Drishtant Ghosh (Drix10)
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Tech Infrastructure••6 min read•1181 words

🤖 AI in Education - Policy and Approach

⚡Direct Technical Summary

AI is here to stay in education, much like calculators were. Ignoring it isn't a solution. We need policies for how to approach it, rather than pretending it doesn't exist. Should

🤖 AI in Education - Policy and Approach

AI is here to stay in education, much like calculators were. Ignoring it isn't a solution. We need policies for how to approach it, rather than pretending it doesn't exist. Should students be dependent on these tools?

Key Points:

  • AI in Education: A New Era: AI has the potential to revolutionize education, but it requires a thoughtful approach to ensure its benefits are realized.

  • Policy and Regulation: Governments and educational institutions must develop policies and regulations to guide the use of AI in education, ensuring that it is used in a way that benefits students and society.

  • Dependence on AI Tools: Students should not be dependent on AI tools, but rather learn to use them as a tool to augment their learning.

🔗 Resources:

  • Original source ↗
  • Original source
  • AI in Education
  • Brief description: AI in education policy

🚀 Tailscale: A Hidden Gem in Networking

Can we all just pause for a sec and reflect on how fucking important Tailscale is, and how nobody ever talks about them? I don't think I've ever seen a more useful service with a more invisible corporate footprint.

Key Points:

  • Tailscale: A Networking Solution: Tailscale is a networking solution that provides a secure and easy-to-use way to connect devices and services over the internet.

  • Invisible Corporate Footprint: Tailscale has a minimal corporate footprint, making it a great option for those who value simplicity and ease of use.

  • Useful Service: Tailscale is a useful service that provides a range of features and benefits, including secure networking and easy device management.

🔗 Resources:

🎵 AI Music and Creativity

Was just looking at stuff related to AI music and how it wouldn't be accepted into the charts or whatever nonsense they decided was a victory to them and noticed that a lot of the points were about things like creativity and original work. Popular artists haven't written their own music in decades.

Key Points:

  • AI Music and Creativity: AI music has the potential to revolutionize the music industry, but it raises questions about creativity and originality.

  • Popular Artists and Music: Popular artists have not written their own music in decades, raising questions about the value of creativity and originality in music.

  • AI Music and Charts: AI music may not be accepted into charts or other traditional measures of success, but it has the potential to create new and innovative music.

🔗 Resources:

🤖 Compute Situation: Capacity Reservations

compute situation is crazy i have an opencode session doing work with trainium and it had to make a reservation for capacity on saturday so it scheduled a task to wake itself up then so it can continue working

Key Points:

  • Capacity Reservations: Capacity reservations are a way to ensure that compute resources are available when needed, even if they are not currently in use.

  • Trainium and Capacity Reservations: Trainium uses capacity reservations to ensure that compute resources are available for tasks, even if they are not currently in use.

  • Scheduled Tasks: Scheduled tasks can be used to wake up compute resources and continue working on tasks that were interrupted.

🔗 Resources:

🚀 Miami Vice: A TV Classic

I love everytime this clip goes viral. Miami Vice was a punchline for decades, but Michael Mann doesn't miss and if I had seen this live in 1984 it would've rewired my brain, straight-up. Up there with the greatest 3 minutes of TV in TV history.

Key Points:

  • Miami Vice: A TV Classic: Miami Vice is a classic TV show that has stood the test of time, despite being a punchline for decades.

  • Michael Mann's Direction: Michael Mann's direction on Miami Vice was exceptional, and the show remains one of the greatest TV shows of all time.

  • TV History: Miami Vice is up there with the greatest 3 minutes of TV in TV history, and its influence can still be seen today.

🔗 Resources:

🚀 CNC Job Shop Tax Exemption

Pro Tip for Floridians in manufacturing A CNC job shop qualifies inside NAICS sectors 31 through 33 when manufacturing is more than half the site's activity. Hand the machine seller a signed certificate of entitlement at purchase the 6% state tax plus the county surtax never

Key Points:

  • CNC Job Shop Tax Exemption: CNC job shops can qualify for tax exemptions in certain circumstances, including when manufacturing is more than half the site's activity.

  • NAICS Sectors: CNC job shops qualify for tax exemptions in NAICS sectors 31 through 33, which include manufacturing and related activities.

  • Tax Exemption: By providing a signed certificate of entitlement, CNC job shops can avoid paying state tax and county surtax.

🔗 Resources:

📱 iMessage Integration

This would be great if it had iMessage integration. I don’t know what CC chat is - Google’s 89th chat product?? - you have to live where the action is. If you’re not in iMessage, what’s app or telegram you’re not gonna make it.

Key Points:

  • iMessage Integration: iMessage integration would be a great feature for certain apps, but it is not currently available.

  • CC Chat: CC chat is a chat product offered by Google, but it is not as widely used as iMessage or other popular messaging apps.

  • iMessage Dominance: iMessage is a dominant force in the messaging app market, and many users prefer to use it over other options.

🔗 Resources:

🚀 NScale IPO

NVIDIA-BACKED NSCALE FILES FOR NYSE IPO UNDER $NSCL; REVEALS $103.4B OF CONTRACT VALUE Here’s everything you need to know: Nscale is a UK-based AI cloud company headquartered in London. It builds and operates data centers, GPU infrastructure and cloud software that customers

Key Points:

  • NScale IPO: NScale has filed for an IPO on the NYSE under the ticker symbol $NSCL, revealing $103.4B of contract value.

  • UK-Based AI Cloud Company: NScale is a UK-based AI cloud company that builds and operates data centers, GPU infrastructure, and cloud software.

  • Contract Value: NScale has revealed $103.4B of contract value, indicating a significant amount of business.

🔗 Resources:

📂Source / Implementation:Tech Infrastructure / resources-248.md
GitHub Repository↗

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Drishtant Ghosh (Drix10)
Drishtant Ghosh (Drix10)•Author & Engineer

Technical founder and engineer working across AI systems, developer infrastructure, and cybersecurity.

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GitHub: Tech Infrastructure/resources-248.md ↗https://blogs.drix10.com/articles/tech-infrastructure/ai-in-education-policy-and-approach-248