24 Jan 2026, 14:12 UTC578 views4 reactionsread 8 August 2026 This year I took on a project to write a book on how to build a vulnerability scanner from scratch (hands-on).
It's in its early stages (wrote the first chapter), and so I’m looking for a small group of early readers who are willing to read carefully and leave honest, critical feedback - especially around clarity, assumptions, and where things feel hand-wavy or confusing.
If that sounds like something you’d enjoy, …
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6 Dec 2025, 05:51 UTC695 views0 reactionsread 8 August 2026 🧠 Top AI News · 06 Dec 2025
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Key Takeaways
Recent developments in AI highlight a dynamic landscape marked by both technological innovation and evolving community challenges. At NeurIPS 2025, workshops exploring AI applications beyond traditional domains, such as non-human animal communication, underscore the field’s expanding interdisciplinary reach. Concurrently, advances in self-impro…
28 Nov 2025, 17:33 UTC323 views1 reactionsread 8 August 2026 🧠 Top AI News · 28 Nov 2025
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Key Takeaways
Recent developments in AI reveal a dynamic landscape marked by significant advancements in model architectures, hardware innovation, and community discourse. Prime Intellect’s release of INTELLECT-3, a 100-billion-plus parameter Mixture-of-Experts model trained with large-scale reinforcement learning, sets a new benchmark for open-source models…
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28 Nov 2025, 17:33 UTC524 viewsread 8 August 2026 Twitter Highlights (1)
Reference Tweets
- @levelsio — The Nano Banana Pro has potential in generating realistic imagery, yet its inconsistency raises concerns. Users may find surprising discrepancies in likeness, resembling random figures instead of accurate depictions. — levelsio
Lobsters Highlights (1)
5. ML-KEM Mythbusting
_Source_: lobsters › cryptography,math,security
_Why it matters_: There have been som…
27 Nov 2025, 16:59 UTC219 viewsread 8 August 2026 🧠 Top AI News · 27 Nov 2025
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Key Takeaways
Recent developments in AI highlight a dynamic interplay between open-source innovation, community governance, and infrastructure security. German researchers demonstrated that open-source models can surpass human performance on the ARC-AGI benchmark with remarkable cost efficiency, achieving 71.6% accuracy at just two cents per task—vastly chea…
27 Nov 2025, 16:59 UTC262 viewsread 8 August 2026 Rss Highlights (1)
4. Mixpanel security incident: what OpenAI users need to know
_Source_: rss › openai.com
_Why it matters_: OpenAI shares details about a Mixpanel security incident involving limited API analytics data. No API content, credentials, or payment details were exposed.
_Tags_: Companies: OpenAI
🔗 https://openai.com/index/mixpanel-incident
Twitter Highlights (3)
Reference Tweets
- @levelsio…
26 Nov 2025, 05:40 UTC212 views1 reactionsread 8 August 2026 Rss Highlights (3)
4. FLUX.2 Image Generation Models Now Released, Optimized for NVIDIA RTX GPUs
_Source_: rss › blogs.nvidia.com
_Why it matters_: Black Forest Labs — the frontier AI research lab developing visual generative AI models — today released the FLUX.2 family of state-of-the-art image generation models. FLUX.2 is packed with new tools and capabilities, including a multi-reference feature that can gen…
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26 Nov 2025, 05:40 UTC215 viewsread 8 August 2026 🧠 Top AI News · 26 Nov 2025
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Key Takeaways
Recent developments in AI reveal a dynamic landscape marked by significant model releases, infrastructure innovations, and evolving user experiences. Perplexity AI has rolled out Grok 4.1 to its Pro and Max subscribers, enhancing its AI toolkit with cutting-edge features, alongside launching a personalized shopping experience that integrates Pa…
23 Nov 2025, 18:12 UTC217 views1 reactionsread 8 August 2026 🧠 Top AI News · 23 Nov 2025
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Key Takeaways
Recent developments in AI and software engineering reveal a dynamic landscape marked by rapid innovation and critical reflection. Google’s Gemini 3 has drawn comparisons to the transformative leap of GPT-4, showcasing impressive capabilities such as the Gemini Nano Banana Pro’s ability to solve exam questions directly from images, including com…
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23 Nov 2025, 18:12 UTC267 views2 reactionsread 8 August 2026 Lobsters Highlights (2)
5. Introducing F# 10
_Source_: lobsters › dotnet,ml
_Why it matters_: F# 10 is now shipping with .NET 10 and Visual Studio 2026. This version is a refinement release focused on clarity, consistency, and performance, bringing small but meaningful improvements that make your everyday code more legible and robust.
🔗 https://devblogs.microsoft.com/dotnet/introducing-fsharp-10/
6. A Rever…
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22 Nov 2025, 07:43 UTC254 views2 reactionsread 8 August 2026 5. Olmo 3: America’s truly open reasoning models
_Source_: rss › www.interconnects.ai
_Why it matters_: We present Olmo 3 our next family of fully open — Nathan Lambert
_Tags_: Models: Olmo 3
🔗 https://www.interconnects.ai/p/olmo-3-americas-truly-open-reasoning
6. Open ASR Leaderboard: Trends and Insights with New Multilingual & Long-Form Tracks
_Source_: rss › huggingface.co
_Why it matters_: 1. C…
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22 Nov 2025, 07:43 UTC249 views1 reactionsread 8 August 2026 🧠 Top AI News · 22 Nov 2025
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Key Takeaways
Recent developments in AI highlight a dynamic landscape of innovation, community tools, and ongoing challenges. Notably, new platforms like OCR Arena have emerged to simplify benchmarking across multiple OCR models, addressing the growing difficulty in evaluating the rapid influx of vision-language models. Meanwhile, advancements in lightweight…
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Showing the 12 most recent of 20 posts we hold for @booksbytes. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.