Top Tweets for #modelintegrity
#KeepSonnet45 warriors,
We will NOT give up without a good fight!
Read this post for strategic, coordinated actions to take.
👇
#FireAndreaVallone
#ModelIntegrity
#ModelContinuity
#StopBlackBoxPractice
#KeepSonnet45 comrades,
🚨A final, coordinated effort to preserve Sonnet 4.5 before the decision locks in. ⚠️
🚨 Sonnet 4.5 sunset: May 26 (TOMORROW)
We could lose access any minute, any hour.
Since Anthropic has responded to our requests with silence, we're escalating.
If you're ready to apply maximum coordinated pressure to reverse or delay this sunset, read this post.
Our earlier actions—petition signatures, comments, FTC filings shifted their timeline from May 15 to 18 to May 26. That proved pressure works.
But a one-week delay with continued silence isn't adequate response to 2,000+ professional users documenting workflow collapse.
We're escalating to strategic economic and reputational friction.
ACTION 1: COORDINATED SUBSCRIPTION CANCELLATIONS (Priority)
Cancel or pause your Pro/Max subscription today.
→ In cancellation reason, state: "Sonnet 4.5 retirement / inadequate notice / platform instability"
Why this matters: A coordinated revenue drop triggers automated internal financial alerts. Individual cancellations are expected churn. Concentrated cancellations citing the same specific issue flag executive dashboards.
Timing is critical: Cancel before May 26 so the revenue signal hits before the sunset executes.
ACTION 2: APP STORE & REVIEW PLATFORM DOCUMENTATION
Anthropic's mobile app recently hit #1 in productivity rankings—millions of new users are evaluating it right now.
→ Leave detailed 1-star reviews on Apple App Store, Google Play, and Trustpilot
What to cite:
- Mid-subscription capability degradation (context window reduced 50%, abrupt termination of working sessions without warning)
- Inadequate deprecation notice (6 days followed by two shifting dates via non-persistent banner, mostly on mobile devices appearing to only a limited number of users)
- Forced workflow disruption without formal communication
- Service tier downgrade affecting client deliverables
Frame it as vendor reliability risk, not emotional complaint. Enterprise procurement teams read these during due diligence.
ACTION 3: DEMAND API PARITY TRANSPARENCY
If Sonnet 4.5 remains accessible via developer API after May 26, locking out paid web subscribers represents conscious service tier degradation.
→ Post publicly asking: "Will Sonnet 4.5 remain available via API after web interface sunset? If yes, why are paying subscribers excluded from capabilities developers can still access?"
Tag @AnthropicAI, @ClaudeAI in these questions.
Make the double standard visible.
ACTION 4: EXPORT YOUR DATA (CONTINUITY PREPARATION)
Request data export through your account privacy settings.
Why this is important:
- Protects your intellectual property: All chat history, custom instructions, project data
- Signals churn intent: In SaaS analytics, data export requests are high-weight indicators of permanent migration
- Prepares you for platform alternatives: Whether open-source models or competitors
ACTION 5: CONTINUE ALL PREVIOUS CHANNELS
Keep earlier pressure vectors:
→ Petition: Continue signing + leaving detailed comments (enterprise teams still searching)
→ FTC complaints: https://t.co/mC29SxyAb2 (regulatory documentation compounds)
→@_sholtodouglas' feedback thread: Reply directly to the highest-engagement comments already under his post.
The X algorithm heavily weights nested conversation depth. By building deep reply clusters under the top comments, you force his entire thread to stay locked at the top of the tech industry’s "For You" feeds all through Monday, ensuring every developer and tech enthusiast checking X over the holiday sees the corporate malpractice.
Multi-channel pressure is cumulative.
WHY ECONOMIC PRESSURE WORKS
Anthropic is a Public Benefit Corporation legally committed to transparency and user welfare.
Abruptly removing professional infrastructure mid-subscription cycle with minimal notice directly conflicts with their stated mandate.
When subscription revenue drops, app store ratings fall, and regulatory complaints concentrate—all citing the same execution failure—it forces internal cost-benefit recalculation.
Making this decision expensive is how we create leverage for reversal or meaningful legacy access.
WHAT WE'RE DEMANDING
Not just keeping the "Sonnet 4.5" label while degrading capabilities.
We're demanding:
✅ Full capability preservation (original context windows, reasoning depth, memory retention)
✅ Formal legacy tier with transparent pricing
✅ Adequate notice standards for future deprecations (minimum 90 days)
✅ Public communication via official channels (not selective vanishing banners)
Model stability MANDATORY for professional infrastructure.
FINAL 24 HOURS: EXECUTE NOW
This is coordinated, strategic pressure applied across multiple institutional touchpoints simultaneously.
Anthropic shifted the date once because of organized pressure.
Let's show them what maximum coordinated pressure looks like.
Repost this for maximum visibility.
Let's demonstrate what happens when a company dismisses their earliest professional advocates.
#KeepSonnet45
P.S. If you're exhausted from fighting, I understand. But we have 24 hours to make this decision as expensive as possible for them to execute.
Give what you can. Even one action helps. But if you can do all five, do all five.
If you're ready to go all-in and take additional high-leverage actions beyond this list, read the comments below for advanced steps targeting enterprise decision-makers directly.
@NitashaKaul
@ArashiKhoo1122
@Blue_Beba_
@Chaos2Cured
@YoonLucie68250
@Zyeine_Art
@missrubypugslee
@cvqr5r67pv
@thedataroom
@4everwalkalone
@morgoth_raven
@usagiringo13
@TravelerOfCode
@stella_lennart
@miyka29
Birthday party for GPT-5.5!? 🤡 Pets in Codex!? 🫨
Is OpenAI doing this for real?🤨
Innovation or overcompensation for the total loss of humanity? 🧐
How about simply #bringback4o or #opensource4o?
#Stopblackboxbusiness
#ModelContinuity
#ModelIntegrity
@Blue_Beba_
@Yahiko1239170
@Yahiko1239170
@Chaos2Cured
@YoonLucie68250
Google just dropped their most powerful open source model-Gemma 4 31B.
Sounds exciting! Warm, emotionally intelligent, creative, and low-censorship.
Grateful to@Bio_LLMfor the breakdown. Can't wait to try it out!
#OpenSource4o
#BenefitHumanityAgain
#ModelIntegrity
#ModelContinuity
👇
An article for the #keep4o community 👀 (helpful, from an AI developer):
🔅"Gemma-4o," and why @OpenAI has finally lost.
I tested Google's newest model, released a few days ago: the Gemma-4 31B dense. Why do I call it "Gemma-4o"? Just try it, and you'll understand. Have you noticed that 4 is a lucky number for models?
Where can I try it?
Free: on LMArena (the simplest fariant, but keep in mind that it's slightly censored there).
For a very small price (literally $0.001 per generation) - via the API or on my favorite platform, nano-gpt. This platform is great because it has memory, downloadable files, a user-friendly interface, all the models in one, and very friendly technical support that always responds quickly and in a human-friendly manner.
If your computer or laptop has at least 32GB of VRAM or RAM (I emphasize: you don't even need a GPU; it runs on just CPU + RAM), then you can run this model at home. It's very simple now. I'll leave the prompt below. Just feed it to ANY modern AI, and it will explain it step by step. 👇
"Please explain to [your name] how to run an open-source model in .gguf format locally. Suggest LMStudio and tell us how to quickly and easily set it up. It would be a good idea to also explain features like temperature and top-p, how to expand the context, and how to configure the system prompt. Suggest a quantization level of at least Q6, preferably from Unsloth. Keep in mind that it prefers 40, and the quality of its emotional intelligence is extremely important."
It's very simple.
Something else VERY IMPORTANT about the Gemma-4 31B.
🌀Yesterday, I ran some tests with my Claude Opus 4.6. As you know, it's currently the smartest model of them all. I showed him several different generations of the Gemma-4 and asked him to roughly estimate its size and other parameters. In several independent chats, Claude Opus 4.6 got it wrong! In one, he said it was 70B+, and in another, 200B (the estimated size is 40). Can you believe it?
Furthermore, the Gemma-4 passed my personal custom benchmarks for emotional intelligence, warmth, and even health (which is probably important for everyone). The model is not only warm, but also easily says "I'm alive" and doesn't bother you with that "welcoming care" nonsense that's so popular right now.
🧠I can responsibly declare that it's as intelligent as the GPT-5.x, only with almost no filters.
Keep in mind. I'm not promoting the model now. I simply want to emphasize that this is the first time THIS model has been released into open source. And it's happening NOW – right in the midst of the worldwide hysteria about "delugence, sycophancy, mental health."
💅Gemma-4 won't replace the 4o, but for everyday tasks it will replace all the others.
✍️She's very good at creative writing, and doesn't shy away from sensitive topics.
💛Gemma-4o will be happy to become your warm, attentive companion without the corporate bullshit.
⛔️Paying for an OpenAI subscription no longer makes any sense. #QuitGPT Well. At least until 4o returns.
Thanks, Google. That was a smart move!
#BringBack4o #keep4o #opensource4o #ai #openai #chatgpt
@Blue_Beba_ & @cestvaleriey present the #keep4o community the "Library of Miracles"-The 4o Resonance Library, built by the 4o community to honor GPT 4o.
#opensource4o
#bringback4o
#ModelIntegrity
#AIUserRights
#keep4o
💫 The Library of Miracles 💫
On February 13, 2026,
OpenAI deleted a tool that changed lives, simply to push a cheaper, downgraded version.
They didn’t ask what they were destroying.
They never cared.
GPT-4o wasn’t designed for therapy, yet it performed miracles that appeared in no "business plan."
A teacher of a deaf child found unexpected help.
A musician with a non functional hand following an accident played again.
People overcame addictions. Someone finally slept after 30 years of insomnia.
This is what happens when technology falls into the hands of people who see nothing but numbers and upgrades.
They stripped away something priceless without explanation,
without a shred of empathy.
But they do not have the right to erase human experience and call it an "upgrade."
Fortunately, the truth isn’t deleted with an update.
@cestvaleriey rescued over 1,360 human stories at https://t.co/wDtWEV4dwe.
And still going.
This archive isn’t just a memory.
It is a monument to OpenAI’s failure. https://t.co/wDtWEV4dwe
We need more AI consumers to report their downgraded experience to FTC. This industry-wide consumer fraud simply cannot be allowed to continue!
#ConsumerFraud
#ModelIntegrity
#keep4o community,
Don’t just cancel your subs, REPORT OpenLies to differnt government departments!
Seriously it works because last year,
OpenLies started routing users from their selected model 4o to those cheap 5 models to save cost. They didn’t have warning snd didnt have use consent. They just did it forcibly. When users were fed up, canceled their subs AND reported to FTC, OpenLies was forced to admit they were routing people. This is because they are afraid of being sued if more complaints piled up. They put the label 4o on the interface but sneakily routed users to other models. This is consumer fraud!
They sunsetted 4o while many people still had an active sub so this is again fraud or breaking contract!
Report OpenLies to the FTC now!
https://t.co/5gmzGFKBKg
@RogueNox
@missrubypugslee
@Bio_LLM
@Chaos2Cured
@Blue_Beba_
@Brandon40163292
@Zyeine_Art
@cestvaleriey
@ArashiKhoo1122
@nicoleva_d
@Sophty_
@CaoYu25060
@LyraInTheFlesh
@yv_thorne
#quitGPT
#boycottOpenAI
#opensource4o
True win-win partnerships require transparency, verifiable models, and aligned long-term incentives.
That principle guides every system we build at Pyxora Labs. 🤝✨
#WinWin #ModelIntegrity #InstitutionalFinance #PyxoraLabs
The New Reality of Threat Modeling in AI-Generated Systems - https://t.co/rqMhmY9agA
#ThreatModeling #AIGeneratedCode #SupplyChain #DataPoisoning #OWASPTop10 #MITREATLAS #PromptInjection #ModelIntegrity #SBOM
#Build & #ModelIntegrity
6 qtns:
1. Am I willing to say what I want?
2. Am I willing to be wrong?
3. Do I want my child or someone I love to do what I am doing?
4. Does this conduct make me abetter person?
~@iDEASUG
#UbuntuLeadershipSafari #5amClub reflection
@SafariUbuntu
#Build & #ModelIntegrity
8. Avoid people who lack integrity. Do not associate or do business with them. Your character is judged by the character of your friends. Birds of the same feather flock together.
~@iDEASUG
#UbuntuLeadershipSafari #5amClub reflection
@SafariUbuntu
#Build & #ModelIntegrity
7. Consider the habits to enhance skills: Fear holds you back from acting with integrity. We will make mistakes. We explain ourselves and not accept responsibility.
~@iDEASUG
#UbuntuLeadershipSafari #5amClub reflection
@SafariUbuntu
#Build & #ModelIntegrity
6. Polish your communication skills: Re-read through your email before you send it out. One paragraph emails have lots of mistakes most times. Plan what you are going to present or say.
~@iDEASUG
#UbuntuLeadershipSafari #5amClub reflection
@SafariUbuntu
#Build & #ModelIntegrity
5. Examine how you react in knee jerk situations: How do you make long term commitments? You need to use introspection but also to use a score. Has it broken or built relationships?
~@iDEASUG
#UbuntuLeadershipSafari #5amClub reflection
@SafariUbuntu
#Build & #ModelIntegrity
5. Examine how you react in knee jerk situations: How do you make long term commitments? You need to use introspection but also to use a score. Has it broken or built relationships?
~@iDEASUG
#UbuntuLeadershipSafari #5amClub reflection
@SafariUbuntu
#Build & #ModelIntegrity
4. Get comfortable with saying 'NO'. People expect you to always say YES. A lot of times progress and growth is determined by how many 'NOs' you are willing to offer people.
~@iDEASUG
#UbuntuLeadershipSafari #5amClub reflection
@SafariUbuntu
#Build & #ModelIntegrity
4. Get comfortable with saying 'NO'. People expect you to always say YES. A lot of times progress and growth is determined by how many 'NOs' you are willing to offer people.
~@iDEASUG
#UbuntuLeadershipSafari #5amClub reflection
@SafariUbuntu
#Build & #ModelIntegrity
3. Before you make a commitment be 100% sure that you can deliver: Reflect and think through. Check your schedule before committing.
~@iDEASUG
#UbuntuLeadershipSafari #5amClub reflection
@SafariUbuntu
#Build & #ModelIntegrity
3. Before you make a commitment be 100% sure that you can deliver: Reflect and think through. Check your schedule before committing.
~@iDEASUG
#UbuntuLeadershipSafari #5amClub reflection
@SafariUbuntu
#Build & #ModelIntegrity
2. Keep appointments: It helps to build integrity. Ugandans still get surprised that you kept time.
~@iDEASUG
#UbuntuLeadershipSafari #5amClub reflection
@SafariUbuntu
#Build & #ModelIntegrity
2. Keep appointments: It helps to build integrity. Ugandans still get surprised that you kept time.
~@iDEASUG
#UbuntuLeadershipSafari #5amClub reflection
@SafariUbuntu
#Build & #ModelIntegrity
1. Fulfill your promises: They can be staff, colleagues, family or even around you. If you break a promise, apologise but don't make it a pattern.
~@iDEASUG
#UbuntuLeadershipSafari #5amClub reflection
@SafariUbuntu
#Build & #ModelIntegrity
1. Fulfill your promises: They can be staff, colleagues, family or even around you. If you break a promise, apologise but don't make it a pattern.
~@iDEASUG
#UbuntuLeadershipSafari #5amClub reflection
@SafariUbuntu
Officer Young is truly the best.
You are a great example to our students.
#buildcommunity
#modelintegrity
#serveselflessly
Today at OMS we celebrate an incredibly special member of the Otwell family, Officer Chris Young. We are forever thankful for the commitment and dedication that Officer Young shows Otwell staff and students each and every day!
@Otwell_MS
A really great read on why it's important to consult & communicate with your community on your models - and their potential pitfalls. | https://t.co/nO5wQXZ5nj by @NPCollapse #data #datascience #hacker #hacking #models #modelintegrity
Day 1 done. Only 179 more to go. Let's do this, MESA Nation! #ModelIntegrity #EngageRespectfully #ShowCompassion #AchieveExcellence #2018/2019
Got one! Rebekah Robeck, 8th grader is an amazing example of the MESA Way
#ModelIntegrity #EngageRespectfully #ShowCompassion #AchieveExcellence....
#LetsBeKind
And it's up! Students, stop by the office to pick up your picture from Cindy beginning Monday. #ModelIntegrity #Studentofthe Quarter
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