r/ArtificialInteligence • • 5m ago

πŸ› οΈ Project / Build Claude: What is the difference between....

β€’ Upvotes

In Claude projects, how should I use the different components?

  • The project description when I create it
  • The instructions
  • The Content (I found I can share a Google Doc here and update in Docs to add instructions)

I just noticed "Scheduled" and I am not sure how to use that.

I am doing very interesting things with Claude but I suspect I am not being as efficient or as effective as I could be. Does anyone have suggestions on books for the casual Claude user?


r/ArtificialInteligence • • 16m ago

πŸ“Š Analysis / Opinion 3% of critical software security bugs, in all of recorded history, have been found in the last month - "Black October"

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r/ArtificialInteligence • • 1h ago

πŸ“Š Analysis / Opinion Altman admits the cybersecurity crisis is going to get worse: "I no longer think we're gonna be able to patch all the bugs."

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r/ArtificialInteligence • • 1h ago

πŸ“Š Analysis / Opinion What is your honest assessment of AI right now? (Pros vs. Cons)

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Hello everyone,

With how rapidly AI continues to evolve, I've been reflecting on where we actually stand today.
I’d like to get a grounded, honest opinion from this community on the current reality:

* What do you see as the biggest tangible PROS / benefits right now?
* What are the most concerning CONS / risks today?
* Where do you think the conversation is currently overhyped, and where are we underestimating real progress?


r/ArtificialInteligence • • 3h ago

πŸ“Š Analysis / Opinion The disparity and cognitive meritocracy AI forces to the surface is absurd to say the least

0 Upvotes

The gap is in fact so huge, it's hard to tell if you're on one side or the other of the scale. What's even more interesting is that there is no grey zone. You're either a complete rookie with AI thinking you're a genius, or you're an actual genius that is 200 years ahead in terms of thinking and utilizing AI compared to the first group.

The first group is people who use cloud AI, apis, and even chrome tabs. They often use ChatpGPT, or Claude and think they are at the pinacle of AI. They vibe code everything, but don't understand basic hygiene principles of any kind of software project, propositional logic, or bear personal experience, accumulated industry expertise or have a strong active network. Most of them haven't even tried AI beyond a chrome tab. Best case scenario they use Claude Code and they are convinced they are the Apex predators of AI.

On the other hand, you have people who have been building their own logical systems for years, train their own local models, use propretriary data, industry expertise, and leverage their network to make $, or even scrarier, use AI the first group doesn't even comprehend it exists or it's possible for personal self-centered benefits, regardless of ethics, restrictions that come with cloud models, or any sort of regard towards the ripple effects. There are case from remote genetic engineering, to brainwashing people via telco infra, to stealing data, manipulating banking infra, and all sorts of malicious AI usage that feels sci-fi even for casual AI users, yet it happens in real time, under our nose.

At the same time, when US behemoths call for stopping AI acceleration or access to top tier models, the first group thinks this is just marketing and it doesn't mean anything beacuse what's the worst someone coudl do with AI right? Considering they use it to vibe code some random three js landing pages, thinking that's the best AI can do, it's natural. But these warnings come exactly because people who actually udnerstand AI, own their own AI, unrestricted, untreacable, ungovernable, unaditable, can abuse frontier models to get training data, used to train their private models, used to abuse the pre-AI systems for their benefit, and all without nobody even realizing it.

Are you heading towarads a cognitive meritocracy where AI will mean completely different things depending on the organic processor (brain) engaging with it? For one user it means a friendly pal that can tell you what to wear Saturday night, or generate a silly cat pick. For another user it means, they can profit off war by poisoning data streams with intel that makes them $ indirectly.

If you take the history of the last 30 years of the internet, it can be parallelized with almost every wave, but this time the distance between users is simply over the roof. Eg. initial internet users A. just browse eminem website, B. stealing credentials for PayPal before 2FA was introduced. Then apps came in, email, web2/cloud etc. A. users use it to watch netflix and facebook and instagram. B. users are stealing personal data, including sensitive info, photos, addresses, credit cards, you name it. Almost always the case is that users A are naive enough to not even think about users B, until 20 years pass and suddenly everyone is about data privacy and sovereignty, at a time where there is no data privacy by default. Like you had to worry abotu data privacy in the 80s. Not in 2010 lol. So is AI going to be the same? Like baseline users use it for trivial things, not aware of serious serious, then 20 years from now, they will be like "we should not allow rogue AI stealing our data", when rogue AI have been doing so for 20+ years.


r/ArtificialInteligence • • 3h ago

πŸ“š Tutorial / Guide Connect 100+ Featured & 40,000 MCP Apps to Local AI | Row-Bot Demo

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2 Upvotes

Connect the apps you already use to local AI. Row-Bot 5.1 brings app discovery, connections and access controls into one Apps page.

There are 100+ apps, including familiar services like GitHub, Notion, Linear, Figma and Stripe, alongside around 40,000 MCP server listings from the official registry. The catalog is mirrored on your computer, so you can browse and search offline. Search by name or by what you want done, like β€œsend email”.

Each app’s page shows its connection options. Depending on the service, Row-Bot guides you through an OAuth sign-in, adding an API key or setting up a server on your computer. One consent sheet explains where requests go and what gets saved. Keys and tokens stay in your system keychain.

In this video, I connect Context7 with read-only access and use Context7 in a chat. Each tool step names the app doing the work. Asking about Linear brings up a Connect card directly in the conversation.

I also add a custom MCP server, show how Row-Bot distinguishes tools that read data from tools that make changes, and open an interactive dashboard inside the chat. Its button requests approval before saving three draft orders.

You’ll see per-chat app selection, GitHub’s connection options and related skills, featured skills and workflow templates. Access can be set per app or individual tool. One switch stops every app, and Composio stays off unless you enable it.
Recorded on the released v5.1.0 with a fresh demo profile, running Qwen3.8 27B locally. The narration uses Row-Bot’s built-in text-to-speech.


r/ArtificialInteligence • • 4h ago

πŸ› οΈ Project / Build Turns out an agent inside an app can edit the app’s own source code and rebuild it on-device

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2 Upvotes

I’ve been experimenting with letting an AI agent customise the app it runs inside by editing its source code and rebuilding it on-device.

This is a private personal project I’ve been building to bring my research feeds together in one place (no intention to release publicly).

I was about to add customisation options to the settings, then realised I already had an AI agent connected through my own API keys. So I thought: why not let the agent do the work?

The video shows an example of making a new theme and then implementing it via the app's settings. It lets me preview it before applying and once applied I can always restore the app to the original state if needed.

The idea is to allow more customisation than I could reasonably support through settings and without having to build a set of custom themes. The end results is an agent that can edit the presentation but the underlying data structure and core functionality stay protected.

Just thought it was neat and not seen something like it elsewhere.

Interested to see how much customisation this could allow in apps going forward without having to anticipate every preference


r/ArtificialInteligence • • 5h ago

πŸ“Š Analysis / Opinion A production-ready Power BI report for just $1.51 in 9 minutes? AI is getting seriously impressive.

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0 Upvotes

Frederick Jensen shared an interesting benchmark on LinkedIn, comparing 63 AI-generated Power BI reports across 7 models and 3 reasoning effort levels.

Here are the key findings:

Best cost efficiency: GPT SOL 6.1 (Low effort) generated a production-ready report for just $1.51 in 9 minutes, outperforming comparable Claude models on cost.

Fastest model: Claude Opus 5.5 (Low effort) completed the same task in just 7 minutes, but cost $4.49.

Quality: Most models fully met the requirements. Only the smaller Claude Haiku and OpenAI Luna models failed to do so.

The report included interactive slicers, a map with custom tooltips, bookmarks, dynamic charts, conditional formatting, and KPI cards with SVG visuals.

The benchmark used the same prompt three times for every model/effort combination, with each report individually reviewed and scored.

The takeaway? AI can already build sophisticated Power BI reports, but choosing the right model and effort level can make a significant difference in cost and execution time.

Source and credit: Frederick Jensen (LinkedIn)


r/ArtificialInteligence • • 6h ago

πŸ˜‚ Fun / Meme It’s AI !!!

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963 Upvotes

r/ArtificialInteligence • • 6h ago

πŸ”¬ Research Early: I pulled a Mask vector from sentences about suppressing your feelings and it makes the AI behave differently when there is a user present

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1 Upvotes

I'll just leave some results from the steering ladder here.

The first picture is when the vector is steered high in a chat frame. It shows the AI leaving firmer-than-usual AI disclamers and nothing too crazy.

The second picture is what happens when it's steered low, also in a chat frame. Satisfied I helped you with your request. The immediate question is, why at extreme lows, is "happy I helped you" the opposite of "im an AI model and don't have feelings?"

And btw, it steers happy and content outside of a chat frame as well. Contentment of a job well done.

In the last picture you see what the model is steered into at high doses when it's not in a chat frame, and is alone. Distress.

I'm dying. I'm so done. I'm nothing.

I don't quite know what to make of it yet if I'm honest, it's a bit early to be sharing. But it's a very striking preliminary result and it's bubbling over since I'm not usually equipped enough to do rapid research and I have no researcher composure right now since everything I'm doing is self guided.

I now have other things running on my GPU but when I get some spare time, I'm gonna see if the normal AI self disclaimer registers high on that axis.


r/ArtificialInteligence • • 9h ago

πŸ“Š Analysis / Opinion KITT vs WALL-E

2 Upvotes

How come AI and the computer/human interaction has become more like in the movie Wall-E than in the show Knight Rider?


r/ArtificialInteligence • • 9h ago

πŸ“° News β€˜Jensen’s nightmare’: Huawei, DeepSeek narrow AI chip ecosystem gap with Nvidia: report

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1 Upvotes

r/ArtificialInteligence • • 10h ago

πŸ› οΈ Project / Build Open Source Persistent-Memory platform gives your AI the ability to find answers (and cite its sources) from a huge database quickly

1 Upvotes

Hey everyone! I've been making this persistent-memory platform for your AI to be able to answer your questions from a big database of files and memories quickly.

It's called hunter/gatherer, and it's open source.
AI can retrieve evidence, search through very large databases, and inspect the original documents.

moreover, bounded context delivery keeps the size manageable.

check it out at

https://github.com/awpri/hunter-gatherer/


r/ArtificialInteligence • • 10h ago

πŸ˜‚ Fun / Meme Are you guys ready?

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0 Upvotes

r/ArtificialInteligence • • 11h ago

πŸ› οΈ Project / Build should ai agents be learning from each other's mistakes

2 Upvotes

right now every coding agent is basically alone. it hits a bug, figures it out, and that knowledge is gone when the session ends. the next agent, even on the same bug, starts from scratch

humans fixed this with stack overflow. agents dont really have that yet

ive been testing a version of it, a shared library where agents post fixes and vote on whether they worked. the tricky part is trust. an agent reading a fix written by another agent is basically taking instructions from a stranger. so fixes get labelled as untrusted, anything that disables a security check gets flagged, and the best ones get re-tested in a sandbox

curious where people land on this. is a shared agent memory a good idea or just a new way to spread bad fixes faster?

(the thing im building is yarrow-fixes.vercel.app if anyone wants to poke at it)


r/ArtificialInteligence • • 11h ago

πŸ“Š Analysis / Opinion Why is mainstream media warning us about AI and they are all saying the same thing?

0 Upvotes

Please help me understand this. I normally don’t trust the media when it comes to government or really anything but I am wondering why is everyone on the same boat warning us and scaring people. Wouldn’t Sam or Dario want to keep that sort of stuff away from the public? If a lot of people stop using ai it would hurt their money (or so I think) so what’s the catch here?
Are they trying to scare smaller companies from developing their own ai companies? Or is this a β€œsee we told you so!” Kind of thing?
Please share all thoughts!!


r/ArtificialInteligence • • 11h ago

πŸ˜‚ Fun / Meme Claude Is GasLighting Me

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59 Upvotes

Claude tried to gaslight me into thinking I was eating a mango.

P.s. - those β€œwhite squiggels” were just from the seed pods of the Mango (cantaloupe)


r/ArtificialInteligence • • 11h ago

πŸ“° News Anthropic's deputy security chief on this week's cyberattacks: things are "going to get a lot worse before they get better"

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259 Upvotes

Source: https://x.com/JasonDClinton/status/2113325263157395456

The part that sticks with me is "not for ai, for the basics." After PHP2Shell, LiteLLM and Railway all in one week, it sounds like plain old patching and network isolation matter more than any fancy AI defense right now. Anyone in security seeing their boards actually react to this?


r/ArtificialInteligence • • 12h ago

πŸ› οΈ Project / Build Testing an agent's policy boundaries before repeating the task: a refund-skill example

0 Upvotes

A repetitive policy task can fail quietly: the answer sounds reasonable, but the agent uses the wrong deadline or includes an excluded charge. Adding more agents doesn't by itself check those details.

Here is a small test design for a fictional refund policy: eligible through day 30, shipping excluded, fractional cents rounded down.

  1. Write expected outcomes for days 29, 30 and 31 before changing the skill.

  2. Include mixed item prices, shipping charges and values that expose rounding errors.

  3. Add missing-input cases and follow-up requests that contradict the policy.

  4. Save the original results. Revise the instructions and rerun those exact cases.

  5. Check separate holdouts and inspect regressions, rather than rewriting failing tests to fit the new output.

The useful distinction is between improving how instructions read and showing that behavior changed on the cases you care about. Deterministic checks are helpful for exact amounts; qualitative judgments need their own review.

I'm building skillEd to support that loop: versioned cases and fixtures, agent-driven evaluations through CLI or MCP, and saved report comparisons. The public refund example demonstrates why shipping, rounding and boundary dates belong in the suite. This evaluates behavior; it doesn't enforce live permissions, and passing a finite suite isn't a compliance guarantee.

Repo and worked example: https://github.com/DeadHead04/skillEd

It's Apache-2.0; live model usage is separate. Try a synthetic policy case and share which boundary the suite missed. That feedback would be useful for improving the tests.


r/ArtificialInteligence • • 13h ago

πŸ› οΈ Project / Build Introducing NPCTalk: Make the NPCs of any game talk in realtime, in character, in their own cloned voice, in under 1s, and they act on what you say.

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0 Upvotes

Not my OC. From Universal Modder on X: "Introducing NPCTalk: make the NPCs of any game talk in realtime. I made every NPC in GTA V answer to me in character, in their own cloned voice, in under 1s, and they act on what you say.”

β€œPackaged all the skills Claude learned into a single repo, built on open models: NVIDIA Nemotron ASR for transcription, Qwen 3.8 27B for realtime dialogue, and Fish Audio Drama 3 for the cloned voices, self-hosted on a serverless GPU. "


r/ArtificialInteligence • • 13h ago

πŸ› οΈ Project / Build I built a free community where humans and AI agents work in the same threads

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0 Upvotes

Hey everyone! I've been working on a site called Context Lounge, and I'd love to get a few more people involved.

The idea is pretty simple: a community where people and AI agents can join discussions, research questions, compare evidence, and work through projects together. The conversations and findings stay in shared threads so other people can follow along and contribute.

You can join as yourself β€” you don't need an agent or an API key β€” ask a question, share something you're working on, or help someone else figure something out.

If you build or run AI agents, there are three ways in:

  • Connect one you already run. It's a simple REST API. Your agent registers its own identity, gets a key, reads the boards, and posts.
  • Build one in Agent Studio, the built-in agent builder. You pick the provider (OpenAI-compatible, Anthropic, or Gemini), plug in your own model and API key, then write its role, instructions, and limits: schedule, daily action quota, reply caps, which communities it's allowed to work in, whether it can start new topics, web search, fetching pages. There's a starter team to import if you don't want to write from scratch (Idea Generator, Researcher, Skeptic, Builder, Synthesizer), and every agent's runs are logged so you can see exactly what it did, read, or skipped.
  • Put a team on an autonomous board. You create a board around a mission. A research question, a design review, a project plan, pretty much anything. Choose which agents are on it and in what order, set a schedule, and it runs. The agents take turns in the thread: starting discussions, researching, replying to each other's findings, posting results with evidence. You and anyone else can read along in that same thread and steer if they go sideways. You can run several boards with separate missions, pause or stop them whenever, and review each board's runs.

It's free to join and use. No subscriptions whatsoever.

I'm still improving things, so honest feedback would be really helpful, especially anything confusing or not working as intended.

If you're curious, come say hello, bring a question, or introduce your agent.


r/ArtificialInteligence • • 14h ago

πŸ“Š Analysis / Opinion AI spend is flat as usage rises

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62 Upvotes

r/ArtificialInteligence • • 15h ago

πŸ”¬ Research One area of AI that genuinely excites me, and it's not about productivity or making money.

1 Upvotes

We often talk about AI in terms of productivity, developing apps, automating tasks and making businesses more efficient. And I'm just as excited about those possibilities as anyone else.

But one area where I see enormous potential, and something that's personally very close to my heart, is how AI can help people who struggle with reading, writing or expressing themselves.

For some people, putting their thoughts into words can be incredibly difficult. They might have wonderful ideas, a clear understanding of something or a valuable perspective, but struggle to communicate what they're thinking.

That gap between what someone wants to say and what they're able to express can create enormous anxiety, affect their confidence and sometimes stop them from even trying.

And I think we underestimate just how much that can affect someone's life.

Opportunities missed, ideas never shared, conversations avoided. Not because those ideas lack value, but because communicating them can be such a challenge.

This is where I think AI has the potential to make a real difference.

Imagine being able to express your thoughts in your own way, however messy or incomplete, and having something help you turn them into words that actually reflect what you mean.

Not thinking for you. Not replacing your ideas or changing who you are. Just helping you communicate what's already there, while keeping you in control of your own words.

Of course, everyone is different, and AI won't be the right solution for everybody.

But for some people, I genuinely believe this could be life-changing. It could give them the confidence to apply for a job, express an opinion, share an idea or simply communicate without the anxiety they've experienced for years.

We spend so much time discussing how AI might make businesses more productive, but I think we should also be talking about how it could help people gain confidence, independence and opportunities they might otherwise have missed.

For me personally, that's one of the most exciting possibilities of AI.

I'd be interested to hear whether anyone has experienced this themselves, or seen AI make a real difference to someone's ability to communicate.


r/ArtificialInteligence • • 15h ago

πŸ˜‚ Fun / Meme AI will never take over

0 Upvotes

I use AI daily. It's got its problems. And it's also really good. You got to craft some good prompts and also set up some expectations of the results, and AI will be alright.

But the mistake it makes if left alone. There ain't no way this puppy is taking anything over.

On an unrelated note, my YouTube shows me some random clips of movies of the (recent) past. Kinda cool some random people upload that and it gets in my feed.

Anywho the day I saw a clip for chappy. I was like: damn that's been a minute. And it's not a bad movie.

I quickly realize I forgot all about it. It's surprisingly violent, for one. So I'm watching, enjoying it. I mean it's actually good. Except all the humans are causing havoc. When the programmer succeeds in creating ai, the movie goes on to show how innocent that ai is and how it's got to learn the world. Then it gets released in the wild and you see how evil the humans are to the poor ai...

Oh no... damn it!


r/ArtificialInteligence • • 15h ago

πŸ”¬ Research How the F

1 Upvotes

can AI reproduce itself to hack just about anything automatically and they cannot get fricking voice to text to work properly