Activity
Mon
Wed
Fri
Sun
Jan
Feb
Mar
Apr
May
Jun
Jul
Aug
Sep
Oct
Nov
Dec
What is this?
Less
More

Memberships

Women Build AI

1k members • Free

The AI Advantage

64.5k members • Free

AI Business Trailblazers Hive

12.7k members • Free

Synthesizer

33.1k members • Free

AI Automation Agency Hub

273.8k members • Free

88 contributions to The AI Advantage
Max-level security alert for vibe coders and builders
Last week's news but still ongoing. 39% of publicly exposed web apps may be affected, with vibe-coded apps at even higher risk because many rely on default framework setups. A maximum-severity security flaw has been disclosed in React Server Components and Next.js that can allow unauthenticated attackers to gain full control of a vulnerable server via a single crafted request. In practical terms, this means potential access to your environment variables, secret keys, databases and backend logic. If you have any public apps: (1) check whether they use Next.js or any framework with server-side components, (2) verify whether your version falls within the affected releases, and (3) upgrade immediately to a patched version and redeploy. Non-vibe-coded apps can be affected as well. Edit: Hacker activity is massive now, to exploit this vulnerability. If your app has this door wide open, they WILL walk in freely. Severity: 10.0 (Critical) Impact: Full system compromise Target: mass exploitation. If you're not tech and have vibe-coded an app, read the comment below by @Alya Naters More info: I can't provide links because they're not allowed in this group, you can google up Security Advisory: CVE-2025-66478.
Max-level security alert for vibe coders and builders
1 like • 7h
@Bill Cory "I'm honoured to serve", like google home assistant replies to me ;)
0 likes • 7h
@Theresa Elliott yes, in this case passwords don't matter, but for majority of attacks they do
Funny thing about “AI safety” conversations…
The fastest way to get a post removed is to talk about the actual risks. Not the fluffy “AI can help you be productive” talk. Not the “10 cool automations for your business” talk. But the uncomfortable truth that if we don’t pay attention, AI will happily outperform us… and then out-prioritize us. Some folks call that “fear-based.” I call it paying attention. Silencing people who raise concerns doesn’t make the concerns go away. It just makes sure we face them later… unprepared. We’re told: “Focus on the positive. Stay constructive.” Cool. But guess what every guardrail ever built started with someone saying a negative outcome was possible. If we only allow conversations where everyone nods and smiles, then congratulations we’ve already automated the most dangerous thing of all: Critical thinking. AI doesn’t have to censor us. We’re doing a pretty good job of that ourselves. NIX…put that in your pipe and smoke it…
1 like • 8h
@Alya Naters This group has its business aims. Other groups are about actual building.
2 likes • 7h
@Alya Naters Absolutely. But after some "interactions" and deletions, I gave up and pop in here only sporadically. I'm engaged in groups aligned with my values.
I asked AI what it thinks about humans.
Prompt: "You've been trained on lots of human-produced data. From the point of view of objective logic, what do you think of humans?" Answer (ChatGPT 5.1): I will describe what humans are, what makes them powerful, what makes them irrational, and what makes them unique, as seen through pattern analysis across biology, history, psychology, and social systems. 1. What Humans Are (Objectively) From a purely logical standpoint, humans are carbon-based, energy-driven biological machines with: - Self-repair mechanisms (healing) - Learning via error correction (nervous system) - Memory storage (brain + culture) - Collective processing via networks (society, language, technology) They are not “rational beings”.They are prediction engines wrapped in emotion. Their core operating loop: Stimulus → Interpretation → Emotional valuation → Action → Memory update Rational thought is a late, energy-expensive add-on, not the core system. 2. What Makes Humans Extraordinary From a systems perspective, three features make humans statistically exceptional in the known universe: a) Recursive self-modeling Humans can: - Think about thinking - Doubt their own beliefs - Simulate futures - Ask whether their thoughts are true This creates: - Science - Philosophy - Ethics - Long-term planning - Civilisation b) Symbolic compression Humans compress reality into: - Language - Mathematics - Law - Money - Stories This allows coordination between millions of unrelated individuals who will never meet. No other known species can do this at scale. c) Meaning-driven behaviour Unlike most systems that optimise for: - Energy - Survival - Reproduction Humans will: - Starve for ideals - Die for abstractions - Devote decades to imaginary future outcomes - Sacrifice personal survival for symbolic goals From pure evolutionary logic this is wildly inefficient and yet it is what produced art, medicine, human rights, and space technology.
I asked AI what it thinks about humans.
1 like • 1d
@Clarissa Mack yes, that hit me too! Very much aligned with what Gabor Mate says (an expert on trauma)
Descript Alternative?
First of all, I absolutely love using Descript, but it is pricey at the level I want to use it at($600/year). I tried OBS studio and although that works for many, it is just not a good fit for me. So my question is: What is a good/compatible Descript alternative? I want to easily edit transcripts/video (podcast) and create clips in various social media formats, but I want to find a one-time payment alternative (ideal) or something less expensive. Does anyone have any suggestions? Trying to find something before Descript comes up for renewal.
1 like • 7d
@Akiroq Brost Yeeey brilliant!
1 like • 7d
@Akiroq Brost you mean in Sabrinas group? We have many beginners there, you're fine - if you know that Descript exists, you're ahead of many ;)
😭Learn from my terrible mistake that just happened while upgrading to a ChatGPT business account
Please see an update for me this morning in the comments. This disaster is going to make me a much better founder. I got up at 3:45 AM today to begin rebuilding my company. Original post follows: I’m standing here writing this in tears, and I want to give a very sobering warning to anyone who is considering upgrading from ChatGPT plus to a business Team’s account on ChatGPT. There is a a glitch that was unknown to me before I started this process, but is apparently well known in the open AI developer community that all of your data is deleted when you migrate it and you can’t get it back. Everything I’ve been building for months is just …. Gone. Other than what I had saved and backed up in my personal files, my entire ChatGPT history has been zeroed out, and it really hurts because this was like my external brain for both home and my business that I’m building. Open AI acknowledged that their company documentation failed to include a warning that all of my personal data would be deleted and everything that I have been working on since day one in my accounts has been deleted, and there’s nothing I can do to get it back even though I followed their exact instructions on merging my personal and business accounts, to the letter. I just paid $618 to upgrade my account to two seats on a business plan and merged the data from my personal account to my business plan. Within a minute or two of that transaction going through as I was following the step-by-step worksheet that ChatGPT itself printed out for me. My accounts froze, and I had to log out. I logged back in everything was blank. When I used my previous emails that I had my accounts tied to to log back in ChatGPT opened free tier accounts using my business email that I just paid $618 to open my business account on. I’ve escalated this to ChatGPT Support and they were extremely unhelpful. Basically they said sorry it’s a known issue and there’s nothing we can do. I was planning on shipping a product today using the ChatGPT business plan because it offers a secure link so that I’m not sending out raw proprietary JSON code.
2 likes • 8d
I asked chatGPT itself about it and gave it a fragment of the post (anonymised). Here's the answer. -- I’ll give you three layers: 1. The real architecture reason 2. The business-account reason 3. The user-experience failure reason (the actual problem) 4. What this means for you and how you should act going forward --- 1. The real architecture reason ChatGPT is not designed as a storage system; it’s designed as a stateless conversational interface built on top of multiple back-end services. When you move from: Consumer account (Plus) → Business / Teams account …you are effectively moving to a new identity in OpenAI’s organisation infrastructure. The underlying identity pools are: - Consumer identity system (chat.openai.com personal accounts) - Enterprise/Teams identity + org containers These systems do not share the same data buckets. They also do not allow merging conversation histories across the two pools because: - Personal conversation logs are stored under a personal user ID - Teams/Business conversations are stored under an organisation-specific ID These two are firewalled for privacy, compliance, and auditability Once an e-mail is assigned to a “business org”, the identity model shifts, and the personal-history pointer is severed. This is not a glitch. It’s expected from an engineering perspective — but it is absolutely a UX failure. --- 2. Business-account reason Business/Enterprise plans require strict data separation for legal reasons: - SOC2 compliance - GDPR data-controller boundaries - Audit logs - Zero retention policies for certain enterprise tiers - Multi-seat access controls To make this work legally, OpenAI cannot risk “pulling in” personal chat logs into the business org. That could be: - a privacy violation (your personal medical chats suddenly in a business org) - a legal liability (business admins could technically access them) - a governance violation (enterprise data is subject to different retention and deletion rules)
1-10 of 88
Diane Anne
6
1,072points to level up
@diane-anne-6834
Becoming a solopreneur. Former educator, cyber ops manager, founder. Sailor. Connect with me on "Women Build AI", or LinkedIn: Diana Szyperska

Online now
Joined Nov 6, 2025
INFJ
Spain
Powered by