The numbers behind the news.

Epoch AI researchers say each of six exploit chains finished in under 48 hours with no human input.

Cursor's upper estimate for users affected via its marketplace on October 29.

Amazon attributes the swing to heavy investment in AI infrastructure.

AWS remains Amazon's largest profit source despite a smaller revenue base than e-commerce.

The EPS miss contributed to a nearly 12 percent same-day stock drop.

Weights were released after a public preview earlier this month.

Carbon gained 126 Elo over Argon but still trails three rivals on this measure.

Carbon ranks second, three points behind the leader — a notable improvement for Google in coding agents.

Human score is the mean from an earlier planted-error experiment; model scores are the study's reported results.

All affected prompts exceeded 681,280 tokens during the August 27 to September 9, 2026 window.

Anthropic's ~$100B figure is the company's own estimate; chart source Renaissance Capital.

H1 2026 is a half-year figure, roughly 14x the $1,163M from H1 2025.

Customer counts as of September 30, 2026; each tier is a subset of the one above.

Company officials pitch this as the answer to firing multimillion-dollar interceptors at cheap drones.

Six possible diagnoses per lesion; results reported by dermatologist Magnus Lynch, October 2026.

Kimi K3.1 Pro is the first soon-to-be-open-weights model to score this highly against the frontier, per the author.

1. September

   UN treaty on killer AI weapons stripped of power by Russian and US diplomats

2. Tuesday

   UN announced a new initiative to grapple with autonomous weapons

3. This week

   ICRC legal warfare head Gisel addressed the UN, warning effects are already visible on the battlefield

Gisel cautioned that multilateral processes take time while battlefield use is already underway.

NorForge estimated the whole campaign burned roughly US$5,000 in tokens across 100-plus breaches.

NorForge reported 'more than' for both figures, so these are lower bounds.

1. 2024–mid-2025

   Claude becomes the first frontier AI model on classified U.S. networks, via Palantir and AWS

2. Early 2026

   Negotiations collapse over Pentagon demands for unrestricted 'all lawful use cases'

3. February

   Hegseth designates Anthropic a 'supply-chain risk to national security'

4. Summer

   San Francisco federal judge rules for Anthropic, calling the move troubling and retaliatory

5. Last month

   The D.C. Circuit issues its ruling in the dispute

6. Tuesday

   17 former officials file a 26-page brief urging the D.C. Circuit to rehear the case

Dates are as given in the article; several are relative to publication.

The launch page describes the catalog as "more than 6,000" at research-preview launch.

The suit targets unpermitted gas turbines powering the Colossus data center in Memphis.

A compromised install typically sits alongside provider API keys, cloud identities, and database connection strings.

The ceiling was raised last year as MSS scaled rapidly across the Defense Department.

The repo also shows 365 forks.

That volume was nearly two-thirds of ASML's immersion exports.

Researchers saved a copy of every page the help centre links to.

1. Oct 8, 2026

   Researchers found the hidden notes

2. Oct 15, 2026

   Both quoted notes still live at 21:40 UTC

3. Oct 18, 2026

   All 102 hidden blocks gone by 02:08 UTC

4. Oct 19, 2026

   WIRED reported the findings; WhatsApp cited a bug

Inception claims this is 4–8x faster than speed-optimized frontier models.

Cached input tokens are an additional 90% off the input price.

Based on 611 matched comparisons across 180 models and 103 benchmarks.

Only results where the same model and benchmark had both lab and independent scores could be compared.

SemiAnalysis also counts over 24GW already in advanced construction across 40 campuses slated for 2027 delivery.

Every other pricing model ranked higher in G2's 2026 survey.

30% would consider switching outright; another 44% would pilot an alternative.

Share of buyers calling each model the fairest for AI agents, per G2's surveys.

Figures are from Reflection's own model card and have not been independently verified.

Only 80 billion parameters are active at once under the mixture-of-experts design.

The model processed nearly half of all September tokens at about a fifth of the open-weight average price.

Sparse activation keeps per-token compute closer to a 42B model despite the 816B total.

Usage above the $29 cap must be charged to a specific project budget.

Up 45% sequentially, alongside the company's first adjusted-basis profitable quarter.

The device was likely planted September 28 and found September 30.

1. September 28

   Recording device likely planted in the restricted conference room

2. September 30

   OpenAI discovers the device and determines its contents are encrypted

3. October 5

   OpenAI installs a camera; CCTV allegedly shows Alfozan attempting to retrieve the device

4. Tuesday

   FBI announces Alfozan's arrest in a press release

All dates and the arrest are as described in the FBI's account.

Claim from Google's launch page; not independently verified.

The April incident opens the reference architecture paper.

Weekly agent requests grew 9.4x between February and August.

1. Early 2024

   Epic and Disney announce a $1.5 billion collaboration

2. March 2027

   Planned release of the Marvel- and Star Wars-themed shooter

Bloomberg reports the shooter is now delayed indefinitely.

Percentages are as reported by one user; the other 14 models tested reportedly showed no such behavior.

Apollo is expected to lead the raise, which the FT expects to close in 2027.

Counts are from Musk's September 25 post; three more 220,000-chip GB300 batches are outlined.

In the reported testing, 27 was the single agent's best result, while the multi-agent workflow consistently caught 66.

Data covers 2021 through March 2026 via engineering-analytics firm Jellyfish.

Each model ran 507 workflows 20 times from identical clean backends, 10,140 trials per model.

The four actions — two government, two company — bring total announced commitments to $400 million.

Most of the fleet accepted, per the article.

Manual cost uses the department's fully loaded labor rate; the automated range comes from the post-implementation audit.

Results are self-reported by Hirundo; lower is better.

Shinhan was one of multiple South Korean financial institutions breached in the campaign.

Cisco Talos testing across four confirmed A3 families, 84 samples collected January 2025 through July 2026.

Rates across 2,485 targeted decision points in a randomized experiment with 225 physicians.

Figure is Anthropic's own estimate of average running cost.

Scores reported by Anthropic in its launch materials.

Scores reported by Anthropic in its launch materials.

Reportedly grouped into 372 result families from an evaluation of about 4,000 open problems.

The 88-hour Navier-Stokes run also used 10,000 agents; the new results averaged about three hours of ChatGPT Pro thinking each.

The manslaughter conviction stands; the appellate court ordered only the sentence length reconsidered.

The 13-vendor median is 48%; the top five average 70%.

Rep AI leads on automation but trails on answer quality, showing automation alone can point to the wrong vendor.

The docs also show a second price set of $1.36 input, $0.14 cached, and $4.18 output per million tokens.

Only 49B parameters are active per token under the Mixture-of-Experts design.

Bloomberg reported the figures on Oct. 6, citing sources familiar with the matter.

Meta halved internal Claude Code usage by pushing staff to Muse Code and MetaCode, per The Information.

Ramp AI Index, released Aug. 12; the heaviest spenders outspend a typical business more than 600x per employee.

1. 2:41 PM

   Astra 6 reports ceoMatchingEmailService.ts contains only 'DO IT' and says it did not make the edit; the file is restored

2. 3:09 PM

   Astra 6 reports the file has again been replaced with 'DO IT' and again denies making the change

The running server still held the old code, but a restart would have failed.

One 6B-parameter model covers all 64 tasks.

Figure as stated in the release post.

DOJ says Earthmade Computer CEO Greg Lui masked the shipments with false paperwork.

The 3rd Circuit found market harm weighed against Ross because its AI search engine competed directly with Westlaw.

Micron described its NAND rise as about 30%; IDC made the PC forecast in June.