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Technology

Anthropic built a new source-control system for software written at agent scale

Anthropic

Anthropic says it replaced Git for its main monorepo after daily merged changes rose from about 2,500 in May to more than 30,000 in September. Its Scion system assumes always-online agents, server-side operations, sparse or virtualized checkouts and horizontally scalable caches. The company reports a 200-fold smaller infrastructure footprint, checkout speeds two orders of magnitude faster and a 25% CI CPU reduction. Anthropic stresses that Scion is bespoke and unsuitable for ordinary repositories, but expects agent-driven workloads to create similar pressures elsewhere.

Microsoft patches more than 1,400 flaws, including an exploited Windows zero-day

Krebs on Security

Microsoft has released fixes for more than 1,400 security vulnerabilities across Windows and other software, including an actively exploited Windows Shell flaw affecting Windows 10, Windows 11 and some server versions. At least 78 bugs are rated critical, while another .NET vulnerability was publicly disclosed before patching. The unusually large release reflects increased bug discovery, including Microsoft’s stated use of large language models, and creates testing and deployment strain for corporate security teams.

AI

Google launches Gemini 4 Argon with a one-million-token working window

AlphaSignal

Google says Gemini 4 Argon is globally available across its consumer, developer and enterprise products, with a one-million-token window shared between input and output. The model leads some long-context and professional-task evaluations but trails competing systems on specified coding-agent tests. Google reports case studies in Chromium refactoring, inference optimization, cybersecurity and science, while acknowledging that outcomes depend on tools, tests and inference budgets. API limits, latency targets and data-residency terms remain unspecified in the supplied launch material.

Markets

IMF warns an AI market correction could threaten global financial stability

The Guardian

The IMF says elevated AI valuations, rising sector debt and concentrated investor exposure could make a sharp correction in AI-related assets a global financial-stability risk. The seven largest US technology stocks now represent more than 35% of the S&P 500, while hyperscalers and weaker AI firms have entered extensive financing arrangements. The IMF identified an AI correction alongside high government borrowing costs and a major cyberattack as plausible catalysts for tighter financial conditions. Its warning is about systemic vulnerability, not a prediction that a crash is imminent.

Deals & regulation

Omron will buy Onlogic for $675 million to expand its industrial physical-AI business

channelnewsasia.com

Japanese manufacturer Omron plans to acquire US industrial-PC maker Onlogic and its parent, Interlogic, for $675 million. Omron says the deal will combine Onlogic’s industrial computing with its precision-control technology to develop physical-AI platforms and broaden its US customer base. Onlogic will remain an independent business with its existing brand and management. The transaction follows Omron’s separate collaboration with Comau on industrial-manufacturing automation, indicating a broader push into factory AI, although the supplied report gives no details on timing, financing or expected financial returns.

World

Joseph Kabila named leader of new rebel coalition in eastern DR Congo

BBC

Former Democratic Republic of Congo president Joseph Kabila has been named leader of a new rebel coalition that says it will seek to remove President Félix Tshisekedi's government, including by force. The coalition includes senior figures from the AFC-M23 alliance, which controls much of mineral-rich eastern Congo, and was announced in M23-controlled Goma. Kabila has previously denied links to M23 and faces US sanctions over alleged support for the group. Analysts say his involvement could broaden the rebellion, though peace negotiations appear stalled.

Policy

Indian opposition protests voter-roll changes as court challenge reaches Supreme Court

BBC

Thousands of opposition supporters marched in Delhi demanding the election chief’s resignation over alleged voter-roll fraud, while Congress leader Rahul Gandhi petitioned the Supreme Court. Opposition parties say tens of millions of names were removed in a process benefiting the ruling BJP; the Election Commission and BJP reject the allegation. Authorities restricted protest access, detained thousands over the weekend and detained journalists, while the court said the petition would be heard promptly.

Science & health

Pennsylvania measles outbreak surpasses 1,100 cases as sixth death is reported

The Guardian

Pennsylvania has recorded 1,137 measles cases and 219 hospitalizations since an outbreak began in April, while a Franklin County coroner reported a sixth measles-related death. The state recorded 157 new cases in the latest week, and fewer than 1% of infections were among fully vaccinated people. The fatality is being reviewed by state health officials, and the CDC’s national count remains lower because officials disagree over classification methods. The outbreak is part of a wider US resurgence, with cases reported in 42 outbreaks.

Listening room

Dyna Robotics argues that reliable physical AI requires models, hardware and deployment

Latent Space

Jason Ma, Dyna Robotics’ co-founder and chief scientist, explains the company’s world-action model, which predicts future visual states alongside robot actions. He argues that general-purpose robotics depends on combining broad human video with smaller amounts of robot data, then adapting quickly to specific tasks. The interview also details Dyna’s wheeled semi-humanoid hardware, on-device inference, agentic control for hour-long workflows and deployments folding napkins at Din Tai Fung. Reported success rates, customer scale and future targets are company claims presented in the conversation.

THE BACK PAGE

Sports in brief

NFL

Bills outlast Rams in overtime thriller

ESPN

Buffalo edged the Los Angeles Rams 37-34 in overtime on Monday night after six lead changes. Josh Allen ran for 121 yards and James Cook added 111 rushing yards as the Bills overcame depleted receiver depth and defensive injuries. The Rams’ 11 penalties and continuing special-teams problems contributed to a costly defeat that dropped them to 2-3.

Ravens end historic late-game drought with overtime comeback

Baltimore rallied from an eight-point deficit in the final minute to beat Atlanta 30-23 in overtime, despite playing without Lamar Jackson. The Ravens became the first team in four years to win after trailing by at least eight points in the final minute, ending a 581-game losing streak in that situation. Kyle Hamilton sealed the victory with an overtime interception.

Soccer

Arsenal make it 12 straight wins with Lille victory

The Guardian

Arsenal beat Lille 3-0 to record a 12th consecutive victory. Jurriën Timber opened the scoring before Eberechi Eze and substitute Bukayo Saka struck within seven minutes, extending Arsenal’s remarkable home dominance in the Champions League. The club has now won 14 successive league-stage matches in the competition and is three victories short of Bayern Munich’s record.

Club Brugge stun Inter as Champions League night delivers shocks

Club Brugge produced the night’s biggest Champions League surprise by beating Inter at San Siro, with Nicolò Tresoldi scoring a hat trick. Bayern Munich surrendered a late lead at Viking after Michael Olise’s dismissal, while Barcelona recovered to defeat Galatasaray. Azerbaijan’s Sabah also claimed a historic first league-phase win.

England’s James and Russo put Ukraine playoff in sight

England beat Greece 4-0 to set up a World Cup qualifying playoff final against Ukraine. Lauren James scored twice and assisted Alessia Russo, who also scored twice, while Georgia Stanway added another goal. England controlled the match throughout and took a commanding aggregate lead, though the final step toward qualification remains to be completed in the next playoff round.

NBA

Jordan’s 1998 Finals jersey sells for record $14 million

ESPN

A game-worn, autographed Michael Jordan jersey from the 1998 NBA Finals sold privately for $14 million, the highest price ever paid for basketball memorabilia, according to Hunt Auctions. Jordan wore it in Game 2 of the Bulls’ series against Utah, which Chicago won in six games for his sixth and final championship.

Celtics extend Payton Pritchard on two-year, $44.2 million deal

Boston has agreed to a two-year, $44.2 million extension with Payton Pritchard, keeping the guard under contract through at least the 2028-29 season. Pritchard, the 2024 champion and 2025 Sixth Man of the Year, averaged career highs of 17 points, 5.2 assists and 3.9 rebounds last season as Boston adjusted to Jayson Tatum’s absence.

Elsewhere in sport

Scotland beat Czechs to set up Sweden play-off

Scotland reached the Women’s World Cup play-off final after coming from behind twice to beat the Czech Republic 3-2 in Paisley and advance 5-2 on aggregate. The result sets up a final against Sweden, keeping Scotland within one win of qualification for the tournament.