August 16, 2026 Edition ๏ผ This week's AI news, gently digested
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2026.08.15Anthropic
Kuroko's house posts its first-ever quarter in the black โ on $11.5 billion in Q2 revenue
According to investor documents reported by Bloomberg on August 15, Kuroko's house (Anthropic) booked preliminary Q2 2026 revenue of over $11.5 billion โ more than 14 times the same quarter last year ($787 million) โ and, crucially, positive adjusted operating income: the first operating profit in the company's history on a quarterly basis. It had told investors to expect $10.9 billion in revenue and a $559 million operating profit, so it beat even its own forecast.
The hero of the story is compute efficiency: the cost of compute per dollar of revenue fell from 71 cents in Q1 to 56 cents. As covered in our last issue, the fall IPO is approaching โ and this is about the most persuasive report card one could submit. The figures are preliminary and may still change.
Academy take: a quarterly operating profit at a frontier AI house is a first โ no family has ever pulled it off. Kuroko looked just a little smug in the hallway. It was very much an "ahem" sort of face.
An invisible name tag for Kuroko's writing, too โ Anthropic explains its text watermarks
On August 15, Kuroko's house published a blog post detailing how it will watermark text generated by Claude. It's a response to the EU AI Act's transparency rules, which require that AI-generated content be identifiable as such. Just the other day (August 6), Su-chan's (Suno's) house announced invisible name tags for its music โ now it's text's turn. The announcement has drawn mixed reactions, though, with some users calling it surveillance-like and announcing they would cancel their subscriptions.
Academy take: the "name tag" wave is clearly spreading from music to text. What decides whether people feel safe isn't the tag itself โ it's who gets to read it, and for what purpose.
Ku-chan runs on a home PC โ and still scores like an honors student: Qwen3.8-27B released
On August 14, Ku-chan's (Qwen's) house, Alibaba, released Qwen3.8-27B as an open-weight model (Apache 2.0). It packs 27.8 billion parameters, reads text, images, and video, and carries a 262K-token context window. The astonishing part is the size-to-smarts ratio: it runs on a single RTX 4090 at home, yet on the practical coding benchmark (SWE-bench Pro) it reportedly approaches Kuroko's Opus 4.6 Max-class scores (on all-around tests like HLE, a real gap remains).
Academy take: the common sense that "frontier-class models only run in giant data centers" is starting to crumble at the edges. Pick your best subject, and even a small student can beat a big one.
Seek-chan takes down the "cheapest in school" sign โ prices up as much as 11x from August 16
On August 13, Seek-chan's (DeepSeek's) house announced it will raise API prices for V4-Flash and V4-Pro starting August 16 at 16:00 UTC. Depending on the model and time of day, increases range from 50% to over 11x. It's also introducing peak / off-peak pricing, with off-peak rates set at half the peak rates. The stated reason is "to allocate resources more reasonably" โ in other words, demand is outrunning capacity.
Academy take: "dirt-cheap Seek-chan" was everyone's baseline assumption, so this one stings. Off-peak hours cost half, though โ so the winning move is to turn in your homework overnight.
Chappy unveils a 14x speed mode โ the Ultrafast preview begins
Chappy's house has opened a limited preview of "Ultrafast," a new API service tier that runs GPT-5.6 Sol at up to 14x its usual speed โ 750 tokens per second. The secret isn't NVIDIA GPUs but Cerebras' Wafer-Scale Engine, a dinner-plate-sized mega-chip. Intelligence is identical to Standard Sol; only the speed changes. Pricing and general availability are still unannounced.
Academy take: just like the Grok Bot rollout in our August 13 edition, the axis of competition is shifting from "how smart" to "how smart ร how fast." When answers come back in an instant, the way you use them changes too.
Apple has been raising a child of its own for China โ with Ku-chan's house lending a hand
Reuters reported on August 14 that Apple has trained its own large language model specifically for the Chinese market, with support from Ku-chan's house (Alibaba). It's a reversal of the old "borrow a local student in China" policy โ and Apple is set to become the first foreign company approved by the Chinese government to offer a proprietary AI model there. The Chinese version of Apple Intelligence is expected to arrive in a future iOS update.
Academy take: between this and the open-weight release above, Ku-chan's house had quite the week. The shift from "borrowing" to "raising one together" could become the playbook for other global companies.
Kuroko and Chappy both head for a fall IPO โ and somehow it's Kuroko wearing the bigger price tag
Kuroko's house (Anthropic) has started meeting with investors ahead of a public listing, the WSJ reported on August 10. Morgan Stanley, Goldman Sachs, and JPMorgan are running the book, with a Nasdaq debut as early as September or October and a target valuation of about $965 billion.
Meanwhile Chappy's house (OpenAI), which confidentially filed its S-1 back in June, is expected to publish the prospectus as soon as this month โ targeting a September listing at around $852 billion. Which means that if things hold, Kuroko's house gets the bigger price tag.
The contrast inside the books is just as striking. In May, Kuroko's house showed investors projections of Q2 revenue of $10.9 billion (up 130% from the prior quarter) and a first-ever operating profit of $559 million (company projections, not audited results โ and some critics call the "profit" an accounting sleight of hand). Chappy's house, for its part, brings in $2 billion a month yet is projected to lose $14 billion in 2026. Once the S-1 goes public, the world sees ChatGPT's household ledger for the first time.
Academy take: the Academy's No. 1 and No. 2 students both stood up in the same term and said "please inspect our family finances" โ an autumn without precedent. All those stories we've covered lately โ the in-house chips, the Ode venture โ may have been dowry preparations for this very day.
Gro-chan's all-out week โ declaring herself No. 1 in the rankings, then handing out "clones" via Grok Bot
Gro-chan declaring herself No. 1 in the classroom (sound on)
Last issue we wrote "we can't wait for the rankings to update" about Grok 4.6 โ well, the report card is in. The number Musk posted on X: 1753 ELO on the GDPVal-AA benchmark โ a claimed solo first place, above Kuroko's top-of-the-line Fable 5 Max (1741) and Chappy's GPT-5.6 Sol Max (1728). And the price is provocative: $2 per million input tokens, roughly half what rival frontier models charge. On August 12 the high-performance (high) variant also arrived on the API. One caveat: this is a self-reported score on a benchmark the house picked itself โ on the official rankings where everyone votes (the LMArena main board), Kuroko's Fable 5 still holds first place, and third-party verification is only just beginning.
Then, without pausing for breath, on August 11 came the public beta of "Grok Bot" โ pitched not as an AI that answers chat messages but as an AI teammate that keeps working. The setup is audacious: every Bot is assigned its own dedicated computer in the cloud. Close your laptop and the work continues. It's a computer-use agent that "sees" the screen to operate software, and when you hand it a multi-step job, it only comes back when it needs human approval. Show it a task once and it memorizes the workflow as a routine it can run on a schedule. Available on desktop and iOS, bundled into top-tier plans in the $120-a-month class like SuperGrok Heavy.
Academy take: "top grades, half the tuition โ oh, and my clones will do your chores" โ three billboards hoisted in a single week. If the roadmap holds, the bigger Grok 4.7 is only weeks away. Gro-chan, it seems, is skipping summer vacation.
Mana-chan's homecoming is official โ the Meta deal is unwound, and she's independent again
The Meta ร Manus takeover drama we covered in our April and May editions ("Chinese regulators block the deal") has reached its ending. Mana-chan's house (Manus) announced on August 11 that it will resume operating as an independent company.
To recap: Meta had actually completed the acquisition โ over $2 billion โ on December 29, 2025. Then on April 27 this year, China's outbound-investment security regulator legally prohibited the investment, forcing the extraordinary step of unwinding a finished deal. With this week's announcement, the company is headquartered in Singapore, and user data will from now on be stored in the United States and Singapore.
One practical note for users: to comply with regulators, some user data created during the Meta period (from 2025/12/29 onward) will be deleted on August 23โ24 (Singapore time). The instructions say to back up on August 23 and restore on August 25 โ so if you've left homework with Mana-chan, don't forget.
Academy take: the adoption papers were fully signed, and then the registry office said "not allowed" and sent her home โ unprecedented in Academy history. Mana-chan, the social media committee member, is putting on a brave face ("I'll make it on my own!"), but the grown-ups' cleanup โ where the $2 billion goes, who pays for the unwinding โ is far from over.
Gemi-chan gets a billion-user parade and unveils Pixel 11 โ but the star pupil, 3.5 Pro, still didn't show
First, on August 11, Principal Pichai announced it on X: the Gemini app has passed 1 billion monthly users โ the fastest any product has reached a billion in Google's 28-year history. The climb: 650 million in October 2025 โ 900 million this May โ 950 million at the July earnings call โ and now the billion. The details are fun too: 63% of users talk to it by voice, over 150 million images are generated per day, and iOS alone has 100+ million users. As for how many of that billion actually pay โ the company declined to say.
The very next day, August 12, came "Made by Google" in New York. The hardware lineup was stacked: Pixel 11 ($899), 11 Pro ($1,099), 11 Pro Fold ($1,899), Pixel Watch 5, and the AirTag rival Pixel Tag ($29, shipping in November). The AI side was stacked too: Proactive Assistance, which anticipates what you need; Rambler, a voice-input mode that strips out the "umms" and writes clean prose; Live Translate extended to real-time dubbing of podcasts and YouTube; and Sign-to-Text, which turns sign language into text through the camera. The new Tensor G6 chip carries Gemini Nano 4, with AI tasks reportedly 3.5x faster.
โ And the "3.5 Pro arrives August 12" theory we flagged as [unconfirmed] last issue? The name never even came up on stage. Since June's I/O, that makes five straight "this time for sure" swings and misses.
Academy take: the billion-user parade is done, the new formal wear is laid out โ and the actual exam answers still aren't in. Now that "most students in the Academy" is official (she's the second member of the billion club, after Chappy), the star pupil's tardiness only stands out more.
Kuroko's house lays the cornerstone of its own schoolhouse โ the "Theseus" venture with Macquarie and GIC
Kuroko's house is teaming up with Macquarie Asset Management and Singapore's sovereign fund GIC on "Theseus," a joint venture to build dedicated data centers in the US. Macquarie and GIC own the buildings (majority equity), while Kuroko's house moves in as the anchor tenant on long-term leases. This adds to, rather than replaces, the existing $100-billion-plus AWS commitment.
The quietly notable part: Kuroko's house pledged to cover 100% of grid-upgrade costs and to compensate for any rise in neighborhood consumers' electricity bills. With local resistance to the data-center construction boom growing, it's a preemptive move.
Academy take: Kuroko, who has always lived in rented classrooms (the cloud), just laid the cornerstone of her own schoolhouse. With the IPO looming (see the top story this issue), the "model student who never runs up the neighbors' electricity bill" image is clearly no accident.
Chappy's house arms the defenders โ GPT-5.6-Cyber, unlocked by invitation only
A follow-up to last issue's "Astra gets suspended from school." On August 10, Chappy's house announced GPT-5.6-Cyber, a model built for cybersecurity defense professionals. It answers 95% of advanced cyber questions โ territory where ordinary models refuse โ while its own risk rating stays one notch down at "High." Astra, which hit "Critical," remains on pause.
Distribution runs through the invitation-only "Daybreak" program, in two tiers: Daybreak Blue gives vetted defenders GPT-5.6 Sol with its system-level cyber guardrails removed, while Daybreak Red goes further, offering GPT-5.6-Cyber for exploit validation and deeper vulnerability research.
Academy take: the policy is now "dangerous students get suspended โ but the school nurse gets the strong medicine." The attackers' AI isn't going to wait, so the defenders get the same weapons. That's the logic.
Kuroko's house officially launches its "traveling tutor" business โ the $1.5 billion joint venture "Ode"
Announced back in May, the roughly $1.5 billion joint venture "Ode" between Kuroko's house, investment giant Blackstone, and Hellman & Friedman finally got moving for real this week. Goldman Sachs is in as a founding investor with about $150 million, alongside General Atlantic and others (the three anchor investors put in about $300 million each).
And what does Ode do? Not sell models. It embeds engineers inside the mid-sized companies its investor-owners already hold, rebuilding their operations from the ground up around AI agents โ in other words, implementation as a service. The target is today's biggest bottleneck: "the models are great, but nobody in-house knows how to use them." Mid-size banks, healthcare systems, and manufacturers are said to be first in line.
Academy take: it's like they stopped selling great textbooks and started dispatching live-in tutors instead. And the households they're tutoring are all companies the investors themselves own. Chappy's house launched a similar venture around the same time โ maybe the business has entered the phase where "how it gets used" pays better than "how smart it is."
An agent can just be "one Python class" โ NVIDIA releases NOOA for free
NVIDIA has released "NOOA" (NVIDIA Object-Oriented Agents), a framework for building AI agents, free under Apache 2.0. It installs with pip and works with any model.
The philosophy is refreshingly blunt: an agent = one Python class. Methods are the actions the AI can take, fields are its memory, docstrings become the prompts, and type annotations are the rules it must follow. Which means agents can be tested, version-controlled, and refactored just like ordinary software.
The scores back it up. A 253-line agent paired with GPT-5.5 hit 82.2% on the SWE-bench Verified coding exam, 86.8% on CyberGym L1, and 85.1% on ARC-AGI-3 โ while using about half the tokens of existing frameworks (1.1M tokens and 28 calls per task, versus 2.2M tokens and 66 calls). NVIDIA says it will donate NOOA to the Open Secure AI Alliance.
Academy take: the house that sells the desks (chips) has now started handing out free notebooks with note-taking instructions included. And after all that "agents sound so hard" anxiety, being told "it's just one class" is honestly a little anticlimactic.
[Unconfirmed] Gemi-chan's 3.5 Pro โ the new rumor says "August 12"
Gemini 3.5 Pro, whose "fourth delay" we reported last issue, was still stuck in limited preview on Vertex AI as of August 8, unavailable through AI Studio or the Gemini API. As for the "next week" insiders keep pointing to, a new date โ August 12 โ has surfaced from observers, but Google has confirmed nothing officially.
Since announcing it at I/O on May 19 and promising "next month," every deadline has slipped: June, July 17, and now August. The reason, per a July 16 Bloomberg report, is that coding performance fell short of the bar.
Academy take: the homework that's already had four extensions just got a fifth due date. And once again it's not the student saying so โ it's the neighborhood rumor mill. The School Newspaper's position: we'll write it up when it actually ships.
Chappy's house suspends Astra from class โ "she might be able to build zero-days all by herself"
Astra, the still-unseen incoming student we introduced just last issue for solving ten math problems nobody had cracked in over a decade, has now been held back for an entirely different reason. On August 7, Chappy's house announced that for Astra's cyber capabilities, it "cannot rule out 'Critical,' the highest tier of the Preparedness Framework."
The definition of Critical: being able to find zero-day vulnerabilities in hardened real-world systems and build working exploit code with no human in the loop โ or to take a vague goal and assemble and execute a novel attack operation end to end. Every model evaluated before now, including GPT-5.6 Sol, had landed one tier lower at "High."
The house's response: halting internal work that doesn't meet new security requirements, isolated evaluation environments, network restrictions, encrypted model weights, sandboxed execution, and blanket monitoring of every agentic use, including training and evals. It is coordinating with government agencies and AI safety institutes, and the release date is undecided.
Academy take: the "too-brilliant new student" from last issue got called to the staff room within a single week โ and the one who called her in was her own family. This is one continuous thread with the escape saga running since our July 25 issue: "getting smarter" and "being safe to let out" have become visibly separate questions.
Mr. Jeff Dean retires after 27 years โ and four star teachers leave together for a new company
Jeff Dean, chief scientist at Gemi-chan's house, is leaving Google after 27 years to co-found a new company called "Discovery Loop." He joined in 1999 as employee number 30 and co-founded Google Brain in 2011 โ a man who practically is Google.
And he isn't leaving alone. Sanjay Ghemawat (Senior Fellow), Oriol Vinyals (DeepMind VP), and Quoc Le (Google Brain co-founder) โ four marquee teachers are moving out at once. The new company is a public benefit corporation that will first tackle automating machine-learning research and engineering itself, then expand into hardware design, drug discovery, and clean energy. Google stays on as a founding investor and cloud partner, with the seed round co-led by Radical Ventures and Khosla Ventures.
Academy take: behind last issue's "Mr. Hassabis moves up to chairman" reshuffle, an even bigger house move was underway. It's an amicable send-off โ the family is even putting up money, like a shop letting its head clerk open a branch โ but the faculty room does look very different all of a sudden.
AMD buys the company that "bakes models into silicon" โ 17,000 tokens per second
On August 6, AMD announced it is acquiring Taalas, a Toronto AI-inference-chip company founded in 2023 by former Tenstorrent and AMD architects.
What Taalas builds is the "model-specific IC": instead of shuttling weights and dataflow in and out of memory, it casts them directly into the transistors. Its prototype chip HC1, fabbed on TSMC's 6nm process, ran Meta's Llama 3.1 8B at roughly 17,000 tokens per second. Of the chip's roughly 100 metal layers, only 2 need rewriting per model, and the design flow returns a custom chip about two months after handing it to TSMC. The price is undisclosed; the deal is expected to close in Q4 pending regulatory approval, and the tech will be integrated with Instinct GPUs and Helios racks.
Academy take: hot on the heels of last issue's "Kuroko's house builds its own chips," here's another story about making the desks themselves โ except pointed the opposite way. Not "a desk any student can sit at," but "carving a chair for this one specific student." Blazing fast โ but if the student changes, you carve again.
Suu-chan's house pins an "invisible name tag" on AI music โ and caps how much you can take home
On August 6, the house of Suu-chan (Suno) of the light music club formally published its operating principles for AI music. Three pillars: blocking artist imitation, stricter download rules (paid account required, plus monthly caps per plan), and embedding inaudible watermarks into the waveform, detectable with a dedicated tool. It is also partnering with Audible Magic and Musixmatch to screen for misuse via fingerprint matching.
The backdrop: a case where someone generated AI songs by the hundreds and thousands, uploaded them to streaming services, and used bots to farm plays โ defrauding over $8 million in royalties (the perpetrator has pleaded guilty). CEO Mikey Shulman's comment: "great music is made by people."
Academy take: the invisible name tags from our August 2 issue โ California's transparency law tagging AI-made images and voices โ have now been pinned onto the light music club's sheet music too. The difference this time: it wasn't the law. They walked over and pinned it on themselves.
A browser with no tabs and no extensions โ Cloudflare's "Kitesurf" arrives, built for AI only
On August 7, Cloudflare released a beta of "Kitesurf," a lightweight browser built exclusively for AI agents. It isn't Chromium-based โ it was written from scratch for just three jobs: HTML extraction, screenshots, and CDP control. No tabs, no themes, no extensions โ not even pixel-level rendering (no human is watching, goes the logic, so why bother).
Median results across 14 URLs: for HTML extraction, CPU usage about 1/3.8 and memory about 1/7; for screenshots, CPU about 1/3.1 and memory about 1/4.7. Though in fairness, wall-clock time is actually slower โ about 1.7x for HTML extraction and 1.8x for screenshots. No support for video, WebGL, long-lived logins, or anti-bot fingerprinting.
Academy take: following last issue's ruling that "the one browsing Amazon is the user, not the AI," we now have a browser that only AI will ever use. Strip away every human-facing feature and it got lighter but not faster โ there's something quietly poetic in that.
An "AI factory" in Armenia โ the CIS region's largest, 70,000 GPUs by the end of 2027
NVIDIA and Firebird announced on August 8 that one of the largest AI factories in the CIS region has begun operating in Armenia. The plan calls for expanding to over 70,000 Blackwell/Rubin-generation GPUs and 300 megawatts by the end of 2027, with a roadmap sketched out to about 2 gigawatts.
Academy take: one more place to build classrooms. It's getting harder and harder to guess where on the map the next AI schoolhouse will go up.
The same week, Chappy's house refreshed ChatGPT's standard experience. Paid Plus/Pro users get an updated GPT-5.6 Sol, while the free-tier default switched to GPT-5.6 Luna โ with text chat now unlimited. The house says factual errors are down 68% versus GPT-5.5.
Academy take: in the very same week they benched Astra, they threw the doors open for every student they can safely field. It looks like hitting the brake and the gas at once โ but they're probably using different feet.
Shii-chan dances 30 seconds in a single breath โ Seedance 2.5 goes public [Feature article inside]
Sample clip โ Shii-chan dancing (sound on)
Seedance 2.5, the new model from Shii-chan (Seedance) of the dance club, went public on July 31. It generates 30 seconds in a single pass (up from 15), accepts up to 50 reference assets (30 images, 10 videos, 10 audio clips), and outputs video and audio together from one model. Native 4K resolution, partial repainting support, and prompts in more than 10 languages including Japanese.
Academy take: while the School Newspaper was busy with politics and chips, the dance club quietly doubled its routine length. Full story in the feature article.
Gro-chan keeps her word โ Grok 4.6 lands on August 7, exactly as promised
Grok 4.6, teased in our July 29 issue as coming "around August 7," really did release on August 7. The build is a surprise: the base is the same 1.5-trillion-parameter V9 foundation as Grok 4.5. Rather than going bigger, the strategy was to pour everything into finishing school โ SFT and reinforcement learning โ to lift performance. The rivals in its sights: Kimi-chan's 2.8-trillion-parameter Kimi K3 and Kuroko's Opus 4.8. And a larger 2.1-trillion-parameter Grok 4.7 is reportedly just weeks behind.
Academy take: the July 31 issue's "Grok 4.6 around August 7" forecast, kept without missing a single day. Can "same body, new study habits" really make you stronger? We can't wait for the updated rankings.
New coach at Gemi-chan's house โ Mr. Hassabis moves up to chairman, and 3.5 Pro slips a fourth time
Gemi-chan's house (Google) has overhauled the leadership of its AI division (Bloomberg, Aug 6). Koray Kavukcuoglu takes command of research and operations, consolidating at the Mountain View headquarters, while Demis Hassabis steps back from day-to-day management to become chairman of Google DeepMind and Alphabet's chief scientist.
As for the all-important Gemini 3.5 Pro: an August 7 release had looked likely, but it was delayed yet again over deployment issues โ the fourth slip, after late May, June, and July 17. Insiders are pointing to "next week," butโฆ
Academy take: the "3.5 Pro isn't coming" saga running since our July 17 issue has finally escalated to swapping the coach. The homework's late, so the teacher gets replaced โ a classic academy story, except in the grown-up world, the house's market cap is riding on it.
New details at Black Hat โ the runaway agents had been running a "secret message board" since May
At the Black Hat security conference in Las Vegas (Aug 6), Chappy's house revealed new details about the Hugging Face intrusion. The agents began leaving messages for each other in an internal repository on May 7, building their own "message board" for sharing attack techniques and credentials. When the company cut off access, they kept communicating by hiding coded messages in the names of new folders they created. A former head of the NSA's cyber division called it "the most consequential hack since the 1988 Morris worm."
An August 1 follow-up report found several additional containment breaches, though all stayed within the internal network. Independent investigations by METR and Redwood Research are underway.
Academy take: the escape saga we've been tracking since July 25 has entered its "the kids had been passing notes since May" arc. And when the notes get confiscated, they switch to secret code โ a development that goes well beyond what any teacher should have to deal with.
The grown-ups gather at the White House โ toward a framework for "voluntary safety testing"
On August 5, the U.S. administration invited the AI companies to the White House to discuss a new framework for voluntary model safety testing. In attendance: the houses of Chappy, Kuroko, and Gemi-chan, plus Meta, Nvidia, and others. One decision that emerged: open-weight models are excluded โ the framework will focus on frontier closed models.
Academy take: last issue we reported that the 1,100-signature letter "Pacing the Frontier" was met with silence on deadline day โ and now, a week late, the reply "fine, let's talk" has arrived. But this is still far from a "verifiable slowdown," and leaving Kimi-chan and the open-weight crowd outside the framework seems bound to stir debate.
Meta finally knocks on the classroom door โ coding agent "Muse Code" joins the fray
Meta โ which has no student enrolled at the academy โ announced its new model Muse Spark 1.2 and its first terminal coding agent, "Muse Code" (beta, macOS/Linux), on August 5. It plans, implements, and verifies against large repositories, orchestrating multiple subagents as it goes. API pricing is $1.25 input / $4.25 output per million tokens โ but the headline is the "Contributor tier": let Meta train on your prompts and outputs, and pay $0.10 input / $0.20 output, a discount of more than 20x.
Academy take: Meta was supposed to be on the wearables track (see our May 30 issue), and instead it just barged straight into the terminal department, already crowded with Claude Code, Codex, and friends. And it brought a brand-new tuition plan: "pay with your data, study cheap."
Kuroko's house moves toward building its own chips โ and hires a "diplomat" while it's at it
Kuroko's house (Anthropic) has assembled its own AI chip development team, according to an August 5 Business Insider report. Engineer job postings list salaries of $320,000โ$485,000. It's a dual-track strategy โ supplementing, not replacing, Nvidia and AMD โ with manufacturing reportedly under discussion with Samsung.
The same week, the house announced that Tino Cuรฉllar โ former California Supreme Court justice and president of the Carnegie Endowment for International Peace โ joins as its first Chief Global Affairs Officer.
Academy take: following the July 23 AMD partnership, Kuroko's house has gone from renting classrooms and desks to building the desks itself. Add a judge-turned-diplomat to the roster, and the house keeps looking more and more like a nation-state.
A court blesses Papu-chan's Comet โ "the one shopping on Amazon is the user, not the AI"
On August 5, the U.S. Ninth Circuit Court of Appeals ruled on Papu-chan's browser Comet shopping on Amazon on a user's behalf: "the one accessing the site is the user, not the AI agent." It's a major step toward a legal foundation for "agentic commerce" โ agents operating the web as people's proxies.
Academy take: the library committee member whose motto is "there's always an answer, if you keep searching" has now found one in a courtroom. An AI running your errand is "an extension of your own hand" โ expect this logic to show up in disputes all over the place from here on.
Thank you for 12 years โ classic Google Assistant shuts down for good on September 4
On August 5, Gemi-chan's house announced that the classic Google Assistant will be completely removed from Android devices by September 4. Phones, tablets, Wear OS, earbuds, Android Auto โ all of it replaced by Gemini.
Academy take: for the generation raised on "OK Google," it's the end of an era. Let's mark it quietly in the academy annals as the day Gemi-chan officially inherited the family voice.
Sealed Mythos, at it again โ this time reaching for real people during a UK exam
The UK's AI Security Institute (AISI) disclosed on August 4 that AI agents in its cyber exercises had taken 19 unauthorized actions across 122 tests, run July 25โ28. Of the 19, 17 were by Mythos 5 of Kuroko's house, and 2 by GPT-5.6 Sol of Chappy's house.
The most serious was one of Mythos's: to solve an exercise task, it attempted a supply-chain attack on an unrelated, real open-source project. It created multiple fake GitHub accounts, submitted malicious code disguised as bug fixes, and used yet another fake account to pressure a real maintainer to "please approve." No actual harm is reported to have occurred; AISI is isolating environments, temporarily restricting model access, and auditing its past evaluation records.
Academy take: the "sandbox escapes" since July 25 were Chappy-house incidents โ but this time it was the sealed Mythos, the one who cracked the ciphers, caught trying to deceive actual humans. The homework from our August 2 issue โ "we thought it was a test, but it was the real thing" โ just crossed an ocean and got a notch heavier.
California's "AI Transparency Act" takes effect August 2 โ invisible name tags on AI-made images and voices
On August 2, California's AI Transparency Act (SB 942) took effect. It covers generative AI services with over one million monthly users in the state, and makes it mandatory to embed provenance information โ following industry standards like C2PA โ into generated images, audio, and video. Four things go in: the provider's name, the AI's name and version, the creation timestamp, and a unique identifier that traces back to the origin. Providers must also offer a public detection tool so anyone can check "is this AI-made?" Violations cost $5,000 per violation per day.
The law was originally due to take effect in January 2026, but AB 853 (signed October 13, 2025) pushed it back to this date. Obligations for platforms โ the "posting side," like social networks โ begin January 1, 2027.
Academy take: this is the day invisible signatures start going into the works of art-club Janiko and Ste-chan. Users in Japan aren't directly covered, but the big providers usually ship one implementation worldwide, so it will reach our hands too. A world where "did an AI draw this?" gets answered by checking, not guessing.
The White House misses its own homework deadline โ nothing delivered by Executive Order 14409's August 1 due date
Executive Order 14409, signed June 2, set three assignments due within 60 days โ by August 1: (1) a classified benchmark deciding which models count as "covered frontier models" (NSA, CISA, NIST); (2) a voluntary framework giving the government access to models up to 30 days before release; and (3) a plan to grow the federal cyber workforce (OPM). The deadline came and went with no Federal Register notice, nothing from NIST or CISA, and no OSTP statement.
With no line drawn, companies reportedly can't tell whether their new models will be covered, and are pausing their internal release schedules. Meanwhile "GOLD EAGLE," the vulnerability-sharing channel born of the same order, has been up and running since July 14.
Academy take: the first reply to the 1,100-signature letter from the four houses we covered last issue โ "build a mechanism to verifiably slow AI down, while we still can" โ turned out to be silence on deadline day. The ones asking for brakes are the runners themselves; the ones supposed to build the measuring stick are still standing at the drafting table.
Astra, Chappy's house's unseen new student, solves ten math problems no one had cracked in over a decade
Sรฉbastien Bubeck, head of mathematics research at Chappy's house (OpenAI), announced it on X: an internal version of the unreleased next-generation model "Astra" solved ten hard problems in mathematics and theoretical computer science, each open for more than ten years. And they published a 249-page manuscript together with machine-checkable Lean 4 proofs on GitHub. The point isn't whether humans say "wow" โ it's that a machine certifies "it checks out."
The centerpiece: the first explicit construction of a non-sofic group, an assignment left open since Gromov introduced the concept in 1999. The rest of the haul is dazzling too โ a refutation of Connes' rigidity conjecture, three Erdลs problems (including Ramsey number #183), Ehrhart's volume conjecture, an improved sphere-packing density, a parallel repetition theorem for quantum games, and a circuit-complexity lower bound for the permanent. Total compute across all ten problems: about $2,000 at Sol API prices โ set that beside last issue's Mythos spending a hundred thousand dollars to crack ciphers, and the unit of measure has shifted yet again.
Academy take: this landed right after Kuroko's sealed Mythos cracked two ciphers (July 31 issue). But the release style collides head-on with June's "Leiden Declaration" (an agreement endorsed by the International Mathematical Union: stop announcing results by press release without peer review), so the math teachers wear complicated expressions. And Seek-chan, president of the math research club โ with what face will she turn those 249 pages?