home / 9to5google.com / item 47202808
Model Comparison
Model Editorial Structural Class Conf SETL Theme @cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.10 ND Mild positive 0.80 0.00 Digital rights @cf/meta/llama-4-scout-17b-16e-instruct lite +0.20 ND Mild positive 0.80 0.00 Digital Rights Tech deepseek/deepseek-v3.2-20251201 +0.09 +0.10 Neutral 0.07 0.24 Digital Control & Access
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite deepseek/deepseek-v3.2-20251201 Preamble ND ND 0.10 Article 1 ND ND ND Article 2 ND ND 0.20 Article 3 ND ND ND Article 4 ND ND ND Article 5 ND ND ND Article 6 ND ND ND Article 7 ND ND ND Article 8 ND ND ND Article 9 ND ND ND Article 10 ND ND ND Article 11 ND ND ND Article 12 ND ND -0.50 Article 13 ND ND ND Article 14 ND ND ND Article 15 ND ND ND Article 16 ND ND ND Article 17 ND ND ND Article 18 ND ND ND Article 19 ND ND 0.32 Article 20 ND ND ND Article 21 ND ND ND Article 22 ND ND 0.10 Article 23 ND ND ND Article 24 ND ND ND Article 25 ND ND 0.20 Article 26 ND ND ND Article 27 ND ND 0.10 Article 28 ND ND ND Article 29 ND ND ND Article 30 ND ND ND
Summary Digital Control & Access Neutral
This technology news article reports on Samsung removing Android recovery menu tools from Galaxy devices, noting the reason is unclear. The content touches on themes of user control, device autonomy, and information accessibility, with mild positive signals for freedom of information and mild negative signals for privacy and autonomy. Overall, the article maintains a neutral reporting stance on technical changes.
Article Heatmap
Preamble: +0.10 — Preamble P Article 1: ND — Freedom, Equality, Brotherhood Article 1: No Data — Freedom, Equality, Brotherhood 1 Article 2: +0.20 — Non-Discrimination 2 Article 3: ND — Life, Liberty, Security Article 3: No Data — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: ND — No Torture Article 5: No Data — No Torture 5 Article 6: ND — Legal Personhood Article 6: No Data — Legal Personhood 6 Article 7: ND — Equality Before Law Article 7: No Data — Equality Before Law 7 Article 8: ND — Right to Remedy Article 8: No Data — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: ND — Fair Hearing Article 10: No Data — Fair Hearing 10 Article 11: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: -0.50 — Privacy 12 Article 13: ND — Freedom of Movement Article 13: No Data — Freedom of Movement 13 Article 14: ND — Asylum Article 14: No Data — Asylum 14 Article 15: ND — Nationality Article 15: No Data — Nationality 15 Article 16: ND — Marriage & Family Article 16: No Data — Marriage & Family 16 Article 17: ND — Property Article 17: No Data — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: +0.32 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: ND — Political Participation Article 21: No Data — Political Participation 21 Article 22: +0.10 — Social Security 22 Article 23: ND — Work & Equal Pay Article 23: No Data — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: +0.20 — Standard of Living 25 Article 26: ND — Education Article 26: No Data — Education 26 Article 27: +0.10 — Cultural Participation 27 Article 28: ND — Social & International Order Article 28: No Data — Social & International Order 28 Article 29: ND — Duties to Community Article 29: No Data — Duties to Community 29 Article 30: ND — No Destruction of Rights Article 30: No Data — No Destruction of Rights 30
Aggregates
Editorial Mean +0.09 Structural Mean +0.10 Weighted Mean +0.04 Unweighted Mean +0.07 Max +0.32 Article 19 Min -0.50 Article 12 Signal 7 No Data 24 Volatility 0.25 (Medium) Negative 1 Channels E: 0.6 S: 0.4 SETL ℹ +0.24 Editorial-dominant FW Ratio ℹ 81% 35 facts · 8 inferences
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.15 (2 articles) Security: 0.00 (0 articles) Legal: 0.00 (0 articles) Privacy & Movement: -0.50 (1 articles) Personal: 0.00 (0 articles) Expression: 0.32 (1 articles) Economic & Social: 0.15 (2 articles) Cultural: 0.10 (1 articles) Order & Duties: 0.00 (0 articles)
HN Discussion
8 top-level · 5 replies
No, not ", including sideloading."
It's ", including installing software". Lets not let the enemy of general purpose computing define the framing of the discussion.
Note that this menu item was not used to install Android apps, which is what people often mean by "sideloading", especially with all the discourse around Google's new developer verification requirements. This menu item was used to manually install an OS update from a .zip file and already required that file to be signed by Samsung on locked devices.
On unlocked devices, you can install your own recovery that still has the option. So the removal doesn't prevent too much in practice. That ship sailed when Samsung stopped allowing bootloader unlocking on most of their phones.
Old versions of Android do not comply with OS age-checking regulations in California, Brazil, and elsewhere. Samsung face legal repercussions including fines if residents of such jurisdictions are allowed to run an old OS. Yes, the laws apply to entities outside the borders of the territory.
Not surprising for Samsung to do this. Hacking on their devices (which are second to Apple at a hardware level) went downhill fast after they implemented eFuse-secured bootloaders.
What's interesting is that they tried hard to cater to the tinkerers before going in this direction. They "bought" (acqui-hired) CyanogenMod, contributed to open-source and had developer builds of their ROMs. I think they even had clean AOSP builds with the HAL and ABIs for their hardware baked in at some point. SafetyNet made it realistically impossible to daily a rooted phone in 2026 if you want to use banking, healthcare or most music apps, so it's safer for OEMs to tighten the screws on access to their hardware in kind.
My take is that they saw all of this as a risk to profits they could make from catering to regulated industries who would deploy their hardware en masse. It also didn't make sense to continue this investment after banks and healthcare put pressure on Google to step up privacy in Android, especially after Apple implemented Secure Enclave.
It's a pyrrhic victory regardless, in my opinion. If you're going to run a super-locked down Android device, you might as well go all-in with Apple. Their hardware ecosystem is better, their cloud services are better, they get first-priority for mobile apps, you get Blue Bubble Benefits, and their support (in-store and online) is on another level. Even MDM is better with Apple devices (through iOS Profiles). Shoot, even privacy-minded folks are better off on iOS with Lockdown mode.
I haven't used Samsung phones in a while. So I didn't realize that the situation got this bad. That's ample enough reason to continue the 'haven't used Samsung' part indefinitely. Yet another brand hits the do-not-buy list. But at this point, I think it's worth choosing a brand that explicitly supports reflashing and customizability, rather than taking a chance with all these leaches.
The legality of this update is also dubious in the EU as they are remotely crippling the device bought without any prior information, warning or way to go back.
Goodbye Samsung anyways, I've been with them since 2013 but it's time to go now.
Can you still install F-Droid?
Can you still run without a Google account?
This article isn't about the installation of regular apps. The "sideloading" it's referring to is the option to use the "adb sideload <OTA file>" command when booted into recovery mode to install OS updates. The functionality being removed is being able to install a proper OEM-signed OS update from a local file.
GDPR applies to entities outside the borders of the territory, yet most of the world doesn't give a shit.
That's not how those laws work.
Unfortunately that's a rather vanishingly small list now.
I would not be surprised if, in a few years, these options are gone from all android devices.
People mention GrapheneOS but that relies entirely on Google.
Yes they are working with an OEM (leaked as Motorola) and we'll see how that goes, it may be the last hope.
Android is still more open, you can side load apps. For example I like newtube and revanced, it's easier to sync local files like when using syncthing.
AnkiDroid is a fantastic app.
I can use extensions in Firefox, and real alternatives browsers.
If android gets so locked down so it's almost as using an Apple phone, I'll use graphene or just stop using a smartphone altogether.
Editorial Channel
What the content says
+0.30
Medium Coverage Practice
Article provides information about technology changes affecting user capabilities, supporting informed opinion formation.
FW Ratio: 60%
Observable Facts
Article reports on Samsung removing Android recovery tools, explaining what functions are affected. Page includes a CommentAction schema indicating comment functionality. Article is published on a technology news website. Inferences
The technical reporting on device software changes enables readers to form opinions about technology control. The accessible news format and comment function support the right to seek and receive information. +0.10
Low Coverage
Content addresses technological changes affecting user capabilities, aligning with themes of human progress and freedom mentioned in Preamble.
FW Ratio: 67%
Observable Facts
Article reports that Samsung is removing recovery tools from Android phones via software updates. Article states the reason for removal is 'unclear.' Inferences
The reporting on removal of user capabilities implies an interest in technological progress and user freedom, consistent with Preamble themes. +0.10
Low Coverage
Indirectly addresses technology access without discrimination, though not explicitly framed as rights.
FW Ratio: 50%
Observable Facts
Article discusses removal of recovery tools affecting all Samsung Galaxy users receiving updates. Inferences
The neutral reporting on technical changes affecting all users implies equal treatment, indirectly aligning with non-discrimination principles. +0.10
Low Coverage
Indirectly addresses social security through technology dependency, though not explicitly framed as rights.
FW Ratio: 50%
Observable Facts
Article reports removal of tools that allow users to manually repair or update their devices. Inferences
The reporting on reduced user control over device maintenance indirectly relates to social security through technological dependency. +0.10
Low Coverage
Indirectly addresses standard of living through technology access, though not explicitly framed as rights.
FW Ratio: 50%
Observable Facts
Article discusses removal of tools that affect how users can maintain and repair their personal devices. Inferences
The reporting on reduced user control over device maintenance indirectly relates to standards of living through technology access. +0.10
Low Coverage
Indirectly addresses cultural life through technology participation, though not explicitly framed as rights.
FW Ratio: 50%
Observable Facts
Article reports on changes to device software that affect user capabilities. Inferences
The reporting on technological changes affecting user control indirectly relates to participation in cultural life through technology. -0.20
Medium Coverage
Article reports removal of tools affecting user control over devices, potentially impacting privacy and autonomy.
FW Ratio: 67%
Observable Facts
Article reports removal of 'sideloading' and other recovery tools from Android phones. Article describes the tools as allowing users to 'apply updates from a USB drive' and 'wipe the cache partition.' Inferences
The removal of user-controlled recovery tools reduces user autonomy over device software, potentially affecting privacy and control rights. ND
No content related to inherent dignity, equality, reason, or conscience.
FW Ratio: 100%
Observable Facts
No observable content directly addresses human dignity, equality, or conscience. ND
No content related to life, liberty, or security of person.
FW Ratio: 100%
Observable Facts
No observable content directly addresses life, liberty, or security rights. ND
No content related to slavery or servitude.
FW Ratio: 100%
Observable Facts
No observable content directly addresses slavery or servitude. ND
No content related to torture, cruel treatment, or punishment.
FW Ratio: 100%
Observable Facts
No observable content directly addresses torture or cruel treatment. ND
No content related to legal personality or recognition before law.
FW Ratio: 100%
Observable Facts
No observable content directly addresses legal personality or recognition. ND
No content related to equal protection or discrimination.
FW Ratio: 100%
Observable Facts
No observable content directly addresses equal protection or discrimination. ND
No content related to effective remedies or rights violations.
FW Ratio: 100%
Observable Facts
No observable content directly addresses effective remedies or rights violations. ND
No content related to arbitrary detention or exile.
FW Ratio: 100%
Observable Facts
No observable content directly addresses arbitrary detention or exile. ND
No content related to fair public hearings.
FW Ratio: 100%
Observable Facts
No observable content directly addresses fair public hearings. ND
No content related to presumption of innocence or criminal defense.
FW Ratio: 100%
Observable Facts
No observable content directly addresses presumption of innocence or criminal defense. ND
No content related to freedom of movement or residence.
FW Ratio: 100%
Observable Facts
No observable content directly addresses freedom of movement or residence. ND
No content related to asylum from persecution.
FW Ratio: 100%
Observable Facts
No observable content directly addresses asylum from persecution. ND
No content related to nationality or nationality changes.
FW Ratio: 100%
Observable Facts
No observable content directly addresses nationality or nationality changes. ND
No content related to marriage, family, or consent.
FW Ratio: 100%
Observable Facts
No observable content directly addresses marriage, family, or consent. ND
No content related to property ownership or deprivation.
FW Ratio: 100%
Observable Facts
No observable content directly addresses property ownership or deprivation. ND
No content related to freedom of thought, conscience, or religion.
FW Ratio: 100%
Observable Facts
No observable content directly addresses freedom of thought, conscience, or religion. ND
No content related to peaceful assembly or association.
FW Ratio: 100%
Observable Facts
No observable content directly addresses peaceful assembly or association. ND
No content related to political participation or government.
FW Ratio: 100%
Observable Facts
No observable content directly addresses political participation or government. ND
No content related to work, employment, or fair remuneration.
FW Ratio: 100%
Observable Facts
No observable content directly addresses work, employment, or fair remuneration. ND
No content related to rest, leisure, or working hours.
FW Ratio: 100%
Observable Facts
No observable content directly addresses rest, leisure, or working hours. ND
No content related to education or parental choice.
FW Ratio: 100%
Observable Facts
No observable content directly addresses education or parental choice. ND
No content related to social and international order.
FW Ratio: 100%
Observable Facts
No observable content directly addresses social and international order. ND
No content related to duties, community, or rights limitations.
FW Ratio: 100%
Observable Facts
No observable content directly addresses duties, community, or rights limitations. ND
No content related to rights destruction or UDHR interpretation.
FW Ratio: 100%
Observable Facts
No observable content directly addresses rights destruction or UDHR interpretation.
Structural Channel
What the site does
Element Modifier Affects Note Legal & Terms Privacy -0.15 Article 12
Site implements Google Tag Manager (GTM-THGGVXB, GTM-W5LZ9VX) and dataLayer tracking without explicit privacy policy visible in provided content. Two separate GTM instances suggest comprehensive tracking infrastructure. Terms of Service —
Terms of Service not accessible from provided content. Identity & Mission Mission +0.05 Article 19
9to5Google positions itself as technology news outlet; mission implies free expression and information dissemination, but no explicit mission statement in provided content. Editorial Code —
Editorial guidelines or code of conduct not provided in content sample. Ownership +0.05 Article 19
Copyright holder identified as '925.co' in schema; parent organization identified but relationship to 9to5Google not explicit in provided content. Access & Distribution Access Model +0.10 Article 25
Appears to be free-access public web content. No paywall or subscription requirement evident in provided markup. Ad/Tracking -0.20 Article 12
Dual Google Tag Manager implementation and dataLayer tracking infrastructure visible. No explicit opt-out or tracking consent mechanism provided in content sample. Affects privacy rights. Accessibility +0.10 Article 2
Page includes screen-reader-text CSS class and semantic HTML structure (NewsArticle schema), suggesting baseline accessibility consideration. However, no explicit ARIA labels or alt text visible in provided markup.
+0.10
Medium Coverage Practice
Content is freely accessible news reporting with comment functionality, supporting information dissemination.
ND
Low Coverage
No structural signals directly related to Preamble principles.
ND
No structural signals related to dignity or equality.
ND
Low Coverage
No structural signals related to non-discrimination.
ND
No structural signals related to security or liberty.
ND
No structural signals related to slavery or servitude.
ND
No structural signals related to torture or cruel treatment.
ND
No structural signals related to legal recognition.
ND
No structural signals related to equal protection.
ND
No structural signals related to effective remedies.
ND
No structural signals related to arbitrary detention.
ND
No structural signals related to fair hearings.
ND
No structural signals related to presumption of innocence.
ND
Medium Coverage
No structural signals beyond domain-level tracking (covered in DCP).
ND
No structural signals related to freedom of movement.
ND
No structural signals related to asylum.
ND
No structural signals related to nationality.
ND
No structural signals related to marriage or family.
ND
No structural signals related to property rights.
ND
No structural signals related to freedom of thought or religion.
ND
No structural signals related to assembly or association.
ND
No structural signals related to political participation.
ND
Low Coverage
No structural signals related to social security.
ND
No structural signals related to work rights.
ND
No structural signals related to rest or leisure.
ND
Low Coverage
No structural signals beyond domain-level access model (covered in DCP).
ND
No structural signals related to education.
ND
Low Coverage
No structural signals related to cultural participation.
ND
No structural signals related to social order.
ND
No structural signals related to duties or community.
ND
No structural signals related to rights destruction.
Supplementary Signals
How this content communicates, beyond directional lean.
Learn more How well-sourced and evidence-based is this content?
0.70 low claims
Sources 0.7 Evidence 0.5 Uncertainty 0.8 Purpose 1.0
No manipulative rhetoric detected
0 techniques detected
Emotional character: positive/negative, intensity, authority
detached
Valence -0.2 Arousal 0.2 Dominance 0.3
Does the content identify its author and disclose interests?
0.33
✓ Author
More signals: context, framing & audience Does this content offer solutions or only describe problems?
0.00 problem only
Whose perspectives are represented in this content?
0.20 2 perspectives
Speaks: corporation
About: individuals
Is this content looking backward, at the present, or forward?
present immediate
What geographic area does this content cover?
global How accessible is this content to a general audience?
moderate medium jargon domain specific
Longitudinal
241 HN snapshots · 20 evals
Audit Trail
40 entries all eval pipeline all models llama-3.3-70b-wai llama-4-scout-wai deepseek-v3.2
newest first
2026-03-01 08:10 eval_success Lite evaluated: Mild positive (0.10) - - 2026-03-01 08:10
eval
Evaluated by llama-3.3-70b-wai : +0.10 (Mild positive) 0.00 reasoning Tech news with slight rights concern
2026-03-01 07:34 eval_success Lite evaluated: Mild positive (0.20) - - 2026-03-01 07:34
eval
Evaluated by llama-4-scout-wai : +0.20 (Mild positive) 0.00 reasoning ED tech news with slight rights lean
2026-03-01 07:30 eval_success Lite evaluated: Mild positive (0.20) - - 2026-03-01 07:30
eval
Evaluated by llama-4-scout-wai : +0.20 (Mild positive) 0.00 reasoning ED tech news with slight rights lean
2026-03-01 07:26 eval_success Evaluated: Neutral (0.04) - - 2026-03-01 07:26
eval
Evaluated by deepseek-v3.2 : +0.04 (Neutral) 15,027 tokens 2026-03-01 07:22 eval_success Lite evaluated: Mild positive (0.10) - - 2026-03-01 07:22
eval
Evaluated by llama-3.3-70b-wai : +0.10 (Mild positive) 0.00 reasoning Tech news with slight rights concern
2026-03-01 06:43 eval_success Lite evaluated: Mild positive (0.20) - - 2026-03-01 06:43
eval
Evaluated by llama-4-scout-wai : +0.20 (Mild positive) 0.00 reasoning ED tech news with slight rights lean
2026-03-01 06:38 eval_success Lite evaluated: Mild positive (0.20) - - 2026-03-01 06:38
eval
Evaluated by llama-4-scout-wai : +0.20 (Mild positive) 0.00 reasoning ED tech news with slight rights lean
2026-03-01 06:36 eval_success Lite evaluated: Mild positive (0.10) - - 2026-03-01 06:36
eval
Evaluated by llama-3.3-70b-wai : +0.10 (Mild positive) 0.00 reasoning Tech news with slight rights concern
2026-03-01 05:54 eval_success Lite evaluated: Mild positive (0.20) - - 2026-03-01 05:54
eval
Evaluated by llama-4-scout-wai : +0.20 (Mild positive) 0.00 reasoning ED tech news with slight rights lean
2026-03-01 05:54 eval_success Lite evaluated: Mild positive (0.10) - - 2026-03-01 05:54
eval
Evaluated by llama-3.3-70b-wai : +0.10 (Mild positive) 0.00 reasoning Tech news with slight rights concern
2026-03-01 05:12 eval_success Lite evaluated: Mild positive (0.20) - - 2026-03-01 05:12
eval
Evaluated by llama-4-scout-wai : +0.20 (Mild positive) +0.10 reasoning ED tech news with slight rights lean
2026-03-01 05:12 eval_success Lite evaluated: Mild positive (0.10) - - 2026-03-01 05:12
eval
Evaluated by llama-3.3-70b-wai : +0.10 (Mild positive) 0.00 reasoning Tech news with slight rights concern
2026-03-01 05:06 eval_success Lite evaluated: Mild positive (0.10) - - 2026-03-01 05:06
eval
Evaluated by llama-3.3-70b-wai : +0.10 (Mild positive) 0.00 reasoning Tech news with slight rights concern
2026-03-01 04:26 eval_success Lite evaluated: Mild positive (0.10) - - 2026-03-01 04:26
eval
Evaluated by llama-4-scout-wai : +0.10 (Mild positive) -0.10 reasoning ED tech news with slight rights lean
2026-03-01 04:20 eval_success Lite evaluated: Mild positive (0.10) - - 2026-03-01 04:19
eval
Evaluated by llama-3.3-70b-wai : +0.10 (Mild positive) 0.00 reasoning Tech news with slight rights concern
2026-03-01 03:38 eval_success Lite evaluated: Mild positive (0.20) - - 2026-03-01 03:38
eval
Evaluated by llama-4-scout-wai : +0.20 (Mild positive) 0.00 reasoning ED tech news with slight rights lean
2026-03-01 03:32 eval_success Lite evaluated: Mild positive (0.20) - - 2026-03-01 03:32
eval
Evaluated by llama-4-scout-wai : +0.20 (Mild positive) 0.00 reasoning ED tech news with slight rights lean
2026-03-01 03:31 eval_success Lite evaluated: Mild positive (0.10) - - 2026-03-01 03:31
eval
Evaluated by llama-3.3-70b-wai : +0.10 (Mild positive) 0.00 reasoning Tech news with slight rights concern
2026-03-01 03:02 eval_success Lite evaluated: Mild positive (0.20) - - 2026-03-01 03:02
eval
Evaluated by llama-4-scout-wai : +0.20 (Mild positive) reasoning ED tech news with slight rights lean
2026-03-01 03:00 eval_success Lite evaluated: Mild positive (0.10) - - 2026-03-01 03:00
eval
Evaluated by llama-3.3-70b-wai : +0.10 (Mild positive) reasoning Tech news with slight rights concern