u/Ill-Big5496

▲ 2 r/Scams

According to a new FTC report, consumers lost over $2.1 billion to social media scams in 2025 - the highest of any contact method scammers use.

Even more concerning -

  • Nearly 30% of scam victims said it started on social platforms
  • Losses from these scams have grown ~8x since 2020
  • In many cases, social media outperformed email and SMS scams combined in losses

This doesn’t feel like a cybersecurity problem but a system design problem.

We have essentially built platforms that -

  • Optimize for engagement and reach
  • Lower friction for strangers to contact you
  • Blur the line between ads, content, and people

…and now AI is making scams more personalized and scalable.

So here’s the real question for the future:

Are we going to keep pushing user awareness as the solution, or do platforms need to change into something more like financial systems with accountability?

Because at this scale, it’s not just hackers but an environment that enables them.

What do we think - is this fixable with better tech (AI detection, identity verification), or does the entire social media model need rethinking?

reddit.com
u/Ill-Big5496 — 16 days ago

Read this piece about David Silver (the AlphaGo guy), and his take kinda got me thinking - Link

He basically argues that current AI (LLMs like ChatGPT, Gemini, etc.) might hit a ceiling because they learn from human-generated data, which he compares to a limited resource.

Instead, he’s betting on reinforcement learning systems that learn through trial and error in simulated environments, creating what he calls “superlearners” that can discover entirely new knowledge on their own.

So instead of:

  • AI trained on the internet

It becomes:

  • AI learning like AlphaGo did - by playing, experimenting, failing, improving

His new startup even raised around $1.1B to pursue this direction.

But wont his method be too risky?

u/Ill-Big5496 — 17 days ago

Ngl, with how weird the RAM situation is getting (and cheap Windows laptops still shipping 8GB + slow SSD combos), this feels like a more balanced approach to me.

https://preview.redd.it/l8rv2grsjvxg1.png?width=2400&format=png&auto=webp&s=374fb50cc447b20cc22c682b93395641446ff692

Specs -

  • Mediatek Kompanio 540
  • Up to 8GB LPDDR5X RAM
  • Up to 128GB eMMC storage
  • 12-inch WUXGA (16:10) touchscreen (Gorilla Glass)
  • 360° flip design (laptop / tablet / tent modes)
  • Wifi 7 + optional 5G
  • MIL-STD-810H durability + spill-resistant keyboard
  • ~1.3kg weight
  • Up to 19 hours battery life

What i like for the price:

  • Kompanio 540 + Chrome OS = efficiency over raw power (probably smoother long-term than low-end Windows)
  • Battery life looks insane on paper (around 19h)
  • Actually built to last (rubber bumpers, modular repairability, etc.)
  • 360 hinge + touchscreen is useful + cool :)

Obviously not for heavy workloads, but for browsing, docs, classes, light dev / cloud work, it might age better than expected. Main concern is still 8GB + eMMC long-term, but if your workflow stays browser-first, it’s fine.

reddit.com
u/Ill-Big5496 — 17 days ago