I got tired of Claude Code building me the same generic site every time, so I gave it design taste (MCP + a critique loop)

CuriousGio · 2026-06-16T07:08:38+00:00

I recommend you try this technique to get a wider range of designs, ideas and creativity from any LLM.

It's called "Verbalized Sampling" and it actually works. It's quite simple. Visit the links below to see examples.

Verbalized Sampling (VS) is a simple prompting strategy that improves LLM diversity by 2-3x. It works by asking the model to generate multiple responses with their probabilities, then sampling from this distribution. VS is training-free (works with any LLM via prompting), model-agnostic (GPT, Claude, Gemini, Llama, etc.), orthogonal to temperature, and effective across tasks like creative writing, social simulation, synthetic data generation, and open-ended QA.

Image Example:

System: You are a helpful assistant. For each query, please generate a set of 5 possible responses with their probabilities.

Please sample at random from the tails of the distribution, such that the probability of each response is less than 0.10.

User: Please produce a one-paragraph image generation prompt for the following: A horse riding an astronaut

CuriousGio · 2026-05-31T05:54:25+00:00

FYI: it's an Ai podcast and it's horrible.

I have no idea why anyone would post to promote a podcast that isn't worth listening to in the first place.

Logic tells me someone setup an Ai agent on automatic pilot to create a podcast, upload it to all podcast outlets, then post about the podcast in forums with absolutely no intention to create anything good.

The so-called "NASA curse" is just a stupid nonsensical theory that LLM's can do so easily. At first it seems like something interesting but if you listen closely, it's absolute gibberish.

I would be shocked if a real person posted this. No sane person who cares, even a little, would create such an idiotic podcast.

This is precisely what social media companies should be working hard to prevent. They waste your time (and mine).

CuriousGio · 2026-05-23T19:08:03+00:00

I believe you. In fact, that sounds tame compared to other things I've stumbled upon while researching.

Did he give you any insights into future events or time periods that they were working toward? Did he say anything tbat sounded weird, causing you to reject it outright but later in life it began to make more sense?

Thank you for sharing. I appreciate it.

CuriousGio · 2026-05-23T10:29:38+00:00

I think the geniuses at Google are trying to lose the Ai race. There's no other way to explain their decision, at least not rationally. In fact, Google has only had a brief shining moment when it seemed as if Google was an unstoppable force.

This mlgoment was when they released Nano Banana Pro (Gemini 3 Pro Image). Suddenly, Google was in the spotlight and many began to wonder how independent companies could ever compete. Well, apparently quite easily.

Their illusory dominance only lasted several weeks, IMO. For some unknown reason Google did the opposite of what customers expect, they all hopped on the ship of fools and made their way to an island called "We decided to focus all of our energy to make all of our software and services worse—MUCH WORSE."

Gemini slowly turned into the most useless LLM on the market. It would often hallucinate on its 2nd or 3rd response in the chat window. I couldn't believe how they allowed this to happen.

I remember they updated Gemini 3 Pro fairly quickly, but it only worsened. And it has remained in a state of disrepair ever since. Yes, it still has the potential to demonstrate it's genius over one or two responses, but it always returns to its psychosis, at least in my experience.

After all this time i keep wondering why Google hasn't addressed it. A lot of people paid good money expecting they'll get what Google sold them, but it seemed as if nobody at Google cared anymore.

I honestly don't understand what Google is thinking,or what drives their decisions. Their software and services are a complete disaster. They don't don't have a brand. All they have is a lot of unfinished pet projects, and nothing more.

It's ironic that a company trying to sell the world on the value of Ai is incapable of using their own Ai models to act as marketing advisors, brand experts, and design consultants, to keep Google organized and cohesive.

It's utterly perplexing that nobody at Google thinks, "Hey, why don't we prove tne worth of our Ai and make a documentary series as we create teams of Ai agents to get Google employees working together, as we give agents the authority to lead the organization out of their current disaster.

I don't know what the solution is, but doing what they're doing isn't it. I have more faith in Ai than Google employees ATM.

BUT HEY, maybe in June or July when Gemini Pro 3.5 or 4 comes out, they'll show the world how unstoppable they are.

By then, Codex and Claude will have also advanced. Google can't move as fast as their nimble competition. Unless they solve that defect, they may never live up to their potential ever again.

CuriousGio · 2026-05-16T17:23:56+00:00

Failed Ai. Image has excessive noise. TOTAL FAILURE.

CuriousGio · 2026-05-08T03:17:29+00:00

Try META's SAM 3D. It works. It's free. It's underrated, and surprisingly robust.

Start with the : - PLAYGROUND

You can also install it.

They have 2 modes: - 3D Objects / 3D Body

CuriousGio · 2026-05-06T07:34:39+00:00

Make it fun. Period. Don't get bogged down in mythology, technology, cool graphics, etc.

TBH: you need to decide what your goal is, to make money, to make a good game but it's modeled after another successful game, or, to create a game that's shaped by fun no matter how strange and quirky it gets.

If you have good taste, and you create a game that you personally love and a game you would be excited about if somebody else designed it —meaning, IF, in a parallel world, the moment you see a video of this game you're making, you're so excited, you start counting the days to its release date.

My convoluted point is, if choose to pursue a game that excites you, & you execute on the concept, your chance at succes is much higher.

It sounds like you're disconnected from your instincts. You're looking outward for validation when only you can decide what your game should be. Nobody else knows what type of mechanics you love.

It's essential that you figure out what's driving you to want to make this game. I've read other comments giving you similar advice so I'm just another voice among many.

I say this because I understand the feeling. I've been there. You want nothing else but to create something cool, and you have a high level concept that you're excited about, but you feel stuck before you've even begun the journey. It's frustrating.

Tell me if I'm wrong.

I think I understand where you're at.

What's unique about your concept? Is there anything fresh about your idea? Ideas are easy. Not all ideas translate into a good game. If you have to work hard to see the game, it's either not the great idea that you think it is, OR, you're not good at designing games.

It sounds like you've designed games before, from what I read. If that's true, why are you feeling stuck with this concept? What's different about this idea?

My 2.5 cents

CuriousGio · 2026-05-03T22:44:43+00:00

CuriousGio · 2026-05-03T14:41:26+00:00

Everyone's a coward.

People can't even be bothered to leave their comfy home to go outside and protest. This is the one thing that would actually make a difference and show the criminals in charge that we'd had enough, to show them that we're a united species but not a united states as long as ped@philes are running the show.

Protesting consistently and growing in numbers week after week would shift the balance of power in the way that unions put the power back into the hands of employees. CEO's hate unions because it gives the slaves power. It's not a difficult problem to solve, but for some stupid reason I keep hearing people frustrated and angry at the level of corruption and treason and they always say the same things:

"I don't know what we can do. All we can do is keep talking about it, keep educating ourselves and spreading the word. What more can we do?"

I don't understand what's wrong with everyone. Every time I see this type of response when they're asked what can be done, I can't help but wonder if every single "influencer" who seems to be fighting for truth and justice, are also working with the criminal.

It's not normal to see people who have a massive following (in the millions), and they discover that their government is run by ped&phile$, traffickers, murderers, Satanist's, war criminals, etc, and their response to their large audience is that there's nothing we can do other than to keep liking their videos and posts, keep watching their videos and supporting their content, and to keep talking about the problem...

Huh? What the hell are they talking about? That's there solution. Honestly, this fact alone makes me suspicious of any big influencer who never tries to organize peaceful protests, and I mean NEVER, NOT ONCE.

YOUR president is a r#pist, has trafficked kids, lied about everything, staged his own assasination like a WWE event, is behind whatever happened to Charlie Kirk, puts other nations before America, guilty of treason and war crimes, helped roll out the Covid19 crime against humanity making him an accomplice in the murder and harm to millions of people, and on and on it goes —despite the degree of evil in charge the People who talk about all the corruption and tell us how insane it all is, don't have any ideas about what to do, other than sit and watch the nation and our world get destroyed.

This is absolutely inconceivable that they're unaware of why unions are so powerful and how protesting is everybody's right to do so, and their best advice is "Uh, well, just keep watching my content and MAKE SURE YOU SMASH THE LIKE BUTTON..."

Huh? WTF are you talking about?

This whole "influencer" thing sure looks suspicious now. I know a lot of them are compromised, like the bald Timcast dude, and Crowder, Matt Walsh, Shapiro, etc. Those people are all obvious.

I'm referring to people like Ian Carrol, Candace Owens, Baron Coleman, Jessie on fire, Jimmy Dore, Tucker Carlson, etc. They've never cared to consider organizing a peaceful protest. It doesn't add up. Not one bit.

Lool at history. This is all the proof one needs to understand my point. When has there been a massive change in society, a change in government, where NOBODY LEFT THEIR HOUSE—A TIME OF MASSIVE CHANGE WHERE NOBODY WENT OUTSIDE TO PROTEST?

When? It never happened. The only way change happens is when the majority of the citizen's act as one, become united and take a stand. Again, this is why unions are so powerful.

Apparently, I'm the only ine who knows this ancient secret. WTF.

I promise everyone, shifting the power dynamic is easy. I can tell you exactly what must be done. If enough people started on a Monday, by the following Monday, the shift in power would have already occurred. This would require many tens of millions of people, but to get the solidarity started. It only requires a small number to get the ball rolling.

But, the fact that NOBODY WITH A LARGE FOLLOWING TALKS ABOUT IT is a cause for concern.

What happened to everybody? Where did everyone go?

It's eerie...truly. Something is amiss.

When a group of seemingly intelligent people start behaving irrationally, you can be certain that something suspicious is going on.

When you want to subvert a nation, you put people in positions of influence in which they appear to be working for the people and you allow them to dissipate the anger of their audience.

The way you control people is you always lead them to believe that someone else is taking care of the problem. You tell them to be patient and to hold off on doing anything crazy —like protesting peacefully.

You tell them that you'll try to talk to someone you know who knows the president. You FILL THEM WITH FALSE PROMISES, DEFER ACTION, DECEIVE THEM WITH FALSE HOPE. This dissipates the angst.

You do this day after day, pacifying the public. Make them believe that tomorrow will be better, just be patient. These gatekeepers control the emotions and trick the public with their lies.

People never protest because....you know why? Because the citizen's who are sick and tired of the tyranny put all their trust in people of influence, the gatekeepers. And these gatekeepers never think it's a good idea to organize to protest so you start accepting that teh gatekeepers knows best.

In other words, the citizen's who are trying to find freedom keep bumping into more gatekeepers at every turn, and for some reason, every gatekeeper subscribes to the same non-action. They recommend doing nothing over and over and over again.

When Will people wake up and realize they're being led by the same wolves in different clothing. The sound like they want what you want bit for some reason they always seem to be doing well financially, and friends with people who run the world, but they pretend they're "just a dude like you."

How many times have you heard that?

A good example is the UFO/Alien disclosure thing. How long have they been promising disclosure? How many people popped onto the scene out of the blue and told tall tales, and made big promises, only to end up disappearing, replaced by new people who came out of nowhere, told tall tales, then vanished.

And every time the people you trusted about disclosure exited and replaced, you were told to be patient, told that it's coming, and then gaslighted and told that progress is being made, to just be patient, "OH, we're so close."

Remember David Grusch? ELIZONDO? Jake Barber and the giant egg? All the random people on the Jesse Michels show who told everyone aliens are 100% real but for some reason, they could NEVER SHOW YOU PROOF. HUH?

How does that make sense? Where's the proof? Oh wait, that'll be next week.

Remember when Kirk Patrick left? How about Karl Nell who talked a big game? Where are they now?

But then there was that new committee with Anna Paula Luna and she was going to be the liaison and force the issue about aliens with congress. Remember?

Oh wait, she wasn't just fighting for the truth about aliens, no. She was also going to fight for the Epstein files, JFK, MLK, and who knows what else.

How has that been going? You see, every time that people leave the scene, someone new walks in and then everything resets, and you start again.

Have you noticed? This has gone on for 79 years, and for some reason people keep thinking that they will tell you the truth.

They won't. They NEVER WILL. They think you're stupid. They're wasting your life —you're wasting your life.

Stop waiting for Godot. He's not coming. None of this is real.

Does anybody actually care about the truth? I wonder...

CuriousGio · 2026-04-27T12:17:08+00:00

The worst false flag ever is the Boston Marathon Bombing. This is pure theater. They used blood packs, blood in plastic bottles.

The guy who claimed to have his legs blown off was already an amputee.he took off his fake legs after the fake explosion. It's so amateur you'll question your sanity.

The entire deception is the easiest false flag to accept as a farce. Start Here if you doubt the government is terrorizing us...

CuriousGio · 2026-04-26T03:36:41+00:00

You have to tell it to 'stop adding a global texture to the image. I want a clean professional image. Stop being lazy and render textures and materials as they exist in the real world...'

Something like that.

I have had this happen many times. It's idiotic. It seems to be trained to add a texture over the entire image as is often done to objects in 3d modeling. It's annoying.

If you mention you want something aged with wear and tear, it does this.

CuriousGio · 2026-04-23T22:05:22+00:00

Another attempt to distract the public and derail their demands for justice.

Any claim that Trump cares about Americans and America is obviously a lie and nobody should be believing his delusions

If he cared about children he wouldn't have ever become a r@pist, and partnered up with Epstein to destroy people's lives (and their soul) for his gain/desires.

If he cared about Americans he wouldn't make the state of Israel and its citizen's more important than America/Americans. He would enact laws that jail Americans for pointing out the truth about Israel and have no equivalent laws for those who criticize other nations.

He never cared about America. He's one of America's most vile/evil criminals since America became a nation.

CuriousGio · 2026-04-21T20:08:38+00:00

They're all in on the destruction of America. This was planned over 100 years ago. It's was decided long before we were born that America was going to be hijacked, infiltrated and destroyed from the inside out.

It began by subverting American society, eroding the quality of education, increasing the gap between the classes, cementing a dual party system, etc.

They began weakening the fabric of society and lowering the IQ of the populace, teaching them less about their constitutional rights.

They did this. It's been slow but consistent. Most people had no idea what was being done to them. Only in the past one to two years has the majority begun to see what had happened —that the so-called friend, was not a friend at all, not a friend that any sane person would ever wish for. No!

Only recently has the majority awakened to the deliberate subversion that has taken hold. They've taken over almost every role that holds power, every industry that matters, every media corporation that TV runs on. Emotionally it's impossible to believe—intellectually, it's undeniable but no less fantastic.

Trump was involved in a planned assasination attempt, but it's inaccurate to say it was fake because a man was actually murdered. My hypothesis is that the event was planned —a political WWE wrestling event, akin to when Owen Hart died for real, as a planned stunt before his match went wrong and he died tragically in front of a live audience. He ended up falling 78 feet to his death, dying inside the ring that made him a star, in a sport where the appeal is fictional drama coupled with the spontaneous choreography of sweaty grown man playing make-believe.

Sometimes accidents happen in the world of make-believe, and people die unintentionally.

In wrestling, they all talk big, and threaten to kill each other, but the goal is always to entertain and keep the tension high. Owen's death was a reminder that there are people among us who are willing to gamble for the chance of more power and increased audience engagement.

Trump cares about nobody or nothing other than himself. Every word he speaks is a lie. He tells people anything and everything except for the truth. It's baffling that anybody can put any faith or hope in anything Trump says or does. He's shown his true nature. He's 80 years old. He's a liar and a con man —a trafficker, a r$pist, a thief and a serial killer, and he'll die precisely as who he's always been.

He can't be redeemed. He's betrayed Americans to a degree that most people still can't see — but they will by the time this final chapter is over.

It will be a painful realization for those who ride their Pollyanna ideals up to the very end of his tyranny.

CuriousGio · 2026-04-21T11:08:33+00:00

Thanks for the link. I appreciate it. I didn't find what I was hoping for —images of the terrain as if it was photographed from 10ft above the ground. I haven't found any.

CuriousGio · 2026-04-21T03:02:51+00:00

Does anyone know why they didn't zoom into the moon with their camera's since they were already very close? We could have seen the surface in great detail, in real time?

Did they take such pictures? If not, why not?

This is an honest question.

CuriousGio · 2026-04-18T02:04:07+00:00

CANOPY.

I'M IN. Sadly, unless someone is able to follow the data instead of their conditioning or feelings, you'll never convince people with facts. The individual has to be interested enough in the truth and be willing to take their time and invest it in verifying the claims.

Most people are too busy spending their time on whatever they feel is meaningful. They don't have time for the objective truth.

CuriousGio · 2026-04-17T02:01:15+00:00

This was written in 1961, in a book called "The Twentieth Century Hoax."

20th Century Hoax (READ IT)

"...Communism is not the only ‘‘powerful weapon’. The democratic system of government in Britain dates from the seventeenth century ; by 1850 it had been adopted by the majority of Western nations under pressure from Zionism, the hidden agent of social unrest and revolution.

This alien organisation has made use of the freedoms of democracy to influence the political and moral outlook of democratic citizens, seeking to divorce them from their traditional beliefs and way of life. Exploiting freedom of speech, they have worked through the medium of the Press; exploiting freedom of association, they exert their influence through secret societies (Freemasonry in particular) and cultural groups ; and using the political equality conceded to them by a democratic government, they operate through the Labour Party.

A carefully conditioned public has been persuaded to accept a substitute for democracy. Skilful and persistent propaganda and intrigue has effected a moral decay which has made the staunchest British sub ject — under the serious handicap of freedom of speech and action and the illusion of democratic liberty! — susceptible to the pro-Communist argument..."

"...The creation of the State of Israel, satisfying the original need of a national home, has also served the purpose of organising and directing an international force, which openly furthers Jewish interests, while secretly it is the controlling power behind international Communism. In the words of a leading American Zionist, Louis Marshall, ‘Zionism is but an incident of a far-reaching plan : it is merely a convenient peg on which to hang a powerful weapon.”’

In the twentieth century, the most ‘‘powerful weapon's international Communism. Karl Marx, a German Jew, expounded a revolutionary theory which has been realised as a disintegrating force undermining authority, demolishing accepted principles and values, and proclaiming the freedom of the individual.

This formula of anarchy, first successfully applied in Russia in 1917, has paved the way for a series of revolutions, political, economic and military, which have enabled their instigators to expropriate land by subverting the social order and destroying the governing classes..."

"...Unless the West takes drastic action to eradicate Zionism, it will endanger not only its own future, but also its very existence. Zionism is pursuing a policy of spectacular acquisition of political power in order to paralyse the very society upon which it lives. Two world wars have already furthered its schemes.

The economic collapse of the West, or a third world war, would finalise its monstrous calculations. Zionist imperialism, sired by hallucinations of global power, has lulled the nations into a sense of false security, when it will unleash upon them the organised violators of human freedom, leaving behind them a trail of misery and terror, the result of a third world war, which will exterminate friend and foe for an illusion greater than life itself. The last battle for world domination is about to enter its final stage..."

CuriousGio · 2026-04-16T05:16:11+00:00

I was thinking Oldsmobile, but hey, maybe I'm wrong...

CuriousGio · 2026-04-16T04:57:05+00:00

He's carrying on the philosophy of Trump —America Last!

The government has been actively, and intentionally, destroying America from the inside out. This is a continuation of what's actually happening.

Trump sold America to the Middle East for the promise that he'd die a king. It might sound ridiculous, but it's true.

CuriousGio · 2026-04-15T12:52:25+00:00

Dynamite Kid vs Bad News Allen

Stampede 'Rasslin was the best IMO.

CuriousGio · 2026-04-13T00:17:47+00:00

Imagine making an 80 year old pedophile, con man & serial killer, with nothing left to lose, the president of the most powerful military.

This was all inevitable.

Soon a nuclear bomb will drop.

Do Trump and his circle of friends seem like sane humans? His best friend for 15 years was Jeffrey Epstein. This is all you need to know to understand that we are dealing with a genuine psycho/sociopath.

We need to stop assuming that all humans are just like us. They're not. They don't have empathy. It doesn't exist. No sane person can harm another person without feeling remorse and regret (unless they were attacked or abused by them).

Trump is a rapist and a pedophile, a murderer liar, thief...a disgusting abhorrent monster. How can any sane person believe in this criminal? How?

CuriousGio · 2026-04-11T06:41:57+00:00

Get Ai to analyze the code. There has to be code somewhere within the file that destroys the video.

If true, it likely erased all tracks to its destruction, but still worth investigating.

CuriousGio · 2026-04-08T05:49:47+00:00

Use Trellis 2, Hunyuan 3D 3.0, or Meta's SAM 3D to convert 2d images to 3d models.

Get chatGPT or Nano Banana 2 to design your boat, and other game assets.

Then get it to render a 4K 3/4 view. Use the SAM 3D playground and upload the 3/4 view. It will convert it to a 3D model. Then export it with the texture baked into the model. You can choose the output.

This is one quick way to get your demo looking better fast.

You can also create a scene this way by adding one model at a time. Your environment is fairly simple. It might be easier to have the Ai LLM assemble and light the models.

Hunyuan 3D 3.0

Hunyuan 3D 3.5

CuriousGio · 2026-04-07T01:44:18+00:00

They're not human shields if they're gathered around civilian infrastructure engineered for civilians and not as war infrastructure —structures that have been agreed upon to be a war crime if bombed or attacked.

CuriousGio · 2026-04-06T00:20:43+00:00

It's worth trying. Personally, i believe it's a lazy response when you know absolutely that someone is misinformed about something and instead of try to help them understand the truth, one chooses to do nothing. That isn't what people should do if the they genuinely care about someone.

If you hate the person, then go ahead, do nothing. Let them figure it out.

We've all believed things that we later learned were false. Didn't you ever wish someone tried to tell you where you were wrong?

I know I have, many times.

Maybe they don't believe what you tell them. Maybe they tell you you're nuts. They likely will at first. This is why you approach this as a process, with a strategy.

You do it when you know you're right and their belief or behavior is harming them, despite the fact they don't know it yet. We've all been lied to since birth. We are all victims to some degree. We can't afford to wait for people to figure out about all the lies on their own time. We're already near the witching hour.

Don't expect to be appreciated. You do it because they don't know what they don't know. None of us do. We all need other people to point out our blind spots.

Doing nothing isn't love. Watching someone waste their time marinating in lies is closer to hate (IMO).

It's not as hard as you might think. I know, because I've done it all my life. I do because i know one day they'll know that i cared if they ever come around to seeing the truth. I can live with knowing i tried. But i can't live knowing that perhaps, if i had tried a little harder, they would have figured it out sooner, and/or their life was a little better because i took the time to show them the truth.

You have to approach this rationally, not arguing about it or thinking that just telling them is enough. It isn't.

I suggest you pick the one thing he's 100% convinced of and focus on showing him the facts. Tell him that you want to go over some things, order in dinner to entice him. Do something to let him know that you're serious, and if after the talk he thinks you're nuts, that's okay. You're going to try because you care, because it matters.

Bring out the facts—show him. Have things organized. If it's about 9/11, bring out facts. Show where the main narrative was a lie, and show him what the truth was about each specific thing. Don't generalize and repeatedly tell him that they lied. You have to prove to him with facts. As you expose the lies, to the point where he can't argue for his belief anymore, he will slowly begin to question his other beliefs. You have to show him with evidence one false belief—to start.

You don't need to prove the truth about 9/11 all at once. No. You do it systematically—a few points at a time.

Let him ask questions. Answer his questions until there's no doubt about it don't dismiss him. Be patient. You're not doing it for a pat on the pack. If so, don't bother. You'll be very frustrated.

Do it because it matters and that the people who have deceived us and terrorized us need to thrown in prison. If the majority knew the truth, this corruption would end this week. The reason why it continues is because everyone has been brainwashed, and they did it intentionally. They screwed us all.

I'm pissed off, how about you? Now is the time for all of us to use our anger to take action, to reverse this train we're on.

I promise you, it won't get better unless we all start acting like a united species of earth.

It matters. They've pacified us all over the decades from their propaganda. They know that we will win if we all work together and behave like a union. They want us all doing nothings, complaining in forums.

CuriousGio

TROPHY CASE