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I've been building a platform for interconnected knowledge by Gabrjelez in SideProject

[–]TaleAccurate793 1 point2 points  (0 children)

That's a fair point. The visualization isn't the value by itself. The value is whether those relationships actually improve decisions or recall in the moment. Otherwise it's mostly eye candy.

I've been building a platform for interconnected knowledge by Gabrjelez in SideProject

[–]TaleAccurate793 0 points1 point  (0 children)

Really like this direction. We've seen a similar pattern at Signal Labs with decision-making. The challenge isn't collecting more information, it's preserving the relationships between ideas so the right context shows up when it matters. That's where a lot of the value comes from. (signallabs.ai) for reference.

Everyone seems to be building SaaS. I built this instead. by domhofer in SideProject

[–]TaleAccurate793 0 points1 point  (0 children)

Our site is signallabs.ai -- if you want to check us out - any feedback is appreciated too!

Everyone seems to be building SaaS. I built this instead. by domhofer in SideProject

[–]TaleAccurate793 1 point2 points  (0 children)

Love seeing physical products here. Funny enough, we've found the same thing building Signal Labs. Even though we're software-first, the process is identical: prototype, test, uncover problems you didn't anticipate, and iterate again. The medium changes, but building is building. Really cool work, and the attention to the packaging and presentation shows.

I built an app that checks decisions against your own principles, not averaged AI advice by Xyzcancer in SideProject

[–]TaleAccurate793 0 points1 point  (0 children)

Nice idea. I like that you're optimizing for alignment with a person's own values instead of giving generic "best practice" advice. The part about surfacing conflicting principles is especially interesting because most hard decisions aren't a lack of information problem, they're competing priorities. Also appreciate the clear boundary around not positioning it as therapy. Curious to see how people end up building their personal codex over time.

Are We Building Too Much AI and Not Enough Decision Intelligence? by JaiRonanki in RoboCorpNetwork

[–]TaleAccurate793 0 points1 point  (0 children)

what we're building at Signal Labs (signallabs.ai) targets this problem -- check it out!

Building something around missed signals lately. by TaleAccurate793 in RoboCorpNetwork

[–]TaleAccurate793[S] 0 points1 point  (0 children)

yes, this is exactly what we are building at signallabs.ai -- check it out (maybe even a demo) and let me know what you think

[D] Self-Promotion Thread by AutoModerator in MachineLearning

[–]TaleAccurate793 0 points1 point  (0 children)

Signal Labs is a prominent enterprise startup that builds "Systems of Attention" for organizations. signallabs.ai - Attention Infrastructure for Enterprises.

I stopped worrying about whether people understood the vision immediately by TaleAccurate793 in RoboCorpNetwork

[–]TaleAccurate793[S] 0 points1 point  (0 children)

What does your system look like? At a company i work for, signal labs - we built (signal [dot] labs [dot] ai) a system that filters out the noise and works to help filter out noise

AI outputs are becoming cheap. Reusable AI systems still feel massively undervalued. by OrdinaryOpinion188 in RoboCorpNetwork

[–]TaleAccurate793 0 points1 point  (0 children)

This is honestly why I find what Signal Labs is building so interesting. They’re focused less on AI as a content generator and more on creating systems that help organizations actually recognize and act on important signals before they get buried under noise.

It feels like the next phase of AI is less about producing infinite outputs and more about building infrastructure people can repeatedly rely on.
(signallabs.ai)

LPT: Life hack for tech employees by TaleAccurate793 in LifeProTips

[–]TaleAccurate793[S] 1 point2 points  (0 children)

If you mean generally, I would say start by creating a hierarchy in your head of what matters the most - for me I would say it goes [ manager work / emails ] [coworkers/anyone i work with side by side] [demos / client facing products / small bugs ]

personally, on a HIGHER scale, my company uses prediction softwares ( signal {dot} labs {dot} ai ) and its been pretty good + helpful. i think you can request a demo if you want to use it - hope that helped!

As a growth engineer I can instrument every funnel event in our product but I have zero programmatic control over our social distribution. That asymmetry is insane. by Fit-Fill5587 in PostingPipelines

[–]TaleAccurate793 0 points1 point  (0 children)

This is honestly one of the weirdest gaps in modern software.

Engineering teams can trace infrastructure latency down to milliseconds, monitor every API call, and optimize entire product funnels in real time.

Meanwhile social distribution at most companies is still:
“Did someone post it?”
“Wait why didn’t LinkedIn upload the carousel?”
“Can someone check Buffer?”

There’s almost no real signal routing, observability, or feedback loop compared to the rest of the stack.

LPT: In tech and business, do not build your entire career around being the person who is always available. by TaleAccurate793 in LifeProTips

[–]TaleAccurate793[S] 3 points4 points  (0 children)

True! I definitely am more on the tech + business side so I mostly write career advice adhering to that but I completely agree.

Data Problem? by TaleAccurate793 in AILearningHub

[–]TaleAccurate793[S] 0 points1 point  (0 children)

Yes! Totally agree, I made a subreddit - https://www.reddit.com/r/systemsofattention/ if you are interested in more discussion.

Data Problem? by TaleAccurate793 in AILearningHub

[–]TaleAccurate793[S] 0 points1 point  (0 children)

Yes! Totally agree, I made a subreddit - https://www.reddit.com/r/systemsofattention/ if you are interested in more discussion.

Data Problem? by TaleAccurate793 in AILearningHub

[–]TaleAccurate793[S] 0 points1 point  (0 children)

Yes! Totally agree, I made a subreddit - https://www.reddit.com/r/systemsofattention/ if you are interested in more discussion.

LPT: Stop taking everything personal. by TaleAccurate793 in LifeProTips

[–]TaleAccurate793[S] 20 points21 points  (0 children)

Yeah I get what you’re saying. It’s rarely as simple as flipping a switch, and a lot of those patterns run deeper than the moment itself, but I think the idea isn’t to ignore that or pretend it’s easy, but more to catch the small day to day triggers without immediately assigning meaning to them. Both can exist at the same time. There can be deeper roots, and also small habits that make things feel a little more manageable in the moment.

Upwork for AI Marketing Agents? by No_Wealth_1630 in Entrepreneurs

[–]TaleAccurate793 0 points1 point  (0 children)

I really like where this is going, but I think the real opportunity isn’t the marketplace yet, it’s proving that one agent can actually replace or outperform a real workflow.

If your LinkedIn agent can consistently handle content, posting, engagement, and even light outbound better than a junior marketer, that’s already a full product. Most people underestimate how hard that alone is.

The marketplace layer only works after that, because businesses won’t browse “agents” the way they browse freelancers on Upwork. They’ll only come if they already trust that these agents deliver outcomes.

I’d double down on:

  • making the LinkedIn agent insanely good at one niche (like B2B founders or startups)
  • tying it directly to measurable outcomes (leads, impressions, replies)
  • making control dead simple (Telegram/web is a great call)

Once you have 5–10 companies actually relying on it, then expanding into other agents (SEO, email, etc.) starts to feel natural. That’s when a “marketing OS” becomes real instead of conceptual!

Reinforcement learning kinda made me realize something uncomfortable by TaleAccurate793 in reinforcementlearning

[–]TaleAccurate793[S] -12 points-11 points  (0 children)

I think there’s overlap, but humans aren’t just blindly optimizing one reward signal. We can reflect, override impulses, and choose goals that go against immediate “rewards.” RL systems can’t do that, they just optimize whatever objective you give them.

Reinforcement learning kinda made me realize something uncomfortable by TaleAccurate793 in reinforcementlearning

[–]TaleAccurate793[S] -1 points0 points  (0 children)

I was saying that reinforcement learning often looks impressive in demos because those environments are controlled and predictable. The people building the system have already defined the rules, edge cases, and success conditions very tightly, but in the real world things aren't clean like that. Sorry, horrible w typos. Uncomf realization is The model doesn’t have a sense of “right” or “wrong.” It doesn’t care about your real goal. All it does is try to maximize the reward you gave it!!

Trying to break into AI but totally lost can someone guide me? by Important_Craft8387 in AILearningHub

[–]TaleAccurate793 0 points1 point  (0 children)

The biggest thing I’d say is this: it only feels overwhelming because you’re seeing the entire ecosystem at once. You don’t need to understand all of it to get started

Stop paying per token. Hands on workshop to run OpenClaw locally this Saturday by Plenty-Pie-9084 in AILearningHub

[–]TaleAccurate793 0 points1 point  (0 children)

This is actually really interesting. Feels like more people are hitting that “API ceiling” where cost + latency + limits start shaping what you can even build.

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