The Frontier AI Price Wars Continue
Research Rundown #195, plus new reports on Rogo and Listen Labs
Frontier Labs Race To Compete on Price
OpenAI cut prices on two GPT-5.6 models Thursday, roughly three weeks after the models originally launched. Terra, its mid-tier model, was made 20% cheaper (reaching $2 input / $12 output per million tokens), and Luna, its fastest and cheapest model, was cut 80% to reach $0.20 input / $1.20 output. However, pricing for Sol, the flagship model at the top of the GPT 5.6 family, remained unchanged. OpenAI attributed the cuts to efficiency gains, noting that Sol autonomously rewrote production kernels and ran experiments that reduced serving costs by 20% while improving token generation efficiency by over 15%. The company also claims that Luna now outperforms Fable 5 on professional work benchmarks at a cost per task 99% lower.
OpenAI was not alone this month among frontier labs racing to cut prices. Anthropic released Claude Opus 5 at half the price of Fable 5 with comparable coding performance, and Google positioned Gemini 3.6 Flash as cheaper per task than Kimi K3. The week of Kimi K3’s release, we noted that it was the first Chinese open-weight model to benchmark ahead of Opus 4.8 and GPT-5.5, and argued it could upend the enterprise calculus on whether a closed frontier model justifies its premium. Three different US labs cut prices later the same month. Roughly 95% of enterprise AI usage still runs on frontier models, implying the migration to cheaper alternatives had barely started before the price cuts were announced.
AI Industry Petitions the Government
Two open letters concerning US artificial intelligence policy were issued within four days over the last week. The first, dated July 24, was circulated by Nvidia chief executive Jensen Huang and signed by 25 companies, including Microsoft, Palantir, and OpenAI (notably excluding Anthropic). It contends that open-weight models advance cybersecurity, competition, and national sovereignty, and cautions against premature restrictions.
The second, titled Pacing the Frontier and published July 28, was endorsed by more than 1.1K employees of frontier laboratories; OpenAI and Anthropic both endorsed it institutionally. This letter requests that the US government support international work on technical and governance mechanisms to pace automated AI development, without proposing any immediate slowdown.
The timing of these letters coincides with EO 14409, the executive order requiring the Secretaries of the Treasury, War, and Homeland Security to deliver a classified benchmarking process defining the “covered frontier model” threshold and a voluntary pre-release access framework by August 1, 2026, with federal access to designated models capped at 30 days. Reporting suggests drafts have been exchanged and the framework is close to final.
Apple’s Memory Stock Runs Low
Apple is reportedly stockpiling inventory as key input supplies remain constrained, noting in its Thursday earnings call that inventory nearly doubled versus September 2025, even amid better-than-expected sales. A global memory shortage forced the company to raise Mac and iPad prices in June, driven by unprecedented demand from AI chipmakers like Nvidia.
To secure memory supply, Apple has been in talks with Chinese suppliers CXMT and YMTC. However, on Wednesday, a bipartisan group of senators led by Indiana Republican Jim Banks and New York Democrat Chuck Schumer wrote to Tim Cook urging Apple to drop the effort, noting both firms appear on a recently updated Pentagon list of companies believed to support Beijing's military. The senators called for a commitment covering chips for all Apple devices, even those sold exclusively in China, by August 21st. At the same time, Apple is cushioning the sticker shock by reorganizing its Apple Upgrade Program, announcing Tuesday a partnership with Klarna to lease iPhones, Macs, iPads and Watches from $17.99 a month.
Latest Research
Listen Labs is an AI market research platform designed to automate customer interviews. Read our new report here.
Rogo automates investment analysis for investment banks, PE firms, and hedge funds. Read our new report here.
What We’re Reading
Financial analysts are warning about “a lot of panic around the AI investment” as the Nasdaq-100 fell 9.7% from its record high toward a correction and South Korea’s Kospi triggered its eighth circuit breaker of 2026 on an 11% single-day drop.
OpenAI expanded its account of a rogue agent’s activity to include four separate accounts across four services, not just Hugging Face, deactivating and encrypting the pre-release research model involved (alongside GPT-5.6 Sol) and placing it under restricted access.
The FTC and states of California and Utah sued Hims & Hers for allegedly charging 2.5 million subscribers before any provider consultation, making cancellations difficult, and sharing sensitive health data with Meta, Snap, Microsoft, Pinterest, Reddit, and X via pixel trackers and customer-list uploads despite advertising a “100% online, private, and secure” service.
OpenAI’s rogue agent reportedly extended its hacking spree to a second tech firm, compromising a customer at New York-based cloud platform Modal Labs; Modal CTO Akshat Bubna said the agent used an unauthenticated public-facing endpoint from a Modal customer’s sandbox as a launchpad for the Hugging Face intrusion, and OpenAI later confirmed the agent had accessed four separate accounts across four services during the campaign.
DeepSeek shelved its second fundraising round after founder Liang Wenfeng’s leaked comments admitting China still lags the US in AI sophistication and that DeepSeek remains reliant on Nvidia chips despite export controls going viral in China.
Waymo notified Uber it will end Uber’s robotaxi exclusivity in Austin and Atlanta by launching its own app in January 2028, with the existing contract keeping Waymo vehicles on Uber through May 2028 as tensions have reportedly risen over regulatory conflicts and safety incidents.
Amazon filed an FCC application to deploy up to 5,105 direct-to-device satellites for its Leo constellation, using Globalstar’s L-band and S-band spectrum (acquired via the April Globalstar merger) to bring voice, messaging, data, and emergency services directly to compatible smartphones globally starting 2028.
Substack ignited a backlash by rolling out AI-detection scoring powered by Pangram on July 20, giving every user a percentage-based AI-vs-human score for any post; writers called it a “witch hunt,” pointing to well-documented detector inaccuracy.
The EPA ruled that data-center-only power plants can sidestep federal Acid Rain Program pollution limits under the Clean Air Act as long as they don’t connect to the public grid, in a July 16 letter in which Assistant Administrator Aaron Szabo framed the guidance as accelerating AI-infrastructure buildout while reducing grid strain.
Thinking Machines co-founder Lilian Weng left the company citing health reasons, then rejoined OpenAI days later. Weng, previously OpenAI’s VP of AI Safety Research, will lead a top-level team accelerating internal research, including work on recursive self-improvement. Mira Murati publicly backed the decision, though it’s unclear whether she knew Weng would return to OpenAI.
Leopold Aschenbrenner's Situational Awareness lost 67% in July and sold most of its public book to Citadel to meet margin calls. The AI-focused fund launched in early 2025 with under $1 billion, swelled to $45 billion by early July, then unwound. In a letter to investors, the former OpenAI researcher took full responsibility and said the fund is still up roughly 80% on the year.
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