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humanspiral

@ humanspiral @lemmy.ca

Posts
9
Comments
1315
Joined
2 yr. ago

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  • Never mind the issue of incorrect political bias classification, is political bias a bannable offense? That seems to be the prompt focus being used.

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    Sam Altman says the quiet part out loud, confirming some companies are ‘AI washing’ by blaming unrelated layoffs on the technology

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  • A lot of companies building AI datacenters, are laying off people to afford the gamble. Oracle, Meta the biggest ones. So there's a real burning of core bridges effect to get into the bubble gold rush.

  • Ruflo: Multi-agent AI orchestration for Claude Code

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  • Ruflo: Multi-agent AI orchestration for Claude Code

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  • SONA learning is cool. Can fine tune a small model as "companion correction" to large model with little hardware. This needs opencode/openrouter integration instead of its focus on US closed networks.

  • The West Forgot How to Build. Now It's Forgetting Code

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  • Training an LLM isn’t really even about compute speed, it’s about access to good training material.

    Consumer can't train from scratch but can fine tune/modify open weights model with their data. There is significant open source training material available, without needing/wanting Harry Potter knowledge.

  • The West Forgot How to Build. Now It's Forgetting Code

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  • I'm unsure the defense industry analogy is correct, although fewer hires does matter. Instead of hires, some people (often deeply unqualified) are now building software for spec to sell to industries that might be charmed/but unqualified to judge the software. Other's making software for their own personal productivity, with self monetization ambitions, often copying what seems useful to others. It's unclear whether there are fewer people working on software, or just bigger monolith companies shifting engineers to take on a more entrepreneurial role. That can mean trouble for the larger software companies.

    You could (many have) make the same argument against higher level languages all these years. If no one actually knows assembler and metal networking (or GPU for that matter now) protocols, they can't possibly make optimized/knowledgeable architecture decisions. The only people allowed to program should be compiler contributors.

  • GitHub Copilot is moving to usage-based billing

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  • what does github copilot do? ELI20ish

  • Trump Administration Will Pay More Energy Firms to Cancel Wind Farms | In exchange, the companies will invest in oil and gas projects, echoing earlier deal with the French energy giant TotalEnergies

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  • This screws over the north east with less energy. Trump/GOP likes to cancel their projects then point that them for mismanagement. North east has to import energy, and boats from TX/LA count as imports. With Jones act shipping rates.

  • Best/Favorite Lemmy Community?

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  • Claude-powered AI coding agent deletes entire company database in 9 seconds — backups zapped, after Cursor tool powered by Anthropic's Claude goes rogue

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  • This is fine! I get paid to write code that passes tests. if Format F: and recreating test environment passes the most tests...

  • DeepSeek ditches Nvidia for Huawei chips in V4 launch

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  • Huawei's clusters have close to 4x the ram as NVIDIAs, and TFLOPs is most relevant to training. Huawei has better interconnect technology than NVIDIA, but incompatible with H200s, and so for China/friends use, it's a much better package. Price/performance of 910 vs 5090 or 6000ada is much higher at single card level. The power cost/availability in China gives them much higher potential deployment rates. Chinese cloud rates tend to be lower than the same model on US clouds.

  • DeepSeek ditches Nvidia for Huawei chips in V4 launch

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  • 3.6 27b is probably most powerful/efficient (to size) model out there. Qwen has a history of leveraging deepseek power as well. (deepseek creating small models with Qwen as the base), and Alibaba is main hosting service for deepseek. Alibaba/Qwen in talks to invest in Deepseek, atm.

  • DeepSeek ditches Nvidia for Huawei chips in V4 launch

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  • Huawei outperforms NVIDIA at the "cluster" level. Which are mostly turnkey systems for datacenter units. And promises truck container level cluster for next generation that is 30x the zetaflops as NVIDIA rubin cluster. China currently operates at 50% electric production capacity, and energy extremely abundant and low price, which make the per level card performance deficit irrelevant.

  • DeepSeek ditches Nvidia for Huawei chips in V4 launch

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  • It is for inference, which is generally good at open backends. Most models done in pytorch, with backend library.

  • Slopaganda: Coordinated network of inauthentic YouTube channels are pushing secession to Canadians at Alberta and even U.S. annexation.

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  • It takes 34 states to declare constitutional convention. Once it starts, no rules. If one of the agenda items include redrawing state lines for more unity, can give more power to groups/states to join separate unions that advance their values.

  • Slopaganda: Coordinated network of inauthentic YouTube channels are pushing secession to Canadians at Alberta and even U.S. annexation.

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  • At 32% approval, and blatant election rigging plans, a constitutional convention should occur instead of planning around impeachment for last 2 years of term.

  • Slopaganda: Coordinated network of inauthentic YouTube channels are pushing secession to Canadians at Alberta and even U.S. annexation.

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  • Canadian or Provincial annexation is a terrible deal for 2 main reasons.

    US debt, and power projection, is on a near term collapse trajectory. Insane healthcare, military spending levels for no social services is higher effective tax/oppression rate on people/small business. Changes in provincial (and/or federal) government structure would be extremely disruptive.

    Territorial possession of the US is far more likely than statehood. Far less generous autonomy (Quebec especially) granted by Federal government, and autonomy eroded continuously like native treaties have been. Increased north/south trade seems nice, but "real states" will get federal manufacturing incentives, and possessions will be hollowed out to 3rd world level. Jones act regulations on sea shipping means high cost of living.

    While tariffs decrease unity as they should, the whole "protect steel and auto workers for outrageously expensive cars in states that don't have those industries" is reason for highest GDP states to secede from genuinely corrupt political process, that propagandizes swing states on national socialist domination of uneconomic operations delivering no results for them, and shit product for the oppressed states.

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  • salinity changes, not temperature

    temperature melt driven salinity changes.

    how much heat AMOC carries from the equator to northern europe, and also try to see how much air it’s heating in the atmosphere.

    the physics experiment should include heat in oceans trapped below surface. The different heat flow from 35C Florida oceans in October vs what used to be 28C even at slower flow rate. How a 2 delta melt rate one season could reduce the melt rate next season, how Greenland melt into 10C water instead of 2C water would increase the southward flow rate that increases/maintains the north flow. Salinity normalizes within 3 months. Early summer melt will be low at low winter freeze rates, by theory increasing Carribean north flow, late summer south flow will be warmer.

    Observations since 2016 data paper have been the opposite warming of Europe in winter.

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  • Even if current weakens it won't make Europe cold. Main effect will be extreme hot subtropical ocean and stronger hurricanes in Caribbean and south US. Those hotter sea levels will still distribute heat along the main current path. But Europe will get warmer because Atlantic gets warmer without current. Hot water spreads naturally, and hot air temperatures make water warmer. Continuous dropping of Artic ice levels, especially the winter maximums, means very long summer warming periods and very high fall arctic ocean temps, means steady ocean temperatures at UK level.

    AMOC collapse theory is based on accelerated Artic melting. But what's happening so far, last decade or so, is less freezing happening each year. At the time the theory was developed, global warming was led by Arctic region, warming 3-4x faster than rest of planet. Rest of planet has caught up without maintaining that ratio.