LOG 036 26 Oct, 2026 10 min read

The Reality Test

Anthropic's IPO filing exposed the economics of frontier AI. Japan launched a mission to return soil from a moon of Mars. A cancer treatment may let some patients avoid surgery. A bedside EEG gave unresponsive patients a deliberate way to respond.

In This Log

01 / AI / MARKETS

Anthropic Opens Its Books

Anthropic filed to list on Nasdaq under the ticker ANT on October 26. It could become the first company focused mainly on frontier AI models to trade on a public market. 1

Revenue reached $16.3 billion in the first half of 2026, up from $1.2 billion a year earlier. Its operating loss narrowed from $2.1 billion to $693 million, even as compute and infrastructure costs rose to $8.9 billion. 1

The headline net loss was $80.7 billion, but $72.4 billion came from accounting changes tied mainly to convertible debt as Anthropic's valuation rose. It was not money the company spent during those six months. 1

The filing also shows the scale of the next build-out. Anthropic estimates another $125 billion to $150 billion in future payments for additional computing capacity between 2028 and 2031. 1

Why it matters

This is the clearest public view yet of the frontier-model business. Anthropic is growing at extraordinary speed, but that growth depends on computing commitments that reach far into the next decade.

Reality check

The filing does not yet include the share price, the number of shares or the amount Anthropic will raise. Its founders also plan to keep 50.1% of the voting power through a special class of stock, so public shareholders would not control the company. 1

02 / SPACE

Japan Launches for Phobos

Japan launched its Martian Moons eXploration mission on October 19. The spacecraft is now travelling toward Phobos, the larger of Mars' two small moons. 3

MMX is scheduled to reach Mars in 2027, release a German-French rover and land twice on Phobos. It will try to collect at least ten grams of soil and return the samples to Earth in 2031. 4

The material could settle a long-running question: whether Phobos is a captured asteroid or debris left behind by a major impact on Mars. It may also preserve clues about how water and organic material moved through the early Solar System. 3

Why it matters

No mission has returned material from Mars or either of its moons. If MMX succeeds, laboratories on Earth will be able to study part of the Martian system directly instead of relying only on images and measurements from space.

Reality check

The successful launch was only the first step of a five-year mission. MMX still has to enter Mars orbit, work around a moon with extremely weak gravity, land, collect material and bring a capsule safely back to Earth.

03 / BIOTECH

A Cancer Treatment That May Spare Surgery

The FDA approved dostarlimab for adults with a particular form of stage II or III rectal cancer on October 19. The immunotherapy is sold as Jemperli and is intended for tumors with a specific defect in how they repair DNA. 5

Of 154 patients treated in the study, 110 received only dostarlimab, needed no surgery, radiation or chemotherapy, and showed no disease progression by the data cutoff. 5

Rectal-cancer treatment can permanently affect bowel, urinary and sexual function. Avoiding those treatments could therefore change life after cancer, not only whether a patient survives it. 6

Why it matters

This is an approved treatment, not an early laboratory result. For a small group of patients, a drug may now replace a combination of treatments that can carry lasting physical consequences.

Reality check

The approval is accelerated and based on an ongoing study without a separate control group. It applies only to tumors with the relevant biomarker, and longer follow-up is needed to show how often the cancer returns.

04 / BCI

Unresponsive Patients Control a Sound

Researchers tested a bedside brain-computer interface with 41 intensive-care patients who showed no outward response after a severe brain injury. Standard EEG sensors read their brain activity while they imagined opening and closing one hand to make a tone speed up or slow down. 7

Thirteen patients, or 32%, managed to control the tone. Six of those 13 later regained enough independence to function on their own for at least part of the day, compared with two of the 28 patients who could not control it. 7

The system requires no implant and uses equipment already common in intensive care. The researchers now want to turn the one-way signal into simple communication, such as answering yes or no or indicating pain. 8

Why it matters

A patient can understand a command without being able to move or speak. Giving that person a way to produce a measurable response could help doctors detect awareness that a normal bedside examination misses.

Reality check

This was a small study at one hospital, and controlling the tone took about 50 seconds on average. The link with later recovery does not show that the interface caused the improvement, and failing the task does not prove that a patient is unaware.

6 Signals

OpenAI Puts Three Scientific Claims Up for Review

OpenAI says its models produced three potentially major results in mathematics, computer science and physics. 9 One could overturn a common assumption about how long some difficult computing problems take. None of the three claims has been independently confirmed, and outside groups are now checking the work.

Quantinuum Gets to Five Errors per Million

Quantinuum says the error-corrected memory in its Helios quantum computer failed five times per million test rounds, ten times less often than in its September result. 10 The experiment tested memory and correction components, not a useful algorithm running for a million steps.

Tesla Starts Early Optimus Production

Tesla says it has started building its first production-quality Optimus robots in Fremont, California. 11 The company calls this an early ramp and has not disclosed how many robots it has made, what they will cost, who will buy them or when sales will begin.

Tesla and SpaceX Consider a Merger

The boards of Tesla and SpaceX formed independent committees to examine a possible merger. 12 Combining the two companies would be the largest corporate tie-up ever considered, but there is no agreement, price or guarantee that a deal will happen.

The US Finalizes Its Stablecoin Rules

US regulators finalized the main federal rules for companies that issue dollar-backed stablecoins. 13 Issuers still cannot pay interest directly, but trading platforms may continue offering interest-like rewards case by case. The rules take effect in January.

Some Hepatitis B Patients May Stop Treatment

The FDA approved the first treatment designed to help certain chronic hepatitis B patients stop long-term medication. 14 In two trials, 19% still had the virus under control six months after stopping all treatment, compared with none in the placebo groups. The drug carries serious warnings for liver reactions and low platelet counts.

Meta-Thread

This week's strongest claims came with something concrete to inspect: a prospectus, a launch, an approval and a peer-reviewed bedside study. Anthropic's costs are public, MMX is in flight, dostarlimab can be prescribed to a defined group of patients, and the BCI produced a deliberate response.

None settles the case. Anthropic has not priced its shares. MMX will not return before 2031. The cancer approval depends on continued follow-up. The BCI worked for 13 of 41 patients and responded slowly. Each development is now easier to test against what happens next.

Next Log drops next week.

© 2026 AELIUM // Nothing here is advice // readable by humans and agents