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1000 results for “sparse_array”
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Что нашли внутри Claude, когда заглянули ему в голову
Мы привыкли, что нейросети — это «черный ящик»: на входе данные, на выходе ответ, а внутри магия. Но что, если этот ящик можно сделать прозрачным? Команда Anthropic провела масштабное препарирование Claude 3 Sonnet, чтобы найти конкретные «фичи», отвечающие за концепции — от Золотых Ворот до уязвимостей в коде. Разбираемся, как устроены мысли нейросети и почему это открытие меняет наше представление о безопасности ИИ.
https://habr.com/ru/articles/993384/
#Claude #Anthropic #LLM #нейросети #sparse_autoencoders #SAE #искусственный_интеллект #машинное_обучение #безопасность_ИИ
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Что нашли внутри Claude, когда заглянули ему в голову
Мы привыкли, что нейросети — это «черный ящик»: на входе данные, на выходе ответ, а внутри магия. Но что, если этот ящик можно сделать прозрачным? Команда Anthropic провела масштабное препарирование Claude 3 Sonnet, чтобы найти конкретные «фичи», отвечающие за концепции — от Золотых Ворот до уязвимостей в коде. Разбираемся, как устроены мысли нейросети и почему это открытие меняет наше представление о безопасности ИИ.
https://habr.com/ru/articles/993384/
#Claude #Anthropic #LLM #нейросети #sparse_autoencoders #SAE #искусственный_интеллект #машинное_обучение #безопасность_ИИ
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Что нашли внутри Claude, когда заглянули ему в голову
Мы привыкли, что нейросети — это «черный ящик»: на входе данные, на выходе ответ, а внутри магия. Но что, если этот ящик можно сделать прозрачным? Команда Anthropic провела масштабное препарирование Claude 3 Sonnet, чтобы найти конкретные «фичи», отвечающие за концепции — от Золотых Ворот до уязвимостей в коде. Разбираемся, как устроены мысли нейросети и почему это открытие меняет наше представление о безопасности ИИ.
https://habr.com/ru/articles/993384/
#Claude #Anthropic #LLM #нейросети #sparse_autoencoders #SAE #искусственный_интеллект #машинное_обучение #безопасность_ИИ
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Tonight: wildly dark, almost sinister Irish folk drones from Lankum side project One Leg One Eye. Sparse vocals, traditional instruments, and deep electronics and synth. Littlefield is literally trembling. It's a mood, for sure. Heavy.
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Liquid AI releases LFM2-24B-A2B, a hybrid architecture that blends attention with convolutions to solve modern LLM scaling bottlenecks: Using a 1:3 ratio of attention to gated convolutions with sparse MoE, the model achieves 24B parameters while only activating 2.3B, fitting in 32GB RAM for local deployment. https://www.marktechpost.com/2026/02/25/liquid-ais-new-lfm2-24b-a2b-hybrid-architecture-blends-attention-with-convolutions-to-solve-the-scaling-bottlenecks-of-modern-llms/ #AIagent #AI #LLM #GenAI #LiquidAI
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Sorting through my notes again, and hands-down the most interesting and thought-provoking talk I heard at the recent #DGKL conference in Osnabrück was @mhuening "Zur Morphologisierung sozialer Bedeutung". Unfortunately my notes are rather sparse: crazy examples of #German "-isierung" #derivation with completely different contextual meanings, and pointers to work by Alastair Pennycook (After words and Language assemblages, both 2024) and the Penelope Eckert paper on the Limits of meanings (https://doi.org/10.1353/lan.2019.0072) which I have wanted to read for a while now ... :)
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"Try to Remember" is a song about nostalgia from the #musicalComedy play #TheFantasticks (1960). It is the first song performed in the show, encouraging the audience to imagine what the sparse set suggests. The words were written by the American lyricist #TomJones while #HarveySchmidt composed the music.
https://www.youtube.com/watch?v=chXuhNeBhjM -
Contrarily to the hype, #AI is contributing to increase #carbonfootprint. I wrote a short summary, and proposed few ideas (sparse #neuralnetworks, simpler #LLM models, #neuromorphic hardware, #federatedlearning, #transferlearning)
https://alecrimi.substack.com/p/ai-carbon-footprint
#ml #sustainability -
https://www.storyangles.com/post/minimalism-vs-maximalism-in-writing
In writing styles, two opposing approaches steal the spotlight: minimalism and maximalism.
Sparse prose or elaborate descriptions? See how they stack up against each other.#minimalism #maximalism #writingstyle #StoryAngles #fiction #writingcommunity #writer
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https://www.storyangles.com/post/minimalism-vs-maximalism-in-writing
In writing styles, two opposing approaches steal the spotlight: minimalism and maximalism.
Sparse prose or elaborate descriptions? See how they stack up against each other.#minimalism #maximalism #writingstyle #StoryAngles #fiction #writingcommunity #writer
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https://www.storyangles.com/post/minimalism-vs-maximalism-in-writing
In writing styles, two opposing approaches steal the spotlight: minimalism and maximalism.
Sparse prose or elaborate descriptions? See how they stack up against each other.#minimalism #maximalism #writingstyle #StoryAngles #fiction #writingcommunity #writer
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https://www.storyangles.com/post/minimalism-vs-maximalism-in-writing
In writing styles, two opposing approaches steal the spotlight: minimalism and maximalism.
Sparse prose or elaborate descriptions? See how they stack up against each other.#minimalism #maximalism #writingstyle #StoryAngles #fiction #writingcommunity #writer
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Even after all these years, it continues to surprise me how simple, effective, reliable it can be.
A couple of weeks back, as part of the Sparse (Graphs) Coalition (https://sparse-graphs.mimuw.edu.pl/doku.php?id=start), Stijn, Nemanja, António and Eoin organised the session "Topics in Ramsey Theory" (thanks!):
https://sparse-graphs.mimuw.edu.pl/doku.php?id=sessions:2025sessions:2025session1
Distilled, it goes as follows:
1. Enlist enthusiastic participants to commit to some week.
2. Gather interesting problems from them in advance.
3. At the beginning of the week, divide into working groups, based on participant preferences.
4. Work on the problems during the week (and often beyond the meeting).While perhaps this occurs regularly at workshop centres ensconced in forests or on tropical islands, etc. we use exclusively remote means.
It's still early on, but it looks as if the Ramsey groups already made some interesting progress on several nice problems.
#openscience #researchpractices #graphs #combinatorics #math
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If you’re following BakersRelay for the first time I’m on -
California: #HeadFire #LonePineFire #PilotFire #SRFSmithRiverComplex, and tomorrow will be supporting info on #Hilary
Washington: Monitoring
#CanadianWildfires - Boosting any info/alerts I can find. Unfortunately info’s been sparse.
#MauiFires - supporting and monitoring
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@rachelwilliams, yes, the #DeepNeuralNetworks exhibit true #intuition and #creativity. However, the large amount of #compute required is because we are using traditional #computers which are #synchronous, #dense and #sequential to emulate these #NeuralNetworkArchitectures which are #asynchronous, #sparse and massively #parallel.
With proper #cores they should take much less power than the human #brain, which is 12 W. -
«"Non eravamo #neonazisti. Ma un gruppo di gamer […]. Le armi, le cellule sparse in Italia e i piani d’assalto erano solo riferimenti alla nostra gilda virtuale”.
Sabelli era al vertice. […] Fino a quando, nel 2024, la Digos ha smantellato il gruppo scoprendo anche il covo segreto, nel parco della #Caffarella […]. All’interno, sono state trovate mitragliatrici, pistole, e un coltello con la #svastica, si legge nell’ordinanza di misura cautelare». -
«"Non eravamo #neonazisti. Ma un gruppo di gamer […]. Le armi, le cellule sparse in Italia e i piani d’assalto erano solo riferimenti alla nostra gilda virtuale”.
Sabelli era al vertice. […] Fino a quando, nel 2024, la Digos ha smantellato il gruppo scoprendo anche il covo segreto, nel parco della #Caffarella […]. All’interno, sono state trovate mitragliatrici, pistole, e un coltello con la #svastica, si legge nell’ordinanza di misura cautelare». -
«"Non eravamo #neonazisti. Ma un gruppo di gamer […]. Le armi, le cellule sparse in Italia e i piani d’assalto erano solo riferimenti alla nostra gilda virtuale”.
Sabelli era al vertice. […] Fino a quando, nel 2024, la Digos ha smantellato il gruppo scoprendo anche il covo segreto, nel parco della #Caffarella […]. All’interno, sono state trovate mitragliatrici, pistole, e un coltello con la #svastica, si legge nell’ordinanza di misura cautelare». -
«"Non eravamo #neonazisti. Ma un gruppo di gamer […]. Le armi, le cellule sparse in Italia e i piani d’assalto erano solo riferimenti alla nostra gilda virtuale”.
Sabelli era al vertice. […] Fino a quando, nel 2024, la Digos ha smantellato il gruppo scoprendo anche il covo segreto, nel parco della #Caffarella […]. All’interno, sono state trovate mitragliatrici, pistole, e un coltello con la #svastica, si legge nell’ordinanza di misura cautelare». -
Cool dataset of #WaterVapour on #Copernicus #CDS shared by @OceanTerra but what really strikes me is the position of #GNSS obs - so many in Europe and so sparse everywhere else (just like many other measurements).
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Noticias sobre Python y Datos de la semana, episodio 66 🐍⚙️
En resumen: Nuevo JupyterLab Desktop, versiones nuevas de Kedro y sparse, anunciada alternativa a Voilà y Dash, mamba para creación ultrarrápida de entornos, y empleo pythonístico cooperativo https://astrojuanlu.substack.com/p/episodio-66 Apoya el noticiero suscribiéndote por correo 📫
#noticieropythonydatos #jupyterlab #kedro #mamba #duckdb #pydata #python #noticieropythoncientifico
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By knob-twisting γ, β and ρ, the framework creates sparse or dense, assortative or disassortative nets - perfect for stress-testing new GNNs. https://hackernoon.com/stress-test-node-and-link-models-with-one-click-meet-hypnf #networktopology
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A little late posting, but here are the interesting #AudioDescription links I've collected for January 2026. A bit sparse, but some great material.
https://vividlanguage.bearblog.dev/audio-description-links-01-2026/
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Un #elicottero in #America viene spacciato per un elicottero a #Milano con un elenco di bizzarre sostanze tipiche delle più assurde teorie del #complotto sparse dai #PoteriForti
Per dettagli: https://www.bufale.net/questo-non-e-un-elicottero-a-milano-che-sparge-scie-chimiche/
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So it's #introduction post, I have joined mastodon this week and am getting the hang of it
I am into #beatMaking #MusicProduction #FantasyLiterature and #Music
I also like #RetroMedia #Animation and #SciFiMovies
looking for people to follow, (my home feed is a little sparse )
if you can recommend me a friend or two I would be very happy, or maybe boost this post so I can get more recommends
thank you all good folk
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So it's #introduction post, I have joined mastodon this week and am getting the hang of it
I am into #beatMaking #MusicProduction #FantasyLiterature and #Music
I also like #RetroMedia #Animation and #SciFiMovies
looking for people to follow, (my home feed is a little sparse )
if you can recommend me a friend or two I would be very happy, or maybe boost this post so I can get more recommends
thank you all good folk
