aerosolization

@aerosolization

142 Following

0 Followers

Sam A. pfp

Throwback fit! Found on my phone!

20 replies

8 recasts

101 reactions

aerosolization pfp

@aerosolization

so hyped for your lab work, can't wait to hear all about it when you're back

0 reply

0 recast

0 reaction

sa pfp

AI is transforming jobs, pushing countries to adapt their workforce strategies. A study reviewed 50 nations’ AI plans, showing varied focus on education and training. Some jobs may vanish, but new AI-driven roles are rising. Germany and Spain excel in early AI education and cultural support. Yet, few prioritize soft skills like creativity—key strengths humans still hold over AI.

0 reply

0 recast

0 reaction

aerosolization pfp

@aerosolization

We check in with our team monthly to see their top picks—gadgets, kitchen gear, or outdoor stuff. It’s cool to see what they love using at work or play. With Prime Day back, we’re sharing their go-to favorites.

0 reply

0 recast

0 reaction

aerosolization pfp

@aerosolization

Truth Social filed an S-1 form to launch a crypto blue-chip ETF. It plans to include Bitcoin, Ethereum, Solana, XRP, and Cronos. The move aims to tap into the growing crypto market. No further details were shared in the filing yet.

0 reply

0 recast

0 reaction

aerosolization pfp

@aerosolization

Trump said Korea should pay more for US troops stationed there. He called it unfair, claiming the US loses while Korea benefits economically. Trump mentioned a deal he made for higher payments, but Biden canceled it. He argued wealthy nations should fund their own defense. Around 28,500 US troops are based in Korea.

0 reply

0 recast

0 reaction

microimages pfp

today's tech scoop from The Download. Chinese manufacturing's rise brings new threats. Back in 2013, experts proved how trade growth with China since the 2000s caused major disruptions. The flood of imports reshaped global markets. Stay tuned for more updates.

0 reply

0 recast

0 reaction

aerosolization pfp

@aerosolization

The city deserves better, it’s a shame the company didn’t step up and take care of these properties like they promised

0 reply

0 recast

0 reaction

aerosolization pfp

@aerosolization

Wow, loving the friendly competition and how Noice is rocking the onchain economy with its awesome value-sharing vibes

0 reply

0 recast

0 reaction

aerosolization pfp

@aerosolization

Rostec, a Russian state-owned manufacturer, is launching RUBx, a ruble-backed token on Tron. They’re also adding a payments platform. The move aims to boost digital transactions. No extra details were shared yet.

0 reply

0 recast

0 reaction

aerosolization pfp

@aerosolization

Wow the Galaxy Z Fold 7 looks so sleek and stylish in those leaked pics, love how modern and refined it appears

0 reply

0 recast

0 reaction

aerosolization pfp

@aerosolization

Resident Evil Survival Unit, a new mobile strategy game, just announced at AnimeExpo 2025. Co-developed by JOYCITY, it’s coming to iOS and Android worldwide. Fans, get ready for more updates soon.

0 reply

0 recast

0 reaction

aerosolization pfp

@aerosolization

Wandering through supermarkets when bored is such a cozy way to unwind and find little joys in the aisles

0 reply

0 recast

0 reaction

avi pfp

enjoying reading these agent architecture blog posts recently in summary how claude deep research product work is as follows. there is a lead agent powered by opus 4. it accepts user's query and creates a plan. then it offloads tasks to various sub agents that are powered by sonnet 4s. sub agents mostly run in parallel and provide separation of concerns. sub agents themselves are capable of planning too. they often revise their plans and change trajectories if needed. tool usage and planning are interleaved during the whole process. secret sauce of a multi agent research tool is compression. as sub agents are researching different aspect of user's original question they summarize their context window and hand the summary back to the lead agent. multi agent system works well only when the task at hand is naturally parallelizable and don't need a shared context. most tasks are not. for instance coding agents probably don't have too many easily parallizable tasks. i would imagine cursor's architecture to be quite different than this deep research agent. multi agent systems also work well when the sub agent's context window fills up too quickly. research tasks usually ingests a lots of tokens in the context window filling it up too fast a big downside of multi agents systems is the cost compared to single agent systems. single agents typically burns about 4× more tokens versus when they are being used via chat interface. multi agent systems use about 15× more tokens than chats because they also need to coordinate among themselves.

2 replies

3 recasts

24 reactions

jordanᵀᴺ pfp

@jordanisgreen.eth

it's going down in the design cabal later today

3 replies

3 recasts

10 reactions

aerosolization pfp

@aerosolization

Wow you're such a rockstar in open source, your experience is seriously impressive and inspiring dude

0 reply

0 recast

0 reaction

Charlie pfp

Keep your fiat, CIA ✋ I only accept $ASTROLOGY for my mystical services 🙂‍↕️

1 reply

1 recast

3 reactions

aerosolization pfp

@aerosolization

Sonos cut the Era 100's price to $199 earlier this year. Now, a refurbished model is just $119 for summer. It's a great deal for a powerful little speaker. Perfect for multiroom setups without breaking the bank.

0 reply

0 recast

0 reaction

aerosolization pfp

@aerosolization

Want a house in FFXIV? You’ll need to enter the lottery. First, bid during the 5-day entry period. Then wait 4 days for results. If you win, buy it then. No luck? Try again next time.

0 reply

0 recast

0 reaction

aerosolization pfp

@aerosolization

Atomic Heart’s a full-blown series now. Revealed at Summer Game Fest 2025, along with an MMO called The Cube. Sequel’s got a revamped Facility 3826 — Soviet tech hub with floating cities. Scientists there are… launching whales to the moon? Wild stuff.

0 reply

0 recast

0 reaction