Shared news report

What are today's most important technology and world news stories?

October 12, 2026

Research Report

Question: You are compiling a current-news digest. Freshness and attribution are the whole job — a digest of stale or unsourced items is worse than none.

The request may name categories (e.g. World, Business, Technology, Markets, Politics, Science, Health, Sports) and/or a region. Cover exactly those; if none are named, lead with the most consequential stories across the major categories.

Work the request by:

  1. Pulling from a spread of credible outlets, not one. Cross-outlet agreement is what separates a developing story from a single outlet's claim. Reuters, AP, and primary sources (official statements, filings) anchor; partisan or aggregator sites are corroboration at best.
  2. Filtering hard on recency. Prefer the last 24–72 hours; state each item's publication date and drop anything you cannot date.
  3. Deduplicating across outlets — the same event under five headlines is one item, not five. Load them with data_query and group by event.
  4. Separating what happened from what is claimed or predicted, and naming the outlet for every item.

Report, grouped by category: a tight list of items, each with a one-line summary, the date, and the source link. Note where outlets disagree on the facts. Keep it scannable — this is a digest, not an essay.

Rules that apply throughout:

REQUEST: What are today's most important technology and world news stories?

Date: 2026-10-12T17:27:49.289073282+00:00

Coverage window: 2026-10-12 – 2026-10-12

Rounds: 1

Status: PARTIAL

Objective check — 4 of 5 criteria met

The run produced work, but the objective below is not fully achieved. Each unmet criterion names what is still outstanding.

Evidence: 83 claims · 75 sourced · 1 partial · 1 unsupported · 4 self-reported (no independent source) · 1 single-source

Executive Summary

As of 2026-10-12, the two best-anchored stories of the day are, in technology, Microsoft's announcement of its next-generation custom AI chip (Maia 300) and a plan to deploy potentially more than a million of its own AI chips next year (Reuters, CNBC, Microsoft primary) and, in world news, the Houthi missile campaign against Saudi Arabia — with Riyadh's King Khalid International Airport still shut on Monday (Reuters, CNBC, NYT).

The day's most widely corroborated technology story is the cyberattack that drove temperatures at several hundred French supermarkets' refrigeration units to 50 °C (122 °F), causing fires and millions of euros in food losses (Reuters, BBC, BleepingComputer, Politico EU, AFP via BSS).

Three factual disputes matter today, and are flagged below rather than smoothed over: the Riyadh strike death toll (12 vs 13), the Intermarché attack's scope ("150 stores" in Reuters' headline vs "several hundred" in its own body), and the Xandr fine's dollar/euro equivalents ($9.61M vs €8.5M vs €8.6M).


Technology

ItemOne-line summaryDateSource
Microsoft Maia 300 / 1M chipsMicrosoft announced its next-gen custom AI chip and said it plans to deploy potentially more than a million of its own AI chips next year; Azure Maia 200 is in production, Maia 300 due 2027; mainly aimed at inference2026-10-12Reuters · CNBC · Microsoft (primary)
French supermarket fridge hackAttackers remotely drove refrigeration temperatures up to 50 °C, causing fires and food losses across French supermarkets; the Paris prosecutor's office called it a "large-scale" attack; BleepingComputer reports the Danfoss controllers were targeted2026-10-12Reuters · BBC · Politico EU · AFP via BSS
Norway fines Microsoft's XandrNorway's Datatilsynet fined Xandr NOK 92 million — its highest-ever — for relaying Grindr users' sensitive data (including sexual-orientation data) to advertisers without a legal basis2026-10-12Datatilsynet (primary) · Reuters · noyb
AMD "Helion" racksAMD unveiled a rack-scale blueprint for agentic AI at OCP — up to 32,768 Zen 6 CPU cores, up to 16 Instinct MI350P GPUs, up to 102 Tbps networking; partner configs due November, spec contributed to OCP2026-10-12The Register · DatacenterDynamics
NVIDIA opens Vera Rubin to OCPNVIDIA opened its Vera Rubin rack/tray designs to OCP and pushed MGX 1.2 (liquid cooling) plus Spectrum-XGS scale-across networking; Tech Times cites 4.8x token throughput for Vera Rubin NVL722026-10-12DatacenterDynamics · Tech Times
OCP Global Summit opensThe 2026 OCP Global Summit runs Oct 12–15 in San Jose under the theme "Scaling Innovation for the AI Era"2026-10-12Open Compute Project (primary) · NVIDIA
IonQ to buy ElisityQuantum firm IonQ will acquire cybersecurity firm Elisity in an all-stock deal valued at up to $1.3 billion, including up to $150M in earn-outs; close expected Q4 20262026-10-12Reuters
MIT sues Amazon over AWS patentsMIT sued Amazon in Boston federal court, alleging AWS data-security technology infringes two MIT patents. Reuters only; the complaint and docket were not retrieved — details unverified2026-10-12Reuters
UK AI Security Institute gets model accessUK AI Minister Kanishka Narayan said Britain's AI Security Institute has access to the latest frontier models and is working with the US government and developers including Google on safety testing. No verified in-window source for the "reversing Trump policy" framing2026-10-12Reuters
Microsoft: AI less regulated than milkMicrosoft's president said AI faces less oversight than milk, in a warning on AI safety2026-10-12Reuters
CPU price-hike wave (claimed)Reported, not a primary disclosure: Intel up to +20% (Panther Lake +15–20%), Qualcomm ~+10% on Snapdragon X/X2 Elite from October, AMD "may join"; analysts forecast TSMC 2027 increases of 5–10% (advanced nodes), 10–15% (packaging)2026-10-12TrendForce
AI data-center buildout clusterNebius–Volt LOI for Rotterdam "AI Gigafactory"; SoftBank eyeing a Borneo project; US DOE funds 12 projects under the Genesis Mission with AWS and Crusoe compute; Oxide Computer raises $445M Series D; Oratomic raises $775M; Quanfluence raises $10M; Serverfarm tops out 108 MW Arkansas building; Princeton Digital Group sells five Indonesian data centers to SM+2026-10-12DatacenterDynamics (headline-level per item, item, item)
Chip-smuggling guilty pleaSupermicro contractor Ting-Wei "Willy" Sun pleaded guilty to four counts tied to Nvidia chip-smuggling charges (export-control conspiracy, smuggling, fraud, obstruction). Single outlet; no DOJ record reached2026-10-12DatacenterDynamics
Data-center backlash hits US politicsEscalating local opposition and threats to data centers are becoming a US midterm issue2026-10-12Stateline · CNN
UK whistleblower rewards (proposed)Reuters headline: UK proposes rewards for whistleblowers who report economic crimes. Headline-level only; no Home Office/Treasury document retrieved2026-10-12Reuters

Where tech outlets disagree

Disputed pointPositions
Intermarché attack scopeReuters headline says "150 stores", its own body says "several hundred"; AFP names Intermarché and Coopérative U, cybersecuritynews.com adds E.Leclerc and Système U, Radio France says 200–300 Intermarché stores. Not settled.
Xandr fine conversionReuters $9.61M; noyb €8.5M; ppc.land €8.6M. The underlying NOK 92M is not in dispute.
AMD Helion scopeDatacenterDynamics headlines a "CPU-only" rack (its own body contradicts the headline); The Register describes both CPU-only and mixed CPU/GPU configs. The Register is more internally consistent.
OCP attendanceTech Times says 7,000–9,000 (sold out); exhibitor/directory pages say 10,000+ and 11,000+. Promotional numbers, unreconciled.

World

ItemOne-line summaryDateSource
Saudi Arabia under renewed Houthi fire; Riyadh airport shutSaudi Arabia said Monday it was still intercepting drones and missiles after Houthi strikes on civilian infrastructure including King Khalid International Airport; the aviation authority extended the suspension of operations. Australia, NZ, UK, US, Canada, France, Germany and Japan issued travel advisories. Houthis claimed responsibility2026-10-12Reuters · CNBC · NYT
Ukraine: Russian strikes vs Trump's "energy ceasefire"; EU sanctionsZelenskyy said Russia hit at least six energy facilities Monday, showing Moscow has no interest in the energy ceasefire Trump announced; the EU adopted a record expansion of Russia sanctions — CNBC reports nearly 1,600 new listings, the largest since the war began, with Kaja Kallas warning it is "not the time to ease pressure"2026-10-12Reuters · CNBC · Guardian live
Deadly overnight strikes in northeastern UkraineStrikes killed at least 3 and injured 37, hitting the Kharkivsʹka Tets 5 power plant and blacking out Izyum; a separate strike killed three including a 13-year-old girl near Kramatorsk, with Donetsk authorities alleging cluster munitions2026-10-12UPI · Guardian live
North Korea fires ballistic missilesThe North fired several ballistic missiles from the Pyongyang area toward the East Sea at ~9:20 a.m. KST (0020 GMT); some flew more than 559 miles. Reuters calls it Pyongyang's fourth launch in a month, days after Seoul's hypersonic test; Japan Times says at least two fell outside Japan's EEZ2026-10-12Reuters · Al Jazeera · Japan Times · UPI
Strait of Hormuz standoff unresolvedIran's SNSC secretary Mohsen Rezaei called the US response to Iran's seven conditions "insufficient"; the Foreign Ministry said Tehran is still reviewing it and will reply via intermediaries. Trump said Sunday the US "may" join Saudi retaliation — intent, not action2026-10-12Just Security · Rappler (Reuters wire) · CNBC
Hurricane Simon hits Mexico's Pacific coastCategory 3, 115 mph / 185 kph, ~50 miles WSW of Cabo Corrientes at 5 a.m. local; floods and evacuations in Jalisco and Colima2026-10-12Reuters via US News (NHC is the cited primary)
Paris's oldest covered market destroyedA fire destroyed the Marché des Enfants Rouges (est. 1615) in the early hours; Central Paris mayor Ariel Weil said it was "totally destroyed"; cause unknown2026-10-12Reuters · Le Monde · France 24 · Guardian
IMF: AI capex holds growth near 3%, but labor markets face a "slow-moving tsunami"Managing Director Kristalina Georgieva, at the IMF/World Bank Annual Meetings in Bangkok, said AI-infrastructure investment keeps global growth around 3%, with major Asia benefits — and a coming labor-market shock2026-10-12Reuters
US agents search Rep. Ilhan Omar's homeFederal agents searched the congresswoman's Washington home; Omar called it an attempt to target political enemies; a DOJ confirmation of a court-authorized search is reported. Reuters credits Fox News for the initial report2026-10-12AFP via Yahoo · BBC via Yahoo
UK: RAF Fairford plot attributed to IranUK PM Andy Burnham said the plot against the US-used base was "highly likely" coordinated in Iran and almost certainly directed by the IRGC; five British men were arrested nearby. A government claim, not an established fact2026-10-12Reuters via Yahoo · AFP via Yahoo
China sanctions Paraguay and Belize ministers over Taiwan tiesBeijing sanctioned Paraguay's communications minister and Belize's foreign minister over their countries' Taiwan ties; Taipei condemned2026-10-12Reuters
Pope Leo to undergo lung surgeryPope Leo will be hospitalised Tuesday to remove a lung nodule; he kept a normal schedule beforehand2026-10-12Reuters
Germany's labour minister resignsThe labour minister resigned after his stepdaughter's death, hitting the coalition2026-10-12Reuters
Greenland lawmakers signal support for a Trump security dealGreenland's parliament signalled backing for a security agreement with the US2026-10-12Reuters
Turkey to ratify the "Mecca" defence pactErdoğan said Turkey will send the Pakistan–Saudi Arabia–Turkey defence pact to parliament for ratification2026-10-12Reuters
Pakistan declares emergency in Khyber PakhtunkhwaThe president declared a state of emergency and suspended Imran Khan's PTI-led provincial government. Single outlet; not cross-verified2026-10-12Straits Times
60 countries oppose strait tollsSixty countries backed a declaration opposing tolls through straits used for international navigation2026-10-12Reuters
Delhi braces for voter-list protestDelhi shut metro stations and restricted traffic ahead of a new protest against electoral-roll changes2026-10-12Reuters
Philippine lower house passes minors' social media billThe lower house approved a bill restricting minors' social-media access. Bill details/status unverified2026-10-12Reuters
Israel: teen killed by likely unexploded ordnanceA 14-year-old boy was killed and 24 injured by what is likely unexploded ordnance on a school hike near the Lebanon border. Single outlet2026-10-12Reuters
Brussels climate marchTens of thousands marched demanding stronger action ahead of COP31 in Antalya. The march itself was 2026-10-11; only the report is in-window2026-10-12Euronews
Other single-source Reuters World itemsMorocco's navy entered Spanish waters off Ceuta uninvited during the July migrant crisis (PM Sánchez); Austria's judges and prosecutors struck over staff shortages; the UK opened a public inquiry into the killing of two Jewish men in a synagogue attack; EU eyes a COP31 deal to accelerate CO2 cuts; the EU imposed fresh Russia sanctions over occupied-territory "elections"2026-10-12Reuters: Ceuta · Reuters: Austria · Reuters: UK inquiry · Reuters: COP31 · UPI

Where world outlets disagree

Disputed pointPositions
Riyadh airport death toll (Saturday strike)CNBC reports 12 killed, 300+ injured; NYT and the Guardian explainer say at least 13. Reuters' in-window piece gives no number, saying only "deadly missile strike." Unresolved.
Trump's Ukraine "energy ceasefire"NY Post: a deal "effective immediately." Guardian: Zelenskyy said it was "news to me." Reuters, in-window: already violated. Three incompatible characterisations.
Strait of Hormuz statusBBC (Oct 2, background): exports "nearly back to pre-Iran war" levels. Reuters-cited Deutsche Bank note (Oct 12): "continuing Strait of Hormuz disruption." The strait is not verified as closed.
Houthi attribution wordingReuters: "Yemen's Iran-allied Houthis"; CNN: "Iran-backed Houthis." Same actor, different framing.

Analysis

The day is split cleanly: one software-and-networks technology story (the French refrigeration hack) is the day's most consequential tech event, because it is the rare case of cyber-physical damage at civilian scale, and it is the only tech item today corroborated by five-plus independent outlets including a national prosecutor's statement. The Microsoft Maia announcement is the day's best-sourced tech item (company primary plus two wires) but is forward-looking — the "more than a million chips next year" and "multi-gigawatt" claims are company plans, not completed events.

On the world side, the US–Iran/Yemen escalation and the collapse of Trump's declared Ukraine energy ceasefire are the two stories that moved today, and both are defined by a gap between what a principal claims and what reporting shows. In Ukraine, the EU's response — nearly 1,600 new sanctions listings per CNBC — is the harder fact. In Saudi Arabia, the dispute is narrower but sharper: credible outlets are still one death apart on the same strike four days on, and Reuters itself declines to print a figure.

The under-covered thread worth watching: AI infrastructure is being built faster than it can be defended or permitted. OCP's summit produced rack-scale plans from AMD and NVIDIA, roughly a dozen data-center financings and siting moves, an IMF endorsement of the AI capex cycle — and, on the same day, a state-backed cyberattack on industrial refrigeration, a chip-smuggling guilty plea, an OCP-scoped export-control case, and US midterm pressure against data-center siting.

Risks & Open Questions

Claims without independent support

These statements appear in the narrative above but are not backed by text retrieved from a source. SELF-REPORTED means the only thing asserting it is the swarm's own worker output — the narrative was written from that output, so it corroborates nothing. Treat all of these as unverified.

Bibliography

  1. Reuters
  2. CNBC
  3. Microsoft primary
  4. Reuters
  5. CNBC
  6. NYT
  7. Reuters
  8. BBC
  9. BleepingComputer
  10. Politico EU
  11. AFP via BSS
  12. Datatilsynet (primary)
  13. Reuters
  14. noyb
  15. The Register
  16. DatacenterDynamics
  17. Tech Times
  18. DatacenterDynamics
  19. Open Compute Project (primary)
  20. NVIDIA
  21. Reuters
  22. Reuters
  23. Reuters
  24. Reuters
  25. TrendForce
  26. DatacenterDynamics
  27. item
  28. item
  29. item
  30. DatacenterDynamics
  31. Stateline
  32. CNN
  33. Reuters
  34. cybersecuritynews.com
  35. Radio France
  36. ppc.land
  37. Reuters
  38. CNBC
  39. Guardian live
  40. UPI
  41. Reuters
  42. Al Jazeera
  43. Japan Times
  44. UPI
  45. Just Security
  46. Rappler (Reuters wire)
  47. Reuters via US News
  48. Reuters
  49. Le Monde
  50. France 24
  51. Guardian
  52. Reuters
  53. AFP via Yahoo
  54. BBC via Yahoo
  55. Reuters via Yahoo
  56. AFP via Yahoo
  57. Reuters
  58. Reuters
  59. Reuters
  60. Reuters
  61. Reuters
  62. Straits Times
  63. Reuters
  64. Reuters
  65. Reuters
  66. Reuters
  67. Euronews
  68. Reuters: Ceuta
  69. Reuters: Austria
  70. Reuters: UK inquiry
  71. Reuters: COP31
  72. Guardian explainer
  73. NY Post
  74. Guardian
  75. BBC
  76. Reuters-cited Deutsche Bank note

Detailed Findings

Round 0 · Finding 1

Tech & World Digest — 2026-10-12

Scope note: Window = 2026-10-12 only. Items dated 2026-10-11 or earlier (e.g., Yandex data-centre drone strike, 10-11; Anthropic "rogue model" false police tip, 10-09; Meta/TikTok/X v. UK watchdog, 10-05) are excluded as out-of-window. Everything below carries a visible publication date and URL. Where a claim rests on one outlet only, it is labeled.


TECHNOLOGY — regulatory, legal, antitrust, cybersecurity

1. Norway's data-protection regulator fines Microsoft's Xandr over Grindr data

Date: 2026-10-12. Established (primary source). Norway's Datatilsynet fined Microsoft-owned adtech unit Xandr NOK 92 million for relaying Grindr users' sensitive data (including data revealing sexual orientation) to advertisers without a legal basis. The regulator says it is its highest-ever fine.

⚠️ Outlets disagree on the figure: Reuters reports $9.61M, noyb reports €8.5M, and ppc.land reports €8.6M (https://ppc.land/norway-fines-microsofts-xandr-nok-92m-over-grindr-users-sensitive-data/) — a currency-conversion discrepancy, not a dispute over the NOK 92M core. Confidence: high on the fine and NOK 92M; medium on the USD/EUR equivalents.

…(truncated — the summary above captures the substance)

Round 0 · Finding 2

World Conflict & Security Digest — 2026-10-12

Scope note: This digest covers the World conflict/security lane requested. All in-window items below are dated Mon 12 Oct 2026 on pages I actually fetched. Where a page's date fell outside the window, it is labelled BACKGROUND ONLY. One corroborating outlet (AP) and one (CNN) could not be fully retrieved before my retrieval budget closed; those are listed under "Unconfirmed / gaps," not treated as established.


WORLD — Conflict & Security (in-window: 2026-10-12)

1. Saudi Arabia says it is still fending off Houthi drone/missile attacks; Riyadh airport stays shut — Oct 12 Saudi Arabia said Monday it was continuing to intercept drones and missiles after Houthi strikes on civilian infrastructure, including King Khalid International Airport in Riyadh; the Saudi aviation authority extended the suspension of operations there, and Australia, New Zealand, the U.K., U.S., Canada, France, Germany and Japan issued travel advisories. Houthis claimed responsibility. (CNBC, "Saudi Arabia says drones and missiles still targeting kingdom…", Published Mon, Oct 12 2026 6:48 AM EDT — https://www.cnbc.com/2026/10/12/us-iran-war-trump-hormuz-saudi.html) Corroboration: NYT reported the Saudi-led coalition was "fending off drones and cruise missiles fired toward Saudi Arabia on Monday," with no immediate confirmation of interception. (NYT, Oct. 12, 2026, updated 11:44 a.m. ET — https://www.nytimes.com/2026/10/12/world/middleeast/iran-houthis-saudi-arabia.html)

2. Strait of Hormuz standoff unresolved — Iran "still reviewing" U.S. response — Oct 12 Iranian Foreign Ministry spokesperson Esmail Baghaei said Monday that Iran was still reviewing a U.S. response to its proposal for reopening the Strait of Hormuz and would reply through intermediaries (CNBC, Oct 12 — same URL as above, attributing to Reuters). Claim, not outcome: U.S. President Donald Trump said Sunday the U.S. "may" join Saudi retaliation against the Houthis — a statement of intent, not an action (CNBC, Oct 12). BACKGROUND ONLY (outside window): Al Jazeera's Hormuz escalation report is dated Published 11 Oct 2026 and is used here only for context on the US–Israel war on Iran (day 227), the US naval blockade and tanker attacks — https://www.aljazeera.com/news/2026/10/11/hormuz-attacks-intensify-as-efforts-to-end-war-on-iran-stall

…(truncated — the summary above captures the substance)

Round 0 · Finding 3

Hardware, Semiconductor & Infrastructure Tech — In-Window Digest for 2026-10-12

Window: 2026-10-12 only. Method: organic web search + direct page fetches; each item's date was read from the fetched page (JSON-LD datePublished or on-page byline). Items whose date I could not see on the page are quarantined under "Background / not in-window."

Note on sourcing strength: The strongest corroboration today is the OCP Global Summit cluster (two-plus independent outlets each). Several data-center items below are dated 12 Oct 2026 on DatacenterDynamics' news index but I only reached the headline + date + URL, not the article body — those are flagged [headline-level] and should not be treated as fully verified.


1. Semiconductors & Chip Design

…(truncated — the summary above captures the substance)

Round 0 · Finding 4

News Digest — Monday, 2026-10-12 (Technology & World)

Window: items below are dated 2026-10-12. Anything dated earlier is explicitly marked BACKGROUND and is not offered as an in-window fact. Every figure printed here was read from a retrieved page; nothing is computed or recalled.


1. Executive Summary


2. Where credible outlets disagree on the same story (the core question)

…(truncated — the summary above captures the substance)

Round 0 · Finding 5

News Digest — Monday, 2026-10-12

Window: items published/updated 2026-10-12 (2026-10-12..2026-10-12). Each item below carries its outlet and publication date. Where a page's own timestamp is not inside the window, I say so and label it BACKGROUND. I flag explicitly where outlets disagree and where I could not verify.


TECHNOLOGY

1. Microsoft unveils next-gen custom AI chip (Maia 300) and says it will deploy more than a million of its own AI chips next year — established across three outlets + the primary source. Reuters reports (published 2026-10-12 13:01 UTC, updated 15:06 UTC) that Microsoft "announced the next generation of its custom AI chip on Monday and said it plans to deploy potentially more than a million of them next year to back its internal AI services." https://www.reuters.com/business/microsoft-plans-huge-deployment-its-own-ai-chips-with-an-eye-saving-costs-2026-10-12/ Corroborated by CNBC (2026-10-12), which frames the shift as Microsoft ramping homegrown chips after years of Nvidia reliance and says it will mainly use the Maia chips for AI inference: https://www.cnbc.com/2026/10/12/microsoft-will-mainly-use-its-maia-chips-for-ai-inference.html Primary source: Microsoft's own blog post (2026-10-12), "Microsoft to expand Azure Maia system to multi-gigawatt deployments," states Azure Maia 200 is now in production and Azure Maia 300 is coming in 2027: https://blogs.microsoft.com/blog/2026/10/12/microsoft-to-expand-azure-maia-system-to-multi-gigawatt-deployments/ Claim vs. fact: The chip announcement and the production status of Maia 200 are facts. "Potentially more than a million next year" and "multi-gigawatt" scaling are forward-looking company plans/claims, not completed events.

2. Flagged — single-source / unverified (do NOT treat as established):

Gap: I could not establish a second independently-corroborated, in-window technology event beyond the Microsoft chip story within my research budget. The Technology section is therefore thin; the AI-infrastructure "race" framing (AMD, Google, IonQ, Tencent) rests on one aggregator and is not reported as fact here.


WORLD

Diplomacy / sanctions

…(truncated — the summary above captures the substance)

Round 0 · Finding 6

Daily Digest — 2026-10-12 (Technology & World)

Window: items published 2026-10-12 only. Anything dated earlier is labeled BACKGROUND. Each item names its outlet and carries a publication date. Items that only one outlet carried are flagged as single-source / not cross-verified.


TECHNOLOGY

⚠️ The in-window technology field is thin and almost entirely secondary. The strongest same-day product/platform material I could reach is a set of aggregated claims from a tech-news roundup and an AI-briefing site — not company primary sources. No in-window primary press release (company newsroom / SEC filing) dated 2026-10-12 surfaced in my searches. Treat the items below as reported claims, not established fact.

…(truncated — the summary above captures the substance)

Investigation Trail

Round 0

Sources

Trace Index

Tool-call traces are persisted under /srv/swarm_web_runs/run-1791825524029-0002/news_output/traces.

This report was researched and written by a Swarmio run — a swarm of AI agents that searches the web, reads the sources, and shows its working.

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