Vor Bio reported two-year Phase 3 kidney results, Incyte's SEC-filed profit rose from $32.6 million to $1.29 billion in a year, and BioArctic's Leqembi royalty grew. Much of the early-stage news rests on company statements. We separate checked figures from claims.

Third-quarter reports split into two stories: a chip-equipment maker guiding to $8.6 billion of quarterly revenue on AI spending, and chemical and rail CFOs trimming costs against fuel and energy. We checked Dow's figures against SEC filings and flag where the evidence is thin.

Third-quarter calls from Lam Research, Dow and Union Pacific show two economies. AI-linked chip demand is outrunning supply, while chemicals and rail protect profit through cost cuts. Every figure is traced to a named speaker, an SEC filing or a source document.

Web Summit Lisbon's edition returns from 9 to 12 November, and the organisers' featured speakers page has a detail still rare at tech conferences: two of the "speakers" are robots.

Dow says its cost-cutting is ahead of schedule while its latest full-year results show the hole it is climbing out of. Union Pacific posted record profit and wants a merger. Both claims come from earnings calls, and the source's measured accuracy is 60%, so we separate what SEC filings confirm from what executives said.

Q3 2026 earnings calls show finance chiefs relying on cost cuts and cash cushions while energy costs stay high. Dow targets $1.3 billion of net benefits and Union Pacific's fuel price rose 64%. The figures come from earnings-call transcripts and SEC-checked filings; we flag where reporting is less certain.

Robinhood's checked SEC figures show revenue up about 2.4 times in two years and a swing from loss to profit. Now it is the first retail broker to offer Cboe's company-performance contracts, while startups raise money to prove AI agents can be trusted. Some of the evidence is thin, and we say where.

Salesforce has agreed to buy Braze for about $5.66 billion, and ServiceNow has launched a credential to police AI agents. Checked SEC data shows Salesforce can afford to keep buying. Investors and vendors increasingly say that rules for AI agents, not raw capability, will decide who wins.

Analysts turned more bullish on Palantir in mid-October 2026, and the company announced several partnerships. The shares still fell 7% in one session. J.P. Morgan's defense analyst, meanwhile, downgraded Leidos. Every figure here traces to a named source.

The FDA approved a twelfth Tecentriq use, and a decision on Summit's ivonescimab is due Nov 14. Summit's SEC-filed accounts show losses and cash burn rising sharply. AstraZeneca's AI vision is, by its own telling, a forecast and not yet a result.

Palantir fell to $186.03 after a 52-week high, yet analysts upgraded or backed it and new AI partnerships arrived. J.P. Morgan's defense analyst expects solid results from traditional defense firms that may not lift their shares. Every figure here traces to a named source, and we flag where the evidence is thin.

Cancer drug makers are betting on newer treatment types, and regulators have started to approve some. Summit Therapeutics' filings show how costly that bet is: a $1.08 billion net loss in 2025 with zero revenue. The FDA rules on its lead drug on Nov. 14. The AI claims behind the story are forecasts, not results.

In one week of October 2026, Cisco, Hesai, TELUS Digital and Zeta each announced AI products at a different layer of the stack. Nvidia's checked SEC figures show its costs roughly doubling for two years. Several themes in the brief could not be verified, and we say which.

SAP and Zeta unveiled autonomous-agent platforms in the same week that Tiny bought an authorization business for about $1.9 million. The details of that sale, and one investor's warning about maths, show where the real work sits. Several sources here have mixed accuracy records, and we flag them.

A Tecentriq approval, a 14 November FDA deadline for Summit's ivonescimab and Novocure's record quarter make this a decisive stretch for cancer medicine. Summit's SEC-verified accounts show how costly the wait has been. The AI claims behind the sector's next leap come from a source our checks rate poorly.

SEC filings show Micron's capital spending rose from $8.4 billion to $15.9 billion in a year, and its cash pile has grown sharply. Alliances, custom chips and optical links are forming around the same memory and data-movement bottleneck. The Wall Street bullishness comes from a source with a weak accuracy record.

Cancer medicine is changing on three fronts at once: next-generation drugs nearing decisions, AI-designed medicines, and a take-private of a care provider. Summit Therapeutics' audited filings show what one pivotal bet has cost: $1.08 billion lost in FY2025 with no revenue.

SEC-filed numbers show Micron nearly doubled its capital spending in fiscal 2025 and now holds about $25 billion in cash. Around it, chipmakers are locking in supply and merging. Several of the sources behind those deals have mixed accuracy records, and we show that below.

A cluster of cancer-drug milestones lands this autumn. One, a Phase 3 myeloma readout, has already reported a 51% cut in progression risk. Two more are dated: ESMO on Oct 24 and an FDA decision on Nov 14. We checked Merck's SEC-filed figures and weighed how reliable each source is.

Two dated events will test oncology's new tools within weeks: Merck and Moderna's personalized mRNA vaccine data at ESMO on Oct. 24, and the FDA decision on Summit's ivonescimab on Nov. 14. We checked Merck's SEC-filed numbers and flag where the sources are weak.

SEC-filed figures show Micron's capital spending roughly doubled in fiscal 2025 and its cash pile has since more than doubled in a year. Analysts back the AI-infrastructure names while flagging a 171x sales multiple at D-Wave and a split consumer. We also show how reliable each source is.

SEC filings show Micron's capital spending nearly doubled in fiscal 2025 and its cash pile has grown to about $25 billion. Analysts expect the AI chip shortage to last 12 to 18 months. We checked the numbers against filings and flagged where the analyst claims rest on weaker sources.

A survey reported by MIT Technology Review finds every respondent plans to use agentic AI within two years, yet AI reaches only part of company data. Money is moving to governance and data plumbing. We checked the figures, and the survey piece itself scores poorly on source reliability.

Several well-known companies announced new chief executives or CEO searches between July and early October 2026. Via News checked each against its source. The handoffs are mostly orderly, but one departure was abrupt, one company is still searching, and the sources' accuracy records vary widely.

Meta's new enterprise platform will be led by MongoDB's departing CEO, while small AI-native startups raise funding. Investors say back-office finance software is next, but one of them warns AI is bad at maths. We flag which sources are weaker and which parts of the story our evidence cannot yet support.