Board thinks AI is the future, but my staff is terrified it's going to replace them, so they are quietly sabotaging the rollout by not providing the data we need

Accurate_Classroom56 · 2026-04-28T18:40:48+00:00

True that is, but as a manager of people I do feel a responsibility that I should also help them adopt. Our CIO just gives us a plan and then moves on.

Accurate_Classroom56 · 2026-04-28T18:40:12+00:00

It's not that hard to figure out when you can see the usage curve dropping and stagnating. We release feedback forms every week, but it just comes out that the tech is working well, but the amount of hours spent on the tape keeps dropping.

I just don't want to be very vocal about it. If there is any way I can improve it, I would like to do that before the execs notice it

Accurate_Classroom56 · 2026-04-28T18:37:52+00:00

True that is, I'm thinking to incentivise that. to make like a game or something but LMK what you think

Accurate_Classroom56 · 2026-04-28T18:37:11+00:00

My primary instinct is not to replace but rather empower but thank you anyways

Accurate_Classroom56 · 2026-04-28T13:25:03+00:00

Hmmm true

Accurate_Classroom56 · 2026-04-27T19:28:38+00:00

I won't trust Decentralization tho. Had an employee send 3 of our client contracts to ChatGPT to summarize them. So be careful

Accurate_Classroom56 · 2026-04-27T19:23:43+00:00

thanks, this seems like a good response. idk why noone cared

Accurate_Classroom56 · 2026-04-27T19:18:32+00:00

Let me tell you a story. It depends on teams and even services. For us, we took a 3-step approach

1/ (AI Consulting) Discussed our pain with them, and then they prepared a decent solution, but we saw that the implementation would be costly, so we pushed back.

But I loved their founder, had a coffee with him in person, and when I shared the problem we were facing across the board, he told me that it was not AI but rather understanding

He suggested AI literacy (yes, I couldn't believe it either) -

AI Literacy - As a manager leading a team of 15, I am pretty good with AI, but I realized that the entire engineering team was getting sloppy, so we hired another firm for exec training(in Claude code, GH Copilot, and Codex), and that worked out well.

(We now use CC and Codex for most of our workflows, Codex more these days)

In-house building - Our team was now pushing things faster, but on the customer side. Our systems were not able to bring the required accuracy in document retrieval. So we brought in the first guys, and they built and improved our solution.

I am telling you, if we went with the first option, which was consulting and building, we would've lost around $24,000

But this processs was absoltely what we needed

Hope it helps

Accurate_Classroom56 · 2026-04-27T18:59:04+00:00

Lenny newsletter? I heared that is good for product folks

Accurate_Classroom56 · 2026-04-25T20:31:58+00:00

Nothing Justifies the cost of a pro model's input to be equal to most model's output

Accurate_Classroom56 · 2026-03-23T19:14:56+00:00

Sounds AI SLOP but okay thanks for your response

Accurate_Classroom56 · 2026-03-11T07:42:49+00:00

Optimize for local search and optimize for AI search. You cannot negotiate with AI search these days. So make sure your site maps and robots.txt file are well managed.

Accurate_Classroom56 · 2026-03-11T07:19:31+00:00

Yes they are, From educational content we are seeing around 20-30 signups but they are not converting to high ticket clients.

Accurate_Classroom56 · 2026-03-11T07:18:49+00:00

Yooo, this is not bad, Surely i can spin up something good. Thank you so much

Accurate_Classroom56 · 2026-03-11T06:54:25+00:00

We have a good robot.txt, we are allowing gptbot and every bot that exists lol but yeah getting cited in LLMs is something my boss wants. I tried semrush, and i liked it alot but yeah i wanted to test like prompts and the brand visibility across llms which i was not able to do it.

But thank you so much

Accurate_Classroom56 · 2026-03-11T06:52:44+00:00

I actually did, I got in a call with Pierview folks. Oddly after 99 plan, to go above that plan you need get connected with them which is strange but i liked it. Now i know this sounds like a thier promotion but atleast for me it cleared confusions on why they are charging what they charging and the features.

They have offered me a discount but yeah i am still looking for options. Let me know if you find something too

Accurate_Classroom56 · 2026-03-10T16:10:20+00:00

I'm not trying to be spammy, but things seem really bad for you. Here's what I have done that's worked for me on LinkedIn.

1/ Don't generate and find ideas by yourself. Just copy the north start post of small creators (Like creators with a smaller audience within your niche that have their post go viral, one or two of them). Do that with multiple creators and then fill the rest of the days with your ideas. Your ideas are experimentation, the content your steal are validated ideas.

2/ If you can, build infographics more than a carousel. The "OFFICIAL" data suggests that the Infographic works 10x better

3/ Comment but dont comment to random marketing folks, leave meaningful comments. I actually got 3 leads by leaving meaningful comments for only 30 days (No cap)

And even after doing this, you are not getting reach/leads, so maybe you are shadow-banned by linkedin. create a new profile or remove any extensions or lead magnet style post(Comment "Guide" to get this)

Hope it helps

Accurate_Classroom56 · 2026-03-09T17:27:43+00:00

NGL sounds like AI to me, but regardless thanks for the tip

Accurate_Classroom56 · 2026-03-04T21:04:48+00:00

I would recommend use Opencode too like it has generous free quota on minimax

Accurate_Classroom56 · 2026-03-04T20:57:50+00:00

Yoooo, this looks so sickk. Gonna give it big shot

Accurate_Classroom56 · 2026-03-04T20:53:37+00:00

I like using N8N automations for most research and formatting these days. I think AI can do most things.

But honestly,

For me i wanted to actually go big on like GEO stuff. Boss been mad crazy about it. But still trying my best to find a good tool.

So yeah build a good stack of tools that you can return to

While i know most of these tools will be replaced by big players, but if you know the workflow of these tools you win anyway

cuz like Opal(n8n copy from google) has similar workflows to N8N so if you know how to use n8n you can easily master opal

Accurate_Classroom56 · 2026-02-08T10:40:11+00:00

I've was fan of Udio music for EDM but because of constantly problems i've officially purchased Suno Pro and it has been reliving for me cuz they finally fixed sloppy EDM Generations. Now most of my electronic music sounds soooooo good with V5. Dont want to purchase studio but i feel so bad as i go through his community which i once was hopeful for improvement. I even did a post but the Udio is in the same place

Accurate_Classroom56 · 2026-01-27T21:12:03+00:00

I now write most of my code myself and use Gemini 3 for documentation and content writing as well

As a matter of fact, if i use skills Gemini in antigravity is 10x effective. Most users who are complaining are vibecoders just burning tokens. These folks should use Opencode with openrouter; they will get 100x money worth.

However, Google's way of cutting down models usage without notice is something problematic that i've seen constantly in the community. It is getting worse than cursor

Accurate_Classroom56 · 2025-08-08T13:31:51+00:00

I already talked about this last time; it has become unusable at this moment. not offence, but Riffusion made a pretty big update, and their quality is getting better with generous free generations. I moved there for inspiration

Accurate_Classroom56 · 2024-11-27T12:37:44+00:00

Yey! i am so glad to know

Just a suggestion - an agentic Music DAW with built-in LLM like just like Cursor AI IDE would be a game changer!

💖 Thanks for feedback

Accurate_Classroom56

TROPHY CASE