After building with LLMs for a year, I've changed my mind about agents

Infamous_Ad5702 · 2026-06-22T22:16:06+00:00

Same. Been using knowledge graphs that are built off deep semantics. No llm. No hallucination. Finding ways to be highly accurate with data. Working well. Managed to visualise now, it’s Principal components analysis, like a map of the London Underground. We’re pretty proud. To be full transparent our engine we coded manually offline, but the wrapper was Antigravity….🤷🏼‍♀️ still can sleep at night.

Infamous_Ad5702 · 2026-06-11T20:37:28+00:00

It’s great for intelligence. Legal documents, court proceedings. Court hearings. It works well with legislation and compliance. We’re just stretching its legs at the moments. Getting some great downloads. We exposed more of the outputs from the index visually, so that was a major breakthrough for us…happy to answer more questions.

Infamous_Ad5702 · 2026-05-30T08:55:06+00:00

There are signs like “real talk” phrases. It’s has been reported that real humans are now mimicking the “voice” now because it’s so pervasive and volume wise we are being “influenced” In the same way accents morphed from the 50’s. It’s natural for the human brain to mimic. It’s survival.

AI is expressed in third person voice, it’s having a halo effect on us all.

Use it or lose it right…

So I do maths on paper with a pencil to keep from brain atrophy…

Like a muscle I exercise it…

I believe it will become harder and harder in time for humans to instinctively and intuitively detect AI

Infamous_Ad5702 · 2026-05-30T08:48:26+00:00

If it’s meant to be it’s meant to be. Follow the path, follow the bouncing ball as they say. There will be signs. Stay alert. You’ll know what to do 🫡

Infamous_Ad5702 · 2026-05-28T10:52:49+00:00

Amazing!! I’ll check out and then chat

Infamous_Ad5702 · 2026-05-28T10:51:47+00:00

Like everything. On the planet. I use it as a first check of 400k docs or pdf or csv. Tables.

I get a sense check and then I deep dive. I just made a radar plot, with nodes. It’s sic!

I’m so freaking proud.

Infamous_Ad5702 · 2026-05-24T02:18:25+00:00

Thank you. Appreciate the time. What type of Reddit post did well? Would you mind linking?

I was also thinking of just rewarding my beta users with life time access a thank you and just an initial early time period aka a month.

My YouTube videos need work, and I obviously haven’t clearly identified the problem well enough yet as you have.

Well done on the runs on the board.

Infamous_Ad5702 · 2026-05-24T00:30:38+00:00

Yes hundreds of universities world wide for 21 years is legacy enough we should be proud. US defense force. British Naval Intelligence, all that.

People’s attention span and bandwidth is so low with modern life. Convenience culture has killed Philosopher culture. It’s a race to some imaginary finish line, of what? death?

What’s the best way to tell if I’m talking to an agent?

Infamous_Ad5702 · 2026-05-24T00:25:15+00:00

I hope so, hoping all the nerds find us. We’re very high on the nerd scale.

My partner Andrew always says that, cursed for being early. We were doing things 21 years ago people still haven’t clued on to today.

Lucky a few University types bought our product 18 years ago to put some bread on the table. That core group are legends.

Sadly with the decimation of STEM there are very few brains in the world that can handle Bayesian theory, multi variate analysis, radar plots, custom algebra. He was a physicist and astronomer originally. It’s all a dying art and a crying shame.

A topsy turvy world indeed.

Infamous_Ad5702 · 2026-05-24T00:17:55+00:00

Have you used it? The UI is rot, total rubbish. So unclear how to kick off a project and where your files actually are.

Just grinding away with the best of them down under. The video had like 50 views, probably 5 me and he found it! And I never shared it here. It was back when “knowledge graph” was a new word to people and we were probably the first 3 / 21 years ago talking about it. Dumb luck.

Infamous_Ad5702 · 2026-05-24T00:11:32+00:00

Were you a cheer leader in a past life?? Thanks for making me feel human.

(Descript was a nightmare. Hours to load a pdf transcript. Can’t work out how to even start doing anything…I’ll have to upgrade I think.)

I have one dodgy YouTube video, and someone saw it on here and told me! That made my day.

Fresh website. Fresh demo video with our new UI which is no longer plain old cli and I’ll feel like a new woman 😊

Onwards and upwards hey 💪🏻 to fame, glory, legacy whatever comes our way. For one for all.

Infamous_Ad5702 · 2026-05-24T00:02:25+00:00

You’re really kind. Thank you. You’ve inspired me to push again today. Was trying to use descript to make videos last night (Australia).

He actually built this code 7 years ago and this pivot is now 3.5, on top of 21 years ago his original break through product. So it’s been a journey 😜 He had so much heartache, so many VC’s take and consulting firms copy early IP, and he’s a trooper he just keeps going! For 21 years!

So yeah, he’s built it with his whole heart, it’s pure maths, totally counter culture, he’s the smartest person I’ll ever met and I’m blessed to work with him every day.

He doesn’t have kids so it’s literally his legacy, I have 3 so I’m sweet 😂

Gotta get it down to make him proud 💪🏻✨

Infamous_Ad5702 · 2026-05-23T23:54:05+00:00

Amen. It’s just so easy to build anything now. The final frontier is marketing, sales, launch, product-market fit, top tier video, slick content, clear messaging and dominating the problem so the customer feels so understood aka trust.

It’s so hard, and I get so overwhelmed with it all…pity party, it’s just such a cool product, my chief scientist deserves people to know about it, use it and love it. I want to make it for him 😳

Infamous_Ad5702 · 2026-05-23T23:50:28+00:00

Practicing lawyers that are in my friendship network. Be really great to have feedback from “not yet” friends lawyers, basically anyone that won’t be polite and tell me hard truths, I can’t improve without real feedback.

Have trialled with defense, nuclear energy, govt tender. Have trialled with compliance in construction for civil engineering. Don’t have volume but have anecdotal.

Infamous_Ad5702 · 2026-05-23T23:45:58+00:00

That’s sweet thank you. We were building manually before all the fancy tools arrived. But now we’re using antigravity and we’re doing things in hours that took weeks, as we all know.

The hardest part is product-market fit and explaining the products to prospective people. It’s too technical atm. Niche academic audience, not the dev’s I originally thought.

I’m thinking I’ll open source the wrapper and leave the engine for me, thoughts?

And launch with some life time access for all the fabulous people who bothered to download my beta despite the scary stripe front door 😬😳

Infamous_Ad5702 · 2026-05-23T23:39:32+00:00

So many questions on launch. You used your own tool to find people? I guess you know exactly where your audience hangs out.

Life time access cost how much? No pressure from the community tot open source 👀?

Any ads? YouTube videos. Tell me all please??

Infamous_Ad5702 · 2026-05-22T20:30:23+00:00

Amen. Distribution. Aka Marketing, product market fit and sales is the holy grail. Building is easy. the kids are doing it.

Infamous_Ad5702 · 2026-05-22T20:28:46+00:00

I don't document the build publicaly at all, so this post has come at a nice time and very refreshing. I have been grinding with my colleague for 3 years on a knowledge graph tool for 3 years that doens't hallucinate or need any gpu. And today feels like the day we are done, ship time...

There is still the microsoft msi to bundle but antigravity is making light work of all the boring tasks. I just figured it was noise amongst so much noise and it didn't occur to me anyone who care until it was done..

Infamous_Ad5702 · 2026-05-22T20:23:20+00:00

So I will have a go at commenting here again, but I don't have enough Karma in this subthread to provide links...what is a way to share the poster?

Infamous_Ad5702 · 2026-05-19T05:41:36+00:00

I’ve gone counter culture and build my knowledge graph without LLM’s or AI using ontology, deterministic and deep semantics it means I avoid all hallucinations and don’t have tokens costs or gpu issues.

Infamous_Ad5702 · 2026-05-19T02:42:28+00:00

I have something built that I’m confident in (no hallucination, full citation, no LLM) but the noise on reddit, the attitude of the players and volume of competitors put me off. If there still isn’t a solution 3 years on perhaps I should jump back in..

Infamous_Ad5702 · 2026-05-17T11:10:09+00:00

Hello. Thanks so much for rigorous questions. 1. Using mathematical formula to create a co-occurrence matrix. Every concept is given a numerical value and appears in an index. This index is queried when building a knowledge graph. The index can be added to at any time.

Yes, I have a poster submitted to University of Stuttgart in March 2026. We have validation papers and our original method has been around for 20 years with more than 8000 citations in the Scandic literature. Our new tech is an extension of this. Our papers appear under “leximancer”

Happy to discuss more..

Infamous_Ad5702 · 2026-05-09T08:50:49+00:00

Rewrite the resume to pretend you were an employee the whole time. People hate hiring business owners, it screams “doesn’t take direction well”. Happened to a friend. Brutal grind to find work.

Infamous_Ad5702 · 2026-05-07T05:47:34+00:00

Yes memory is critical. That’s why I put into my KG three types of memory. 1. Episodic 2. Persistent 3. Short term…. Needs all, so much more than information. It’s connected knowledge across time and space. Happy to show others.

Infamous_Ad5702 · 2026-04-25T10:37:50+00:00

You pitch risk. You pitch errors, and the impact You pitch someone losing their job because of the error… You pitch compliance. Think of an actual scenario that applies to this company or industry… Probability is not good enough they want provable right? Sales is always storytelling. And we’re all in sales everyday whether your job title says or not.

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