Source posts

Cisco CEO: AI network traffic will 'triple' over the next 3 years

Cisco CEO: AI network traffic will 'triple' over the next 3 years

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{
  "actors": [
    "Cisco CEO"
  ],
  "entities": [
    "Cisco CEO",
    "AI"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [],
  "locations": [],
  "mentioned_actors": [],
  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
    "Cisco CEO"
  ],
  "reacting_actor": []
}

{
  "currencies": [],
  "dates": [
    "3 years"
  ],
  "numbers": [
    "3"
  ],
  "percentages": [],
  "times": []
}

{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
  "event_action_signature": "",
  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
  "event_type": "",
  "event_type_missing_reason": "no_event_type_candidate",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.00",
  "generic_event_identity_reasons": "",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "other",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-05T12:31:55.166886+00:00"
}

-

Nvidia RTX Spark Is a Revelation for Windows Creators video
Nvidia just announced the RTX Spark, a brand-new ARM-based Windows chip that could finally be the "Apple Silicon moment" PC users have been waiting for. In this video, we break down everything you need to know about this powerhouse processor. We explore what this means for AI power users, creators and gamers.

Nvidia RTX Spark Is a Revelation for Windows Creators video
Nvidia just announced the RTX Spark, a brand-new ARM-based Windows chip that could finally be the "Apple Silicon moment" PC users have been waiting for. In this video, we break down everything you need to know about this powerhouse processor. We explore what this means for AI power users, creators and gamers.

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{
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}

{
  "action_missing_reason": "",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "political_announcement",
  "candidate_event_subtype": "political_announcement",
  "candidate_event_type": "political_announcement",
  "event_action_signature": "political_announcement",
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  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "diplomatic_statement",
  "post_semantic_subtype_confidence": "0.86",
  "post_semantic_subtype_reasons": "diplomatic_marker",
  "post_type": "summary",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "diplomatic_statement",
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  "updated_at": "2026-06-05T12:31:55.097115+00:00"
}

-

Belkin's Pricey New Battery Grip Makes My Switch 2 Feel Like a Steam Deck
The $100 accessory includes a snap-on battery and large grips, but it makes the Switch 2 a bulky boy.

Belkin's Pricey New Battery Grip Makes My Switch 2 Feel Like a Steam Deck
The $100 accessory includes a snap-on battery and large grips, but it makes the Switch 2 a bulky boy.

{
  "connector": "telegram",
  "connector_metadata": {
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    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244380,
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}

-

Siri's Google Brain: What to Expect at WWDC 2026 video
Apple's Worldwide Developers Conference is days away. Here's what the iPhone Ultra rumors, Apple's track record and Siri's new Google powers tell us about what to expect.

Siri's Google Brain: What to Expect at WWDC 2026 video
Apple's Worldwide Developers Conference is days away. Here's what the iPhone Ultra rumors, Apple's track record and Siri's new Google powers tell us about what to expect.

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-

I Took 200 Photos With the Motorola Razr Ultra and Here's What I Learned
The 2026 Razr Ultra has the same cameras as the 2025 version. But there's a new LOFIC image sensor on the main camera, which I tested around San Francisco.

I Took 200 Photos With the Motorola Razr Ultra and Here's What I Learned
The 2026 Razr Ultra has the same cameras as the 2025 version. But there's a new LOFIC image sensor on the main camera, which I tested around San Francisco.

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-

The New Razr Ultra Is the Best Flip Phone I've Tested, but You Shouldn't Buy It
Motorola's new Ultra is a lot like last year's model but its $1,500 price is $200 more. It's not the slam dunk that it should be, even though I like it.

The New Razr Ultra Is the Best Flip Phone I've Tested, but You Shouldn't Buy It
Motorola's new Ultra is a lot like last year's model but its $1,500 price is $200 more. It's not the slam dunk that it should be, even though I like it.

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-

48 Hours With the Oura Ring 5: The New Gold Standard
I knew the minute I put it on my finger that the sleek new ring was going to be a game changer. And that's before any of the health tracking.

48 Hours With the Oura Ring 5: The New Gold Standard
I knew the minute I put it on my finger that the sleek new ring was going to be a game changer. And that's before any of the health tracking.

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{
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  "dates": [
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  "numbers": [
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  "percentages": [],
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{
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  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
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  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
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  "promotional_suffix_removed": "false",
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  "updated_at": "2026-06-04T15:56:56.384528+00:00"
}

-

Motorola's $1,500 Razr Ultra Looks Swanky in Alcantara
The 2026 Razr Ultra is available in a Pantone orient blue color and with an Alcantara back. And it is gorgeous.

Motorola's $1,500 Razr Ultra Looks Swanky in Alcantara
The 2026 Razr Ultra is available in a Pantone orient blue color and with an Alcantara back. And it is gorgeous.

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-

I Tested the Razr Ultra 2026 and Think Motorola Has Lost Its Mind video
Motorola released a new Razr Ultra, and it's a lot like last year's model, which earned a CNET Editors' Choice award. But do minimal upgrades, and a $200 price hike make the 2026 Razr Ultra a worthy buy? We tested it to find out.

I Tested the Razr Ultra 2026 and Think Motorola Has Lost Its Mind video
Motorola released a new Razr Ultra, and it's a lot like last year's model, which earned a CNET Editors' Choice award. But do minimal upgrades, and a $200 price hike make the 2026 Razr Ultra a worthy buy? We tested it to find out.

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-

WWDC Will Be Tim Cook's Swan Song. I Expect Something Siri-ous
Commentary: Before he bows out after an undeniably successful tenure at Apple's helm, there's one final thing Cook will want to tick off his to-do list.

WWDC Will Be Tim Cook's Swan Song. I Expect Something Siri-ous
Commentary: Before he bows out after an undeniably successful tenure at Apple's helm, there's one final thing Cook will want to tick off his to-do list.

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{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
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  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
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  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
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  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-04T15:46:55.446799+00:00"
}

-

I Spoke With an AI Deepfake Hunter, and Here's What You Should Know
Loti AI CEO Luke Arrigoni breaks down the world of deepfakes -- of celebrities and beyond -- and some of it sounds a little dystopian.

I Spoke With an AI Deepfake Hunter, and Here's What You Should Know
Loti AI CEO Luke Arrigoni breaks down the world of deepfakes -- of celebrities and beyond -- and some of it sounds a little dystopian.

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{
  "actors": [
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    "What You Should Know Loti AI CEO Luke Arrigoni"
  ],
  "entities": [
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  "event_object_signatures": [],
  "event_trigger_hits": [],
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  "mentioned_actors": [
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  "primary_actors": [
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  "reacting_actor": []
}

{
  "currencies": [],
  "dates": [],
  "numbers": [],
  "percentages": [],
  "times": []
}

{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
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  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
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  "event_type_missing_reason": "no_event_type_candidate",
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  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.00",
  "generic_event_identity_reasons": "",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "other",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-04T15:46:55.261069+00:00"
}

-

Best Smart Sprinklers for 2026: Irrigation the Easy Way
We've tested smart sprinklers: Here's why you should have one, and which models proved the best.

Best Smart Sprinklers for 2026: Irrigation the Easy Way
We've tested smart sprinklers: Here's why you should have one, and which models proved the best.

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  "boilerplate_detected": "false",
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  "updated_at": "2026-06-04T15:46:55.076804+00:00"
}

-

Today's NYT Connections: Sports Edition Hints and Answers for June 4,
Here are hints and the answers for the NYT Connections: Sports Edition puzzle No. 619 for Thursday, June 4.

Today's NYT Connections: Sports Edition Hints and Answers for June 4,
Here are hints and the answers for the NYT Connections: Sports Edition puzzle No. 619 for Thursday, June 4.

{
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  "connector_metadata": {
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    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244370,
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-

Today's Wordle Hints, Answer and Help for June 4,
Here are hints and the answer for today's Wordle for June 4, No. 1,811.

Today's Wordle Hints, Answer and Help for June 4,
Here are hints and the answer for today's Wordle for June 4, No. 1,811.

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}

-

Charlie Is an AI Assistant Built to Serve You, Not Our AI Overlords
First, he invented the web. Now Tim Berners-Lee is reinventing the AI agent to work for us.

Charlie Is an AI Assistant Built to Serve You, Not Our AI Overlords
First, he invented the web. Now Tim Berners-Lee is reinventing the AI agent to work for us.

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{
  "actors": [
    "Charlie Is",
    "AI Assistant Built",
    "Serve You",
    "Not Our AI Overlords First",
    "Now Tim Berners"
  ],
  "entities": [
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    "Not Our AI Overlords\nFirst",
    "Now Tim Berners",
    "Lee",
    "AI"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
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  "event_trigger_hits": [],
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  "mentioned_actors": [
    "Serve You",
    "Not Our AI Overlords First",
    "Now Tim Berners"
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  "normalized_actors": [],
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  "primary_actors": [
    "Charlie Is",
    "AI Assistant Built"
  ],
  "reacting_actor": []
}

{
  "currencies": [],
  "dates": [],
  "numbers": [],
  "percentages": [],
  "times": []
}

{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
  "event_action_signature": "",
  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
  "event_type": "",
  "event_type_missing_reason": "no_event_type_candidate",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.00",
  "generic_event_identity_reasons": "",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "other",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-04T09:44:04.725945+00:00"
}

-

Amazon to Show AI-Generated Product Images When You Shop for Real-Life Products
The images won't show real products you can buy, but they will illustrate general terms such as "cowl neck" or "rattan."

Amazon to Show AI-Generated Product Images When You Shop for Real-Life Products
The images won't show real products you can buy, but they will illustrate general terms such as "cowl neck" or "rattan."

{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244367,
    "views": 2
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}

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{
  "actors": [
    "Show AI",
    "Generated Product Images When You Shop",
    "Life Products The"
  ],
  "entities": [
    "Amazon",
    "Show AI",
    "Generated Product Images When You Shop",
    "Real",
    "Life Products\nThe"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [],
  "locations": [],
  "mentioned_actors": [
    "Life Products The"
  ],
  "normalized_actors": [],
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  "primary_actors": [
    "Show AI",
    "Generated Product Images When You Shop"
  ],
  "reacting_actor": []
}

{
  "currencies": [],
  "dates": [],
  "numbers": [],
  "percentages": [],
  "times": []
}

{
  "action_missing_reason": "",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "sports",
  "candidate_event_subtype": "sports",
  "candidate_event_type": "sports",
  "event_action_signature": "sports",
  "event_core_signature": "",
  "event_subtype": "sports",
  "event_trigger_hits_count": "0",
  "event_type": "sports",
  "event_type_missing_reason": "",
  "feature_version": 1,
  "generic_event_action_candidate": "sports",
  "generic_event_identity_confidence": "0.72",
  "generic_event_identity_reasons": "generic_action:sports_result",
  "generic_event_type_candidate": "sports",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "sports",
  "post_semantic_subtype_confidence": "0.86",
  "post_semantic_subtype_reasons": "sports_marker",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "sports",
  "subtype_before": "sports",
  "subtype_fallback_reason": "",
  "updated_at": "2026-06-04T09:44:04.655400+00:00"
}

-

Amazon Ring Sued for Facial Recognition Technology: Here's Why It May Violate Privacy Laws
Ring's face-detecting AI is problematic, but it's far from the only security brand to use it.

Amazon Ring Sued for Facial Recognition Technology: Here's Why It May Violate Privacy Laws
Ring's face-detecting AI is problematic, but it's far from the only security brand to use it.

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    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244366,
    "views": 2
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{
  "actors": [
    "Amazon Ring Sued",
    "Facial Recognition Technology",
    "Why It May Violate Privacy Laws Ring"
  ],
  "entities": [
    "Amazon Ring Sued",
    "Facial Recognition Technology",
    "Here",
    "Why It May Violate Privacy Laws\nRing",
    "AI"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [],
  "locations": [],
  "mentioned_actors": [
    "Why It May Violate Privacy Laws Ring"
  ],
  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
    "Amazon Ring Sued",
    "Facial Recognition Technology"
  ],
  "reacting_actor": []
}

{
  "currencies": [],
  "dates": [],
  "numbers": [],
  "percentages": [],
  "times": []
}

{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
  "event_action_signature": "",
  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
  "event_type": "",
  "event_type_missing_reason": "no_event_type_candidate",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.00",
  "generic_event_identity_reasons": "",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "other",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-04T09:44:04.582087+00:00"
}

-

gpg: qubes-secpack/keys/security-team/retired: read error: Is a directory
gpg: no valid OpenPGP data found.
gpg: key 4AC18DE1112E1490: public key "Simon Gaiser (Qubes Security Pack signing key)" imported
gpg: Total number processed: 17
gpg: imported: 16
gpg: unchanged: 1
gpg: marginals needed: 3 completes needed: 1 trust model: pgp
gpg: depth: 0 valid: 1 signed: 6 trust: 0-, 0q, 0n, 0m, 0f, 1u
gpg: depth: 1 valid: 6 signed: 0 trust: 6-, 0q, 0n, 0m, 0f, 0u
Verify signed Git tags.
$ cd qubes-secpack/
$ git tag -v `git describe`
object 266e14a6fae57c9a91362c9ac784d3a891f4d351
type commit
tag marmarek_sec_266e14a6
tagger Marek Marczykowski-Górecki 1677757924 +0100
Tag for commit 266e14a6fae57c9a91362c9ac784d3a891f4d351
gpg: Signature made Thu 02 Mar 2023 03:52:04 AM PST
gpg: using RSA key 2D1771FE4D767EDC76B089FAD655A4F21830E06A
gpg: Good signature from "Marek Marczykowski-Górecki (Qubes security pack)" [full]
The exact output will differ, but the final line should always start with gpg: Good signature from... followed by an appropriate key. The [full] indicates full trust, which this key inherits in virtue of being validly signed by the QMSK.
Verify PGP signatures, e.g.:
$ cd QSBs/
$ gpg --verify qsb-087-2022.txt.sig.marmarek qsb-087-2022.txt
gpg: Signature made Wed 23 Nov 2022 04:05:51 AM PST
gpg: using RSA key 2D1771FE4D767EDC76B089FAD655A4F21830E06A
gpg: Good signature from "Marek Marczykowski-Górecki (Qubes security pack)" [full]
$ gpg --verify qsb-087-2022.txt.sig.simon qsb-087-2022.txt
gpg: Signature made Wed 23 Nov 2022 03:50:42 AM PST
gpg: using RSA key EA18E7F040C41DDAEFE9AA0F4AC18DE1112E1490
gpg: Good signature from "Simon Gaiser (Qubes Security Pack signing key)" [full]
$ cd ../canaries/
$ gpg --verify canary-034-2023.txt.sig.marmarek canary-034-2023.txt
gpg: Signature made Thu 02 Mar 2023 03:51:48 AM PST
gpg: using RSA key 2D1771FE4D767EDC76B089FAD655A4F21830E06A
gpg: Good signature from "Marek Marczykowski-Górecki (Qubes security pack)" [full]
$ gpg --verify canary-034-2023.txt.sig.simon canary-034-2023.txt
gpg: Signature made Thu 02 Mar 2023 01:47:52 AM PST
gpg: using RSA key EA18E7F040C41DDAEFE9AA0F4AC18DE1112E1490
gpg: Good signature from "Simon Gaiser (Qubes Security Pack signing key)" [full]
Again, the exact output will differ, but the final line of output from each gpg --verify command should always start with gpg: Good signature from... followed by an appropriate key.
For this announcement (Qubes Canary 047), the commands are:
$ gpg --verify canary-047-2026.txt.sig.marmarek canary-047-2026.txt
$ gpg --verify canary-047-2026.txt.sig.simon canary-047-2026.txt
You can also verify the signatures directly from this announcement in addition to or instead of verifying the files from the qubes-secpack. Simply copy and paste the Qubes Canary 047 text into a plain text file and do the same for both signature files. Then, perform the same authentication steps as listed above, substituting the filenames above with the names of the files you just created.

gpg: qubes-secpack/keys/security-team/retired: read error: Is a directory
gpg: no valid OpenPGP data found.
gpg: key 4AC18DE1112E1490: public key "Simon Gaiser (Qubes Security Pack signing key)" imported
gpg: Total number processed: 17
gpg: imported: 16
gpg: unchanged: 1
gpg: marginals needed: 3 completes needed: 1 trust model: pgp
gpg: depth: 0 valid: 1 signed: 6 trust: 0-, 0q, 0n, 0m, 0f, 1u
gpg: depth: 1 valid: 6 signed: 0 trust: 6-, 0q, 0n, 0m, 0f, 0u
Verify signed Git tags.
$ cd qubes-secpack/
$ git tag -v `git describe`
object 266e14a6fae57c9a91362c9ac784d3a891f4d351
type commit
tag marmarek_sec_266e14a6
tagger Marek Marczykowski-Górecki 1677757924 +0100
Tag for commit 266e14a6fae57c9a91362c9ac784d3a891f4d351
gpg: Signature made Thu 02 Mar 2023 03:52:04 AM PST
gpg: using RSA key 2D1771FE4D767EDC76B089FAD655A4F21830E06A
gpg: Good signature from "Marek Marczykowski-Górecki (Qubes security pack)" [full]
The exact output will differ, but the final line should always start with gpg: Good signature from... followed by an appropriate key. The [full] indicates full trust, which this key inherits in virtue of being validly signed by the QMSK.
Verify PGP signatures, e.g.:
$ cd QSBs/
$ gpg --verify qsb-087-2022.txt.sig.marmarek qsb-087-2022.txt
gpg: Signature made Wed 23 Nov 2022 04:05:51 AM PST
gpg: using RSA key 2D1771FE4D767EDC76B089FAD655A4F21830E06A
gpg: Good signature from "Marek Marczykowski-Górecki (Qubes security pack)" [full]
$ gpg --verify qsb-087-2022.txt.sig.simon qsb-087-2022.txt
gpg: Signature made Wed 23 Nov 2022 03:50:42 AM PST
gpg: using RSA key EA18E7F040C41DDAEFE9AA0F4AC18DE1112E1490
gpg: Good signature from "Simon Gaiser (Qubes Security Pack signing key)" [full]
$ cd ../canaries/
$ gpg --verify canary-034-2023.txt.sig.marmarek canary-034-2023.txt
gpg: Signature made Thu 02 Mar 2023 03:51:48 AM PST
gpg: using RSA key 2D1771FE4D767EDC76B089FAD655A4F21830E06A
gpg: Good signature from "Marek Marczykowski-Górecki (Qubes security pack)" [full]
$ gpg --verify canary-034-2023.txt.sig.simon canary-034-2023.txt
gpg: Signature made Thu 02 Mar 2023 01:47:52 AM PST
gpg: using RSA key EA18E7F040C41DDAEFE9AA0F4AC18DE1112E1490
gpg: Good signature from "Simon Gaiser (Qubes Security Pack signing key)" [full]
Again, the exact output will differ, but the final line of output from each gpg --verify command should always start with gpg: Good signature from... followed by an appropriate key.
For this announcement (Qubes Canary 047), the commands are:
$ gpg --verify canary-047-2026.txt.sig.marmarek canary-047-2026.txt
$ gpg --verify canary-047-2026.txt.sig.simon canary-047-2026.txt
You can also verify the signatures directly from this announcement in addition to or instead of verifying the files from the qubes-secpack. Simply copy and paste the Qubes Canary 047 text into a plain text file and do the same for both signature files. Then, perform the same authentication steps as listed above, substituting the filenames above with the names of the files you just created.

{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244365,
    "views": 1
  }
}

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]

{
  "actors": [
    "Simon Gaiser",
    "Qubes Security Pack",
    "Marek Marczykowski",
    "AM PST",
    "Verify PGP",
    "Qubes Canary"
  ],
  "entities": [
    "Is",
    "OpenPGP",
    "Simon Gaiser",
    "Qubes Security Pack",
    "Total",
    "Verify",
    "Git",
    "Marek Marczykowski",
    "Tag",
    "Signature",
    "Thu",
    "Mar",
    "AM PST",
    "RSA",
    "Good",
    "Qubes",
    "The",
    "QMSK",
    "Verify PGP",
    "QSBs",
    "Wed",
    "Nov",
    "Again",
    "For",
    "Qubes Canary",
    "You",
    "Simply",
    "Then"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [],
  "locations": [],
  "mentioned_actors": [
    "Qubes Security Pack",
    "Marek Marczykowski",
    "AM PST",
    "Verify PGP",
    "Qubes Canary"
  ],
  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
    "Simon Gaiser"
  ],
  "reacting_actor": []
}

{
  "currencies": [],
  "dates": [
    "17\ngpg",
    "16\ngpg",
    "1\ngpg",
    "3 completes",
    "1 trust",
    "0 valid",
    "1 signed",
    "6 trust",
    "1 valid",
    "6 signed",
    "0 trust",
    "02 Mar 2023",
    "04 AM",
    "23 Nov 2022",
    "51 AM",
    "42 AM",
    "48 AM",
    "52 AM"
  ],
  "numbers": [
    "17",
    "16",
    "1",
    "3",
    "0",
    "6",
    "1677757924",
    "0100",
    "02",
    "2023",
    "03",
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  ],
  "percentages": [],
  "times": [
    "03:52",
    "04:05",
    "03:50",
    "03:51",
    "01:47"
  ]
}

{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
  "event_action_signature": "",
  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
  "event_type": "",
  "event_type_missing_reason": "no_event_type_candidate",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.00",
  "generic_event_identity_reasons": "",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "analysis",
  "post_semantic_subtype_confidence": "0.82",
  "post_semantic_subtype_reasons": "analysis_marker:summary",
  "post_type": "summary",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "analysis",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "",
  "updated_at": "2026-06-04T09:44:04.343838+00:00"
}

-

Tip: After you have authenticated the QMSK out-of-band to your satisfaction, record the QMSK fingerprint in a safe place (or several) so that you don’t have to repeat this step in the future.
Once you are satisfied that you have the genuine QMSK, set its trust level to 5 (“ultimate”), then quit GnuPG with q.
gpg> trust
pub rsa4096/DDFA1A3E36879494
created: 2010-04-01 expires: never usage: SC
trust: unknown validity: unknown
[ unknown] (1). Qubes Master Signing Key
Please decide how far you trust this user to correctly verify other users' keys
(by looking at passports, checking fingerprints from different sources, etc.)
1 = I don't know or won't say
2 = I do NOT trust
3 = I trust marginally
4 = I trust fully
5 = I trust ultimately
m = back to the main menu
Your decision? 5
Do you really want to set this key to ultimate trust? (y/N) y
pub rsa4096/DDFA1A3E36879494
created: 2010-04-01 expires: never usage: SC
trust: ultimate validity: unknown
[ unknown] (1). Qubes Master Signing Key
Please note that the shown key validity is not necessarily correct
unless you restart the program.
gpg> q
Use Git to clone the qubes-secpack repo.
$ git clone
Cloning into 'qubes-secpack'...
remote: Enumerating objects: 4065, done.
remote: Counting objects: 100% (1474/1474), done.
remote: Compressing objects: 100% (742/742), done.
remote: Total 4065 (delta 743), reused 1413 (delta 731), pack-reused 2591
Receiving objects: 100% (4065/4065), 1.64 MiB | 2.53 MiB/s, done.
Resolving deltas: 100% (1910/1910), done.
Import the included PGP keys. (See our PGP key policies ( for important information about these keys.)
$ gpg --import qubes-secpack/keys/*/*
gpg: key 063938BA42CFA724: public key "Marek Marczykowski-Górecki (Qubes OS signing key)" imported
gpg: qubes-secpack/keys/core-devs/retired: read error: Is a directory
gpg: no valid OpenPGP data found.
gpg: key 8C05216CE09C093C: 1 signature not checked due to a missing key
gpg: key 8C05216CE09C093C: public key "HW42 (Qubes Signing Key)" imported
gpg: key DA0434BC706E1FCF: public key "Simon Gaiser (Qubes OS signing key)" imported
gpg: key 8CE137352A019A17: 2 signatures not checked due to missing keys
gpg: key 8CE137352A019A17: public key "Andrew David Wong (Qubes Documentation Signing Key)" imported
gpg: key AAA743B42FBC07A9: public key "Brennan Novak (Qubes Website & Documentation Signing)" imported
gpg: key B6A0BB95CA74A5C3: public key "Joanna Rutkowska (Qubes Documentation Signing Key)" imported
gpg: key F32894BE9684938A: public key "Marek Marczykowski-Górecki (Qubes Documentation Signing Key)" imported
gpg: key 6E7A27B909DAFB92: public key "Hakisho Nukama (Qubes Documentation Signing Key)" imported
gpg: key 485C7504F27D0A72: 1 signature not checked due to a missing key
gpg: key 485C7504F27D0A72: public key "Sven Semmler (Qubes Documentation Signing Key)" imported
gpg: key BB52274595B71262: public key "unman (Qubes Documentation Signing Key)" imported
gpg: key DC2F3678D272F2A8: 1 signature not checked due to a missing key
gpg: key DC2F3678D272F2A8: public key "Wojtek Porczyk (Qubes OS documentation signing key)" imported
gpg: key FD64F4F9E9720C4D: 1 signature not checked due to a missing key
gpg: key FD64F4F9E9720C4D: public key "Zrubi (Qubes Documentation Signing Key)" imported
gpg: key DDFA1A3E36879494: "Qubes Master Signing Key" not changed
gpg: key 1848792F9E2795E9: public key "Qubes OS Release 4 Signing Key" imported
gpg: qubes-secpack/keys/release-keys/retired: read error: Is a directory
gpg: no valid OpenPGP data found.
gpg: key D655A4F21830E06A: public key "Marek Marczykowski-Górecki (Qubes security pack)" imported
gpg: key ACC2602F3F48CB21: public key "Qubes OS Security Team" imported

Tip: After you have authenticated the QMSK out-of-band to your satisfaction, record the QMSK fingerprint in a safe place (or several) so that you don’t have to repeat this step in the future.
Once you are satisfied that you have the genuine QMSK, set its trust level to 5 (“ultimate”), then quit GnuPG with q.
gpg> trust
pub rsa4096/DDFA1A3E36879494
created: 2010-04-01 expires: never usage: SC
trust: unknown validity: unknown
[ unknown] (1). Qubes Master Signing Key
Please decide how far you trust this user to correctly verify other users' keys
(by looking at passports, checking fingerprints from different sources, etc.)
1 = I don't know or won't say
2 = I do NOT trust
3 = I trust marginally
4 = I trust fully
5 = I trust ultimately
m = back to the main menu
Your decision? 5
Do you really want to set this key to ultimate trust? (y/N) y
pub rsa4096/DDFA1A3E36879494
created: 2010-04-01 expires: never usage: SC
trust: ultimate validity: unknown
[ unknown] (1). Qubes Master Signing Key
Please note that the shown key validity is not necessarily correct
unless you restart the program.
gpg> q
Use Git to clone the qubes-secpack repo.
$ git clone
Cloning into 'qubes-secpack'...
remote: Enumerating objects: 4065, done.
remote: Counting objects: 100% (1474/1474), done.
remote: Compressing objects: 100% (742/742), done.
remote: Total 4065 (delta 743), reused 1413 (delta 731), pack-reused 2591
Receiving objects: 100% (4065/4065), 1.64 MiB | 2.53 MiB/s, done.
Resolving deltas: 100% (1910/1910), done.
Import the included PGP keys. (See our PGP key policies ( for important information about these keys.)
$ gpg --import qubes-secpack/keys/*/*
gpg: key 063938BA42CFA724: public key "Marek Marczykowski-Górecki (Qubes OS signing key)" imported
gpg: qubes-secpack/keys/core-devs/retired: read error: Is a directory
gpg: no valid OpenPGP data found.
gpg: key 8C05216CE09C093C: 1 signature not checked due to a missing key
gpg: key 8C05216CE09C093C: public key "HW42 (Qubes Signing Key)" imported
gpg: key DA0434BC706E1FCF: public key "Simon Gaiser (Qubes OS signing key)" imported
gpg: key 8CE137352A019A17: 2 signatures not checked due to missing keys
gpg: key 8CE137352A019A17: public key "Andrew David Wong (Qubes Documentation Signing Key)" imported
gpg: key AAA743B42FBC07A9: public key "Brennan Novak (Qubes Website & Documentation Signing)" imported
gpg: key B6A0BB95CA74A5C3: public key "Joanna Rutkowska (Qubes Documentation Signing Key)" imported
gpg: key F32894BE9684938A: public key "Marek Marczykowski-Górecki (Qubes Documentation Signing Key)" imported
gpg: key 6E7A27B909DAFB92: public key "Hakisho Nukama (Qubes Documentation Signing Key)" imported
gpg: key 485C7504F27D0A72: 1 signature not checked due to a missing key
gpg: key 485C7504F27D0A72: public key "Sven Semmler (Qubes Documentation Signing Key)" imported
gpg: key BB52274595B71262: public key "unman (Qubes Documentation Signing Key)" imported
gpg: key DC2F3678D272F2A8: 1 signature not checked due to a missing key
gpg: key DC2F3678D272F2A8: public key "Wojtek Porczyk (Qubes OS documentation signing key)" imported
gpg: key FD64F4F9E9720C4D: 1 signature not checked due to a missing key
gpg: key FD64F4F9E9720C4D: public key "Zrubi (Qubes Documentation Signing Key)" imported
gpg: key DDFA1A3E36879494: "Qubes Master Signing Key" not changed
gpg: key 1848792F9E2795E9: public key "Qubes OS Release 4 Signing Key" imported
gpg: qubes-secpack/keys/release-keys/retired: read error: Is a directory
gpg: no valid OpenPGP data found.
gpg: key D655A4F21830E06A: public key "Marek Marczykowski-Górecki (Qubes security pack)" imported
gpg: key ACC2602F3F48CB21: public key "Qubes OS Security Team" imported

{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244364,
    "views": 1
  }
}

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{
  "actors": [
    "Qubes Master Signing Key Please",
    "Use Git",
    "Marek Marczykowski",
    "Qubes OS",
    "Qubes Signing Key",
    "Simon Gaiser",
    "Andrew David Wong",
    "Qubes Documentation Signing Key",
    "Brennan Novak",
    "Qubes Website",
    "Documentation Signing",
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    "Hakisho Nukama",
    "Sven Semmler",
    "Wojtek Porczyk",
    "Qubes Master Signing Key",
    "Qubes OS Release",
    "Signing Key",
    "Qubes OS Security Team"
  ],
  "entities": [
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    "GnuPG",
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    "Brennan Novak",
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  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
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  "generic_location_candidates": [],
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  "mentioned_actors": [
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    "Marek Marczykowski",
    "Qubes OS",
    "Qubes Signing Key",
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    "Qubes Documentation Signing Key",
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  ],
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  "primary_actors": [
    "Qubes Master Signing Key Please"
  ],
  "reacting_actor": []
}

{
  "currencies": [],
  "dates": [
    "2010-04-01",
    "5\nDo",
    "64 MiB",
    "53 MiB",
    "1 signature",
    "2 signatures",
    "4 Signing"
  ],
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}

{
  "action_missing_reason": "",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "policy_decision",
  "candidate_event_subtype": "policy_decision",
  "candidate_event_type": "policy_decision",
  "event_action_signature": "policy_decision",
  "event_core_signature": "",
  "event_subtype": "policy_decision",
  "event_trigger_hits_count": "0",
  "event_type": "policy_decision",
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  "feature_version": 1,
  "generic_event_action_candidate": "sports",
  "generic_event_identity_confidence": "0.76",
  "generic_event_identity_reasons": "generic_action:sports_result,language_profile_action:court_decision",
  "generic_event_type_candidate": "sports",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "policy_legislation",
  "post_semantic_subtype_confidence": "0.86",
  "post_semantic_subtype_reasons": "policy_marker",
  "post_type": "summary",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "policy_legislation",
  "subtype_before": "policy_decision",
  "subtype_fallback_reason": "",
  "updated_at": "2026-06-04T09:44:04.005284+00:00"
}

-

A PGP ( signature is a cryptographic digital signature ( made in accordance with the OpenPGP ( standard. PGP signatures can be cryptographically verified with programs like GNU Privacy Guard (GPG) ( The Qubes security team cryptographically signs all canaries so that Qubes users have a reliable way to check whether canaries are genuine. The only way to be certain that a canary is authentic is by verifying its PGP signatures.
Why should I care whether a canary is authentic?
If you fail to notice that a canary is unhealthy or has died, you may continue to trust the Qubes security team even after they have signaled via the canary (or lack thereof) that they been compromised or coerced.
Alternatively, an adversary could fabricate a canary in an attempt to deceive the public. Such a canary would not be validly signed, but users who neglect to check the signatures on the fake canary would not be aware of this, so they may mistakenly believe it to be genuine, especially if it closely mimics the language of authentic canaries. Such falsified canaries could include manipulated text designed to sow fear, uncertainty, and doubt about the security of Qubes OS or the status of the Qubes OS Project.
How do I verify the PGP signatures on a canary?
The following command-line instructions assume a Linux system with git and gpg installed. (For Windows and Mac options, see OpenPGP software (
Obtain the Qubes Master Signing Key (QMSK), e.g.:
$ gpg --fetch-keys
gpg: directory '/home/user/.gnupg' created
gpg: keybox '/home/user/.gnupg/pubring.kbx' created
gpg: requesting key from '
gpg: /home/user/.gnupg/trustdb.gpg: trustdb created
gpg: key DDFA1A3E36879494: public key "Qubes Master Signing Key" imported
gpg: Total number processed: 1
gpg: imported: 1
(For more ways to obtain the QMSK, see How to import and authenticate the Qubes Master Signing Key (
View the fingerprint of the PGP key you just imported. (Note: gpg> indicates a prompt inside of the GnuPG program. Type what appears after it when prompted.)
$ gpg --edit-key 0x427F11FD0FAA4B080123F01CDDFA1A3E36879494
gpg (GnuPG) 2.2.27; Copyright (C) 2021 Free Software Foundation, Inc.
This is free software: you are free to change and redistribute it.
There is NO WARRANTY, to the extent permitted by law.
pub rsa4096/DDFA1A3E36879494
created: 2010-04-01 expires: never usage: SC
trust: unknown validity: unknown
[ unknown] (1). Qubes Master Signing Key
gpg> fpr
pub rsa4096/DDFA1A3E36879494 2010-04-01 Qubes Master Signing Key
Primary key fingerprint: 427F 11FD 0FAA 4B08 0123 F01C DDFA 1A3E 3687 9494
Important: At this point, you still don’t know whether the key you just imported is the genuine QMSK or a forgery. In order for this entire procedure to provide meaningful security benefits, you must authenticate the QMSK out-of-band. Do not skip this step! The standard method is to obtain the QMSK fingerprint from multiple independent sources in several different ways and check to see whether they match the key you just imported. For more information, see How to import and authenticate the Qubes Master Signing Key (

A PGP ( signature is a cryptographic digital signature ( made in accordance with the OpenPGP ( standard. PGP signatures can be cryptographically verified with programs like GNU Privacy Guard (GPG) ( The Qubes security team cryptographically signs all canaries so that Qubes users have a reliable way to check whether canaries are genuine. The only way to be certain that a canary is authentic is by verifying its PGP signatures.
Why should I care whether a canary is authentic?
If you fail to notice that a canary is unhealthy or has died, you may continue to trust the Qubes security team even after they have signaled via the canary (or lack thereof) that they been compromised or coerced.
Alternatively, an adversary could fabricate a canary in an attempt to deceive the public. Such a canary would not be validly signed, but users who neglect to check the signatures on the fake canary would not be aware of this, so they may mistakenly believe it to be genuine, especially if it closely mimics the language of authentic canaries. Such falsified canaries could include manipulated text designed to sow fear, uncertainty, and doubt about the security of Qubes OS or the status of the Qubes OS Project.
How do I verify the PGP signatures on a canary?
The following command-line instructions assume a Linux system with git and gpg installed. (For Windows and Mac options, see OpenPGP software (
Obtain the Qubes Master Signing Key (QMSK), e.g.:
$ gpg --fetch-keys
gpg: directory '/home/user/.gnupg' created
gpg: keybox '/home/user/.gnupg/pubring.kbx' created
gpg: requesting key from '
gpg: /home/user/.gnupg/trustdb.gpg: trustdb created
gpg: key DDFA1A3E36879494: public key "Qubes Master Signing Key" imported
gpg: Total number processed: 1
gpg: imported: 1
(For more ways to obtain the QMSK, see How to import and authenticate the Qubes Master Signing Key (
View the fingerprint of the PGP key you just imported. (Note: gpg> indicates a prompt inside of the GnuPG program. Type what appears after it when prompted.)
$ gpg --edit-key 0x427F11FD0FAA4B080123F01CDDFA1A3E36879494
gpg (GnuPG) 2.2.27; Copyright (C) 2021 Free Software Foundation, Inc.
This is free software: you are free to change and redistribute it.
There is NO WARRANTY, to the extent permitted by law.
pub rsa4096/DDFA1A3E36879494
created: 2010-04-01 expires: never usage: SC
trust: unknown validity: unknown
[ unknown] (1). Qubes Master Signing Key
gpg> fpr
pub rsa4096/DDFA1A3E36879494 2010-04-01 Qubes Master Signing Key
Primary key fingerprint: 427F 11FD 0FAA 4B08 0123 F01C DDFA 1A3E 3687 9494
Important: At this point, you still don’t know whether the key you just imported is the genuine QMSK or a forgery. In order for this entire procedure to provide meaningful security benefits, you must authenticate the QMSK out-of-band. Do not skip this step! The standard method is to obtain the QMSK fingerprint from multiple independent sources in several different ways and check to see whether they match the key you just imported. For more information, see How to import and authenticate the Qubes Master Signing Key (

{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244363,
    "views": 1
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{
  "actors": [
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    "GNU Privacy Guard",
    "The Qubes",
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  ],
  "event_keyphrases": [],
  "event_object_signatures": [
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  ],
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}

{
  "currencies": [],
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{
  "action_missing_reason": "",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "fatality_incident",
  "candidate_event_subtype": "fatality_incident",
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  "updated_at": "2026-06-04T09:44:03.704139+00:00"
}

-

What are some signs of an unhealthy canary?
Here is a non-exhaustive list of examples:
Dead canary. In each canary, we state a window of time during which you should expect the next canary to be published. If no canary is published within that window of time and no good explanation is provided for missing the deadline, then the canary has died.
Missing statement(s). Canaries include a set of numbered statements at the top. These statements are generally the same across canaries, except for specific numbers and dates that have changed since the previous canary. If an important statement was present in older canaries but suddenly goes missing from new canaries with no correction or explanation, then this may be an indication that the signers can no longer truthfully make that statement.
Missing signature(s). Qubes canaries are signed by the members of the Qubes security team ( (see below). If one of them has been signing all canaries but suddenly and permanently stops signing new canaries without any explanation, then this may indicate that this person is under duress or can no longer truthfully sign the statements contained in the canary.
Does every unexpected or unusual occurrence related to a canary indicate something bad?
No, there are many canary-related possibilities that should not worry you. Here is a non-exhaustive list of examples:
Unusual reposts. The only canaries that matter are the ones that are validly signed in the Qubes security pack (qubes-secpack) ( Reposts of canaries (like the one in this announcement) do not have any authority (except insofar as they reproduce validly-signed text from the qubes-secpack). If the actual canary in the qubes-secpack is healthy, but reposts are late, absent, or modified on the website, mailing lists, forum, or social media platforms, you should not be concerned about the canary.
Last-minute signature(s). If the canary is signed at the last minute but before the deadline, that’s okay. (People get busy and procrastinate sometimes.)
Signatures at different times. If one signature is earlier or later than the other, but both are present within a reasonable period of time, that’s okay. (For example, sometimes one signer is out of town, but we try to plan the deadlines around this.)
Permitted changes. If something about a canary changes without violating any of the statements in prior canaries, that’s okay. (For example, canaries are usually scheduled for the first fourteen days of a given month, but there’s no rule that says they have to be.)
Unusual but planned changes. If something unusual happens, but it was announced in advance, and the appropriate statements are signed, that’s okay (e.g., when Joanna left the security team and Simon joined it).
In general, it would not be realistic for an organization to exist that never changed, had zero turnover, and never made mistakes. Therefore, it would be reasonable to expect such events to occur periodically, and it would be unreasonable to regard every unusual or unexpected canary-related event as a sign of compromise. For example, if something usual happens with a canary, and we say it was a mistake and correct it (with valid signatures), you will have to decide for yourself whether it’s more likely that it really was just a mistake or that something is wrong and that this is how we chose to send you a subtle signal about it. This will require you to think carefully about which among many possible scenarios is most likely given the evidence available to you. Since this is fundamentally a matter of judgment, canaries are ultimately a social scheme, not a technical one.
What are the PGP signatures that accompany canaries?

What are some signs of an unhealthy canary?
Here is a non-exhaustive list of examples:
Dead canary. In each canary, we state a window of time during which you should expect the next canary to be published. If no canary is published within that window of time and no good explanation is provided for missing the deadline, then the canary has died.
Missing statement(s). Canaries include a set of numbered statements at the top. These statements are generally the same across canaries, except for specific numbers and dates that have changed since the previous canary. If an important statement was present in older canaries but suddenly goes missing from new canaries with no correction or explanation, then this may be an indication that the signers can no longer truthfully make that statement.
Missing signature(s). Qubes canaries are signed by the members of the Qubes security team ( (see below). If one of them has been signing all canaries but suddenly and permanently stops signing new canaries without any explanation, then this may indicate that this person is under duress or can no longer truthfully sign the statements contained in the canary.
Does every unexpected or unusual occurrence related to a canary indicate something bad?
No, there are many canary-related possibilities that should not worry you. Here is a non-exhaustive list of examples:
Unusual reposts. The only canaries that matter are the ones that are validly signed in the Qubes security pack (qubes-secpack) ( Reposts of canaries (like the one in this announcement) do not have any authority (except insofar as they reproduce validly-signed text from the qubes-secpack). If the actual canary in the qubes-secpack is healthy, but reposts are late, absent, or modified on the website, mailing lists, forum, or social media platforms, you should not be concerned about the canary.
Last-minute signature(s). If the canary is signed at the last minute but before the deadline, that’s okay. (People get busy and procrastinate sometimes.)
Signatures at different times. If one signature is earlier or later than the other, but both are present within a reasonable period of time, that’s okay. (For example, sometimes one signer is out of town, but we try to plan the deadlines around this.)
Permitted changes. If something about a canary changes without violating any of the statements in prior canaries, that’s okay. (For example, canaries are usually scheduled for the first fourteen days of a given month, but there’s no rule that says they have to be.)
Unusual but planned changes. If something unusual happens, but it was announced in advance, and the appropriate statements are signed, that’s okay (e.g., when Joanna left the security team and Simon joined it).
In general, it would not be realistic for an organization to exist that never changed, had zero turnover, and never made mistakes. Therefore, it would be reasonable to expect such events to occur periodically, and it would be unreasonable to regard every unusual or unexpected canary-related event as a sign of compromise. For example, if something usual happens with a canary, and we say it was a mistake and correct it (with valid signatures), you will have to decide for yourself whether it’s more likely that it really was just a mistake or that something is wrong and that this is how we chose to send you a subtle signal about it. This will require you to think carefully about which among many possible scenarios is most likely given the evidence available to you. Since this is fundamentally a matter of judgment, canaries are ultimately a social scheme, not a technical one.
What are the PGP signatures that accompany canaries?

{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244362,
    "views": 1
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}

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00000000000000000001c7c4fb4f5b739e74f18ca4b3b6add30011982c0735d7
Footnotes
----------
[1] This file should be signed in two ways: (1) via detached PGP
signatures by each of the signers, distributed together with this canary
in the qubes-secpack.git repo, and (2) via digital signatures on the
corresponding qubes-secpack.git repo tags. [2]
[2] Don't just trust the contents of this file blindly! Verify the
digital signatures! Instructions for doing so are documented here:
--
The Qubes Security Team
Source: canary-047-2026.txt (
Marek Marczykowski-Górecki ( PGP signature
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Source: canary-047-2026.txt.sig.simon (
What is the purpose of this announcement?
The purpose of this announcement is to inform the Qubes community that a new Qubes canary has been published.
What is a Qubes canary?
A Qubes canary ( is a security announcement periodically issued by the Qubes security team ( consisting of several statements to the effect that the signers of the canary have not been compromised. The idea is that, as long as signed canaries including such statements continue to be published, all is well. However, if the canaries should suddenly cease, if one or more signers begin declining to sign them, or if the included statements change significantly without plausible explanation, then this may indicate that something has gone wrong.

00000000000000000001c7c4fb4f5b739e74f18ca4b3b6add30011982c0735d7
Footnotes
----------
[1] This file should be signed in two ways: (1) via detached PGP
signatures by each of the signers, distributed together with this canary
in the qubes-secpack.git repo, and (2) via digital signatures on the
corresponding qubes-secpack.git repo tags. [2]
[2] Don't just trust the contents of this file blindly! Verify the
digital signatures! Instructions for doing so are documented here:
--
The Qubes Security Team
Source: canary-047-2026.txt (
Marek Marczykowski-Górecki ( PGP signature
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Source: canary-047-2026.txt.sig.simon (
What is the purpose of this announcement?
The purpose of this announcement is to inform the Qubes community that a new Qubes canary has been published.
What is a Qubes canary?
A Qubes canary ( is a security announcement periodically issued by the Qubes security team ( consisting of several statements to the effect that the signers of the canary have not been compromised. The idea is that, as long as signed canaries including such statements continue to be published, all is well. However, if the canaries should suddenly cease, if one or more signers begin declining to sign them, or if the included statements change significantly without plausible explanation, then this may indicate that something has gone wrong.

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-

Qubes Canary 047
We have published Qubes Canary 047 ( The text of this canary and its accompanying cryptographic signatures are reproduced below. For an explanation of this announcement and instructions for authenticating this canary, please see the end of this announcement.
Qubes Canary 047
---===[ Qubes Canary 047 ]===---
Statements
-----------
The Qubes security team members who have digitally signed this file [1]
state the following:
1. The date of issue of this canary is June 03, 2026.
2. There have been 114 Qubes security bulletins published so far.
3. The Qubes Master Signing Key fingerprint is:
427F 11FD 0FAA 4B08 0123 F01C DDFA 1A3E 3687 9494
4. No warrants have ever been served to us with regard to the Qubes OS
Project (e.g. to hand out the private signing keys or to introduce
backdoors).
5. We plan to publish the next of these canary statements in the first
fourteen days of September 2026. Special note should be taken if no new
canary is published by that time or if the list of statements changes
without plausible explanation.
Special announcements
----------------------
None.
Disclaimers and notes
----------------------
We would like to remind you that Qubes OS has been designed under the
assumption that all relevant infrastructure is permanently compromised.
This means that we assume NO trust in any of the servers or services
which host or provide any Qubes-related data, in particular, software
updates, source code repositories, and Qubes ISO downloads.
This canary scheme is not infallible. Although signing the declaration
makes it very difficult for a third party to produce arbitrary
declarations, it does not prevent them from using force or other means,
like blackmail or compromising the signers' laptops, to coerce us to
produce false declarations.
The proof of freshness provided below serves to demonstrate that this
canary could not have been created prior to the date stated. It shows
that a series of canaries was not created in advance.
This declaration is merely a best effort and is provided without any
guarantee or warranty. It is not legally binding in any way to anybody.
None of the signers should be ever held legally responsible for any of
the statements made here.
Proof of freshness
-------------------
Wed, 03 Jun 2026 02:51:46 +0000
Source: DER SPIEGEL - International (
NSDAP archive: How DER SPIEGEL processed the data from the Nazi card file
Interactive Research Tool: What Your Family Did Under Hitler – Find Out Here
Human Rights in the US: Meet the Transgender Americans Forced to Flee GOP Persecution
An Interview with Maduro's Son: "We Should Have Done More to Protect My Father"
Forced Mercenaries: How Russia Dupes Kenyans into Fighting in Ukraine
Source: NYT > World News (
Iran War Live Updates: Iran Targets Neighbors as U.S. Condemns ‘Aggressive’ Strikes
Russia Launches Deadly Strikes on Kyiv After Threatening Ukraine for a Week
U.S. Ebola Unit Plans in Kenya, Subject of Protests, Suffers New Setback From Court Ruling
The New Zealand Parakeet Pair That Are Saving Their Species
U.S. Was Asked to Blacklist Colombian Cartel Gold. It Was Also Buying It.
Source: BBC News (
Israel strikes southern Lebanon but partial truce with Hezbollah appears to hold
US and Iran launch new strikes as ceasefire negotiations stall
Putin remains uncompromising on Ukraine, but is public discourse on war changing in Russia?
'They'll fix the building, but not our souls': Sleepy Kyiv neighbourhood hit in Russian strike
British couple lose Iran jail sentence appeal, family says
Source:

Qubes Canary 047
We have published Qubes Canary 047 ( The text of this canary and its accompanying cryptographic signatures are reproduced below. For an explanation of this announcement and instructions for authenticating this canary, please see the end of this announcement.
Qubes Canary 047
---===[ Qubes Canary 047 ]===---
Statements
-----------
The Qubes security team members who have digitally signed this file [1]
state the following:
1. The date of issue of this canary is June 03, 2026.
2. There have been 114 Qubes security bulletins published so far.
3. The Qubes Master Signing Key fingerprint is:
427F 11FD 0FAA 4B08 0123 F01C DDFA 1A3E 3687 9494
4. No warrants have ever been served to us with regard to the Qubes OS
Project (e.g. to hand out the private signing keys or to introduce
backdoors).
5. We plan to publish the next of these canary statements in the first
fourteen days of September 2026. Special note should be taken if no new
canary is published by that time or if the list of statements changes
without plausible explanation.
Special announcements
----------------------
None.
Disclaimers and notes
----------------------
We would like to remind you that Qubes OS has been designed under the
assumption that all relevant infrastructure is permanently compromised.
This means that we assume NO trust in any of the servers or services
which host or provide any Qubes-related data, in particular, software
updates, source code repositories, and Qubes ISO downloads.
This canary scheme is not infallible. Although signing the declaration
makes it very difficult for a third party to produce arbitrary
declarations, it does not prevent them from using force or other means,
like blackmail or compromising the signers' laptops, to coerce us to
produce false declarations.
The proof of freshness provided below serves to demonstrate that this
canary could not have been created prior to the date stated. It shows
that a series of canaries was not created in advance.
This declaration is merely a best effort and is provided without any
guarantee or warranty. It is not legally binding in any way to anybody.
None of the signers should be ever held legally responsible for any of
the statements made here.
Proof of freshness
-------------------
Wed, 03 Jun 2026 02:51:46 +0000
Source: DER SPIEGEL - International (
NSDAP archive: How DER SPIEGEL processed the data from the Nazi card file
Interactive Research Tool: What Your Family Did Under Hitler – Find Out Here
Human Rights in the US: Meet the Transgender Americans Forced to Flee GOP Persecution
An Interview with Maduro's Son: "We Should Have Done More to Protect My Father"
Forced Mercenaries: How Russia Dupes Kenyans into Fighting in Ukraine
Source: NYT > World News (
Iran War Live Updates: Iran Targets Neighbors as U.S. Condemns ‘Aggressive’ Strikes
Russia Launches Deadly Strikes on Kyiv After Threatening Ukraine for a Week
U.S. Ebola Unit Plans in Kenya, Subject of Protests, Suffers New Setback From Court Ruling
The New Zealand Parakeet Pair That Are Saving Their Species
U.S. Was Asked to Blacklist Colombian Cartel Gold. It Was Also Buying It.
Source: BBC News (
Israel strikes southern Lebanon but partial truce with Hezbollah appears to hold
US and Iran launch new strikes as ceasefire negotiations stall
Putin remains uncompromising on Ukraine, but is public discourse on war changing in Russia?
'They'll fix the building, but not our souls': Sleepy Kyiv neighbourhood hit in Russian strike
British couple lose Iran jail sentence appeal, family says
Source:

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}

-

Today's NYT Connections Hints, Answers and Help for June 4,
Here are some hints and the answers for the NYT Connections puzzle for June 4, No. 1,089.

Today's NYT Connections Hints, Answers and Help for June 4,
Here are some hints and the answers for the NYT Connections puzzle for June 4, No. 1,089.

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{
  "actors": [
    "NYT Connections Hints",
    "NYT Connections"
  ],
  "entities": [
    "Today",
    "NYT Connections Hints",
    "Answers",
    "Help",
    "June",
    "Here",
    "NYT Connections",
    "No"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [],
  "locations": [],
  "mentioned_actors": [],
  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
    "NYT Connections Hints",
    "NYT Connections"
  ],
  "reacting_actor": []
}

{
  "currencies": [],
  "dates": [],
  "numbers": [
    "4",
    "1,089"
  ],
  "percentages": [],
  "times": []
}

{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
  "event_action_signature": "",
  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
  "event_type": "",
  "event_type_missing_reason": "no_event_type_candidate",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.00",
  "generic_event_identity_reasons": "",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "other",
  "post_semantic_subtype_confidence": "0.50",
  "post_semantic_subtype_reasons": "fallback",
  "post_type": "other",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "other",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "fallback",
  "updated_at": "2026-06-04T09:44:02.925431+00:00"
}

-

Today's NYT Strands Hints, Answers and Help for June 4
Here are hints and answers for the NYT Strands puzzle for June 4, No. 823.

Today's NYT Strands Hints, Answers and Help for June 4
Here are hints and answers for the NYT Strands puzzle for June 4, No. 823.

{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244358,
    "views": 1
  }
}

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{
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  "dates": [
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  "percentages": [],
  "times": []
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{
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  "updated_at": "2026-06-04T09:44:02.862836+00:00"
}

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