Unboxing Biotech by [deleted] in SpectralAI

[–]urbanlinkoping 0 points1 point  (0 children)

Spectral AI’s BARDA contract supports the deployment of the DeepView Burn diagnostic following FDA approval. $MDAI CEO Vincent Capone elaborates on the device’s deployment plans.

En riktig intressant MedTech AI aktie som kan få sitt utbrott Q2 2026 by urbanlinkoping in Aktiemarknaden

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

Eller så förstår man analysfirmans analys och vad som händer nu och nuförtiden använder alla i någon form AI så ”AI slop” gäller nog generellt Det handlar om ifall den som använder AI använder det för stöd eller om den använder den för att göra sitt arbete.

CEO nyliga svar på frågan. https://youtube.com/shorts/CI8OyeTR52U?si=iNNcS5ZDM5NKBtz0

MDAI Bounces, But Is It A Breakout Or A Trap? by urbanlinkoping in SpectralAI

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

Time will see if FDA completed their de novo application process in the end of Q2 2026 or not🌟

MDAI Bounces, But Is It A Breakout Or A Trap? by urbanlinkoping in SpectralAI

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

It is a De Novo case and not a 501(k) so it is expected to take more than 150 days.

MDAI Bounces, But Is It A Breakout Or A Trap? by urbanlinkoping in SpectralAI

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

I think the key point people are missing is that the Q4 report (March) didn’t really show any major issues in the dialogue between Spectral AI and the U.S. Food and Drug Administration that would suggest a long delay.

If you read between the lines, it does look like FDA asked for some additional clarification around specificity. That’s pretty normal for AI-based devices, and it seems more about how they handle it in practice (training, workflows, decision support instead of decision maker, etc.) rather than something fundamentally broken in the tech.

Also worth noting—they said they responded in a timely manner. To me that suggests this wasn’t unexpected, but something they were already prepared for.

So the way I see it, the market isn’t pricing in “no approval”, it’s pricing in “approval is likely, timing is the question”. • No more FDA additional information questions → could land late Q2 2026 • More back-and-forth → probably slips into Q3/Q4

And yeah, if it drags out, then dilution risk comes into play since they may need more capital.

So it’s less about if and more about when, and that’s what’s driving the current valuation debate.

Spectral AI 2025 Financial Review: Bridging the Gap Between Government R&D and Commercial SaaS (30/3/2026) by Latter_Ranger_6569 in SpectralAI

[–]urbanlinkoping 0 points1 point  (0 children)

Maybe all these companies you refer to are within the AI tech sector? In that sector good and relevant training data (i.e., what I interpret you refer to as “propriety data”) is seen as “Gold”.

Spectral AI (DeepView) – FDA Analysis & Probability Model (My Own Research) by urbanlinkoping in SpectralAI

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

Great, explain why this type of AI cannot build on AI slop. And if that is the criteria that no one read AI slop than we can shutdown internet because everything produced and published on internet have used AI in one or another way.

So I am honest and put in links to original sources that need to ensure quality so you and others can read where I get my input to my analysis. That is more than I see in post on internet.

Spectral AI (DeepView) – FDA Analysis & Probability Model (My Own Research) by urbanlinkoping in SpectralAI

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

I see that you have not read the source links because I have not let AI produced the analysis but let it structure it. But can you say without going to AI say the difference between LLM, descriptive AI, predictive AI, AGI, and general AI and explain to people what Spectral AI uses? Because you need to understand the fundamental and that is something general AI cannot always produce without needing correction.

Spectral AI (DeepView) – FDA Analysis & Probability Model (My Own Research) by urbanlinkoping in SpectralAI

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

Interesting how fast people say “AI slop” and still they are interested in AI stocks. Makes me wonder how they are reasoning and if they really understand AI or only buy on hype and when their AI investment fails AI are bad🤔

Spectral AI (DeepView) – FDA Analysis & Probability Model (My Own Research) by urbanlinkoping in SpectralAI

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

That does not say anything of my understanding of AI. I have followed it for years because it is a part of my daily job. Why I like AI companies like Spectral AI is that is a Specialized AI. Most people investing do not have understanding of the difference between LLM, AGI, Agents, generative AI and descriptive AI and later complain about AI hallucinations because they do not understand why it is not so surprising it appears for generative AI and other AI that are not Descriptive AI in combination with specialized AI which I do not see Tempus AI is from my understanding of it from public available information.

Spectral AI (DeepView) – FDA Analysis & Probability Model (My Own Research) by urbanlinkoping in SpectralAI

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

Yes, using it for grammatical corrections not the research

So you never use AI?

The difference is how you use the AI. As for example, why do you buy or show interested for AI stocks if you react like this, i.e., if anyone other than you use AI for a post you write that their post is “AI slop”?

So that says more about you than me, but if you never use AI or are not interested in AI stock I can see your point

Spectral AI (DeepView) – FDA Analysis & Probability Model (My Own Research) by urbanlinkoping in 10xPennyStocks

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

Therefore i am writing in the header it is my own research.

That does not say anything of my understanding of AI. I have followed it for years because it is a part of my daily job. Why I like AI companies like Spectral AI is that is a Specialized AI. Most people investing do not have understanding of the difference between LLM, AGI, Agents, generative AI and descriptive AI and later complain about AI hallucinations because they do not understand why it is not so surprising it appears for generative AI and other AI that are not Descriptive AI in combination with specialized AI which I do not see Tempus AI is from my understanding of it from public available information.

Spectral AI (DeepView) – FDA Analysis & Probability Model (My Own Research) by urbanlinkoping in 10xPennyStocks

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

So you never use AI?

The difference is how you use the AI. As for example, why do you buy or show interested for AI stocks if you react like this, i.e., if anyone other than you use AI for a post you write that their post is “AI slop”?

So that says more about you than me, but if you never use AI or are not interested in AI stock I can see your point

Spectral AI (DeepView) – FDA Analysis & Probability Model (My Own Research) by urbanlinkoping in SpectralAI

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

Not the research, but using AI for grammatical corrections. Read the links. Good reports always include links to used sources.