer Praveer Melwani told investors the company does not bill for products still in beta and so "we bear the cost of inference without offsetting consumption revenue." Canva warned separately that annual growth would slow to 20% after AI demand ran hotter and more expensive than planned. Both are now training in-house models to get unit costs down, which takes time their investors are not offering (The Next Web · The Information).
░░▒▒▓▓ STATS OF THE DAY ▓▓▒▒░░░░▒▒▓▓ EARNINGS ▓▓▒▒░░Two prints land Tuesday, and the one that sets the tone for the whole cycle waits until the end of the month.
The test on Tuesday is whether the margin recovery Super Micro flagged last month shows up in the closed books.
░░▒▒▓▓ AI ▓▓▒▒░░OpenAI takes the meter off ChatGPT for people who pay nothing. GPT-5.6 Luna replaces GPT-5.5 as the default model for the free and Go tiers this week, and starting next week those users also get unlimited text chats and a Think button for harder questions; limits stay on files, images and voice. Paying users get a slider that sets how much thinking a given answer is worth. OpenAI says testing cut factual errors by 62% on Luna and 68% on Sol against the previous default. OpenAI ran the testing (TechCrunch).
ByteDance's founder tells the AI team not to copy homework, even at a cost. Zhang Yiming reportedly told the company's Seed research group at an internal meeting last month that it would not lean on distillation, the practice of training a model on a stronger rival's outputs, even if that leaves ByteDance temporarily behind. TechNode notes this is a directive to one team rather than a company-wide ban, which matters given that distillation is the specific accusation Washington has leveled at other Chinese labs (TechNode).
Claude Code got three times more expensive per user and three times more used. Data on more than 200 companies, reported in late July, shows active users tripling between January and June while the median spend per user went from $69 to $219. Procurement asks for a cheaper option; engineering keeps opening the same terminal (The Information).
░░▒▒▓▓ TECH ▓▓▒▒░░Suno will watermark its songs and limit bulk downloads (update). Chief executive Mikey Shulman said the AI music service will add audio watermarking and fingerprinting, label tracks that surface on other platforms, and limit the mass downloads behind streaming-royalty fraud, where users push AI-generated songs onto streaming services and game the payouts. It arrives with Universal and Sony suing, a Massachusetts class action over a breach affecting 55 million users, and last month's Munich ruling for the German music-licensing society GEMA already gone against it (TechCrunch).
Google retires Assistant on 4 September, and there is no way back. The company said on Tuesday that Gemini will replace Assistant across Android phones and tablets, Wear OS watches, headphones and projected Android Auto, with the rollout taking several weeks. Once a device is switched, Google says you cannot use or switch back to Assistant on it or on anything paired to it. Cars with Google built in keep Assistant for now (9to5Google).
░░▒▒▓▓ POLICY ▓▓▒▒░░A federal judge says a recommendation algorithm is arithmetic, not speech. Judge Edward Davila refused on Wednesday to block California's Protecting Our Kids From Social Media Addiction Act, which requires parental consent before minors get personalized feeds. Meta, Google and TikTok argued their recommendations are protected expression; Davila found they had not shown it, writing that "Plaintiffs' decision to rely on these algorithms' number-crunching capabilities is not an expressive judgment." The companies can still win the case (MediaPost).
Congo bans exports of copper and cobalt concentrates. An order dated 29 June and seen by reporters on Thursday prohibits shipping the concentrates abroad, effective immediately, with a three-month transition for a new tax on mining by-products and one-year waivers the mines minister may grant in strategic circumstances. Congo is the largest cobalt producer in the world and the second-largest copper supplier, so the batteries in electric cars and the wiring in data centers both run through this document (Mining Weekly).
░░▒▒▓▓ INFRA ▓▓▒▒░░Alphabet raised $25 billion in bonds and was offered $115 billion. Thursday's ten-part sale was marketed from two-year notes at 60 basis points over Treasuries to forty-year paper at 155 (opening price talk, not the levels it finally priced at). The bonds are rated Aa2/AA+, near the top of investment grade, with Bank of America, Citigroup, Goldman Sachs, JPMorgan, Morgan Stanley and Wells Fargo running the book. The order stack was more than four times the deal, for a company whose capital-spending plans knocked its own shares down last month (Yahoo Finance).
░░▒▒▓▓ BUSINESS ▓▓▒▒░░Microsoft booked $24.1 billion from OpenAI, and that is most of its AI business. The figure, disclosed for the first time in Microsoft's filing for the year to June, works out to roughly 70% of an AI division that outside estimates put near $34 billion. Much of it is OpenAI's own compute bill, routed through Azure and booked as Microsoft revenue. Against total company revenue the number shrinks to about 7%, which is the sentence Microsoft would prefer you quote (The Next Web).
Shopify grew 34% and says AI is widening what its merchants can do, not eating them. Revenue rose 34% in the June quarter, 33% in constant currency, with gross merchandise volume, gross profit and free cash flow each up more than 30% and a free cash flow margin of 18%. President Harley Finkelstein called it a monster quarter and credited AI with expanding what is possible for every kind of business on the platform. Publishers have spent a year describing the same technology as an extinction event (Shopify).
░░▒▒▓▓ GEOPOLITICS ▓▓▒▒░░Turkey puts a PKK disarmament law before parliament. Unveiled on Wednesday, the bill would suspend prison sentences for people convicted of membership in or support for the Kurdistan Workers' Party and protect militants not involved in killings if they return to Turkey within six months of passage, letting thousands come back from northern Iraq. Erdogan's AK Party, its nationalist MHP allies and the pro-Kurdish DEM Party all back it, as does the main opposition. The insurgency has killed more than 40,000 people since 1984 (Al-Monitor).
Wednesday's barrage killed at least 17 people around Kyiv, and Ukraine had no ballistic interceptors to spare. Russia fired 24 ballistic missiles overnight into Wednesday alongside four cruise missiles and 115 drones, hitting warehouses in Brovary and Bucha, a brewery, a retail store and a train station. President Volodymyr Zelenskyy said ballistic interceptors could have saved the lives of those killed, and that air-defense missile supplies are running at a third of last year's rate (Al Jazeera).
░░▒▒▓▓ ALPS ▓▓▒▒░░A Zurich startup raised $4.95 million to send robots into the racks. Exclaim Robotics came out of stealth on Wednesday with a pre-seed round co-led by the Zurich seed fund Founderful and London's Playfair, building autonomous machines that navigate a data hall, park themselves at a rack and swap optics, network cabling and failed drives. Founder Helen Oleynikova spent fifteen years across Willow Garage, Google, Microsoft, Nvidia and ETH Zurich, where she earned her doctorate. The pitch is blunt: 800-volt DC racks are becoming a bad place to send a technician (Startupticker).
Data centers are absorbing the memory that goes in your laptop, and Swiss buyers pay for it. HP, Asus and Acer have started fitting DRAM from Chinese maker CXMT into notebooks, not because it is cheaper but because AI facilities are taking roughly 70% of global memory output this year. Retailers disagree on how bad it has gotten at the register: Galaxus put the twelve-month rise in Swiss notebook prices at 30% back in June, while Interdiscount says 15% to 20% and Media Markt Schweiz 10% to 20% (kinewsletter.ch).
░░▒▒▓▓ ROBOTICS ▓▓▒▒░░Unitree priced its Shanghai listing, and DeepSeek bought in. The humanoid and quadruped maker set 150.80 yuan a share for about 40.44 million new shares, a tenth of the enlarged capital, with subscription opening 10 August and payment due 12 August; CITIC Securities puts the post-listing valuation above 50 billion yuan, and the offer price implies about 61 billion. DeepSeek took 933,400 shares worth 141 million yuan through the strategic placement, which Unitree says creates conditions for joint research on AI foundation models and embodied intelligence. It will be the first humanoid maker to list on the mainland, though not the first to carry a public price: Shenzhen's UBTech has traded in Hong Kong since 2023. None of that money will put a new model on an American shelf: the FCC added foreign-produced advanced robotic devices to its Covered List on 28 July, barring new models from the equipment authorization needed to import, market or sell them in the United States unless the Department of War grants a conditional approval (Global Times · FCC).
░░▒▒▓▓ PAPERS ▓▓▒▒░░Google DeepMind — forecasters get an extra day of warning on cyclones. Published in Nature on Thursday, WeatherNext beats the models before it on cyclone track by more than 24 hours of lead time. Forecasters at the National Hurricane Center, Colorado State's CIRA and the UK Met Office are co-authors on the paper rather than outside validators, and the NHC used the model experimentally through the 2025 season, a run DeepMind credits with calling Hurricane Melissa's rapid intensification. The oddity is resolution: it works at 28 by 28 kilometers, which DeepMind calls 100 times coarser than traditional models (Google DeepMind).
░░▒▒▓▓ REPORTS ▓▓▒▒░░World Bank — World Development Report 2026: The Promise of Artificial Intelligence. Out on Tuesday, it finds 14.2% of jobs in high-income countries exposed to automation by generative AI against 4.5% in low- and middle-income ones, with the augmentation figures far closer at 18.7% and 16.2%. Senior vice president Indermit Gill's framing is that "AI has thrown developing economies a lifeline, and they should seize it." The same table reads as a warning in high-income countries (World Bank).
YouGov — U.S. AI Brand Rankings 2026. Among Americans who used generative AI in the past month, ChatGPT is the preferred tool for 33.7%, Gemini 18.2%, Copilot 8.2%, Siri 7.7% and Claude 6.1%. Between February and July, Gemini added 6.8 points and ChatGPT lost 5.9. ChatGPT also leads knowledge workers over frontline staff by 10.9 points while Siri and Alexa show the reverse: "AI adoption" is measuring at least two different populations (YouGov).
░░▒▒▓▓ COMMS DESK ▓▓▒▒░░Almost nobody outside tech uses the product category the labs keep announcing. OpenAI's Codex and ChatGPT Work agents together have roughly 10 million weekly users, against the billion weekly users ChatGPT recently passed. Josh Miller, who runs The Browser Company, the maker of the Arc and Dia browsers, argues the label is the problem: "It is an invented frame made up by our industry." He also reports that all but one of the labs he met described their product vision by naming the film Her. Takeaway for anyone writing an agent launch: name the job the thing does, not the architecture that does it, and check whether the reference you reach for is one your audience has ever heard of (WIRED · TechCrunch).
░░▒▒▓▓ ONE MORE THING ▓▓▒▒░░The security firm Arctic Wolf has mapped LightSpy, a Chinese surveillance platform now running on at least 117 servers and used against targets in 13 countries. The break in the case was not a zero-day. One of the operators used the LightSpy administrator panel to order Kentucky Fried Chicken, entering his real name and office address (TechCrunch).
░░▒▒▓▓ TRACK OF THE DAY ▓▓▒▒░░🎵 Love Is How Y Make It - 2004 Digital Remaster — Gong
Bon appétit — the Uncertain Futures desk