Flamehaven @flamehaven01
Designing frameworks for AGI futures — ethical, sovereign, and semantically stable. flamehaven.space Joined August 2025-
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A 7-year open-world masterpiece got 6/10. Yet it sold 5 million copies. Why did critics punish it so hard? What is the 'Innovation Tax'? And how does a game still win even after paying it? This might change how you see new games forever flamehaven.space/writing/crimso…
🚀Just released STEM-BIO-AI — an open-source tool that quickly evaluates the trustworthiness of Bio/Med AI repositories. Scans README, code, CI, etc. locally with no LLM. Outputs clear T0~T4 tier with traceable evidence. github.com/flamehaven01/S…
Stop trusting "stable" models with unjustified claims. SPAR delivers physics-proven rigor to Scientific ML and regulated analytics. It’s the only deterministic framework that verifies if your model actually deserves its interpretation. Link in first comment. 👇 #ScientificML
User Review 🔥 “AI-SLOP-Detector is a total game changer for code quality. Turned it into a Claude Code skill with /slop, /slop-file, /slop-gate — it explains issues in plain English and suggests fixes. Running it on all my repos now!” github.com/flamehaven01/A…
GitHub link 👇 github.com/flamehaven01/A… • VS Code Extension • GitHub Action (catches in 3s) • pre-commit hook • SPAR adversarial validation pip install ai-slop-detector Star if you want daily real slop examples 👀
AI spat out 400 lines of “production-ready” code. Ran it → only empty functions, fake docstrings, phantom imports. Zero logic. My CI now kills it in 3s with slop score 94. Shipping clean code again. AI-SLOP-Detector + SPAR v3.5.0 dropped 🔥
A technical audit of 10 open-source Bio-AI repositories using code inspection and STEM-AI trust scoring. 8 of 10 scored T0: trust not established. The real shock is this: open code did not translate into open trust. The deeper findings are in the full report below 👇
Most people don’t actually want AI. They want a competent coworker that never lies, never forgets, and never wastes their time. Anthropic’s data quietly confirms this. More detailed insight in the article below. flamehaven.space/writing/what-a…
GitHub lets you disable Pull Requests. OpenClaw exploded to 190k stars, then 341 malicious skills slipped in. The PR gate is dying—AI killed understanding. Read why. The Pull Request Illusion: How AI Is Hollowing Out Software’s Last Line of Defense open.substack.com/pub/flamehaven…
AlphaFold hallucination’s fix wasn’t in a bigger model. It was in a 1990s lesson from X-ray vs NMR disagreement. more info👇
If you only read benchmarks, 2026 looks like the year reasoning AI arrived. If you try to deploy it, it looks very different. Here’s why most reasoning systems still can’t ship—and the pattern that does. 👇 medium.com/p/the-ai-fligh…
📊 The numbers don't lie: GitClear analyzed 211M lines of code and found: - Code churn nearly doubled (3.5% → 5.7%) - Refactoring collapsed 60% (25% → 10%) - Copy/paste increased 8-fold - Stack Overflow traffic down 78% This isn't anti-AI hysteria. This is a wake-up call.
🧵 We just saved $91K by proving a formulation would fail—in 2 hours instead of 8 months. Here's how 'failing fast' became our biggest win: dev.to/flamehaven01/h…
🔗VSC Extention: marketplace.visualstudio.com/items?itemName… 🔗 Github Changelog: github.com/flamehaven01/A…
Most static analysis tools ask: “Is this complex?” AI Slop Detector v2.6.3 asks a different question: “Is this complexity intentional?” Now live as a VS Code extension. Consent-aware static analysis for real-world code #VSCode #DevTools #StaticAnalysis #CodeReview #OpenSource
github.com/flamehaven01/A… ⚡ Quick start (v2.6.2): pip install -U ai-slop-detector slop-detector --project . --ci-claims-strict
🤔 Is your AI-generated code full of slop? Bloated docstrings, fake imports, empty functions? AI-SLOP-Detector reveals it 🔥 Detects 14+ patterns, checks claims, slop score 0-100. Your code's score? 😏 Find out the WAY! First Comment #AI #Python #CodeQuality #DeveloperTools
Zachary Lipton @zacharylipton
69K Followers 2K Following Professor: CMU/@acmi_lab, Cofounder: @AbridgeHQ, Creator: @d2l_ai & https://t.co/QQt98VNLUp, Relapsing 🎷
Durk Kingma @dpkingma
56K Followers 408 Following @AnthropicAI. Prev. @Google Brain/DeepMind, founding team @OpenAI. Computer scientist; inventor of the VAE, Adam optimizer, and other methods. ML PhD.
Ying Sheng @ SGLang S... @ying11231
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Sam Bowman @sleepinyourhat
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Zico Kolter @zicokolter
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Anton Osika @antonosika
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Yejin Choi @YejinChoinka
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Woosuk Kwon @woosuk_k
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Shruti @heyshrutimishra
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Haihao Shen @HaihaoShen
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Alex Ratner @ajratner
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Stefano Ermon @StefanoErmon
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Jerry Liu @jerryjliu0
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Behnam Neyshabur @bneyshabur
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Ofir Press @OfirPress
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Matt Wolfe @mreflow
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François Chollet @fchollet
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Christopher Manning @chrmanning
172K Followers 399 Following Founder @stanfordnlp & cs224n—Senior Fellow @StanfordHAI—Prof. CS & Linguistics @Stanford—GP @aixventureshq—MTS @moonlake—Australian🇦🇺—Do #NLProc & #AI 👋
David Krueger 🦥 �... @DavidSKrueger
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Soumith Chintala @soumithchintala
331K Followers 1K Following Building new things @thinkymachines. Also dabble in robotics at NYU. Cofounded @PyTorch. AI is delicious when it is accessible and open-source.
Neel Nanda @NeelNanda5
50K Followers 126 Following Mechanistic Interpretability lead DeepMind. Formerly @AnthropicAI, independent. In this to reduce AI X-risk. Neural networks can be understood, let's go do it!
John Schulman @johnschulman2
83K Followers 2K Following @thinkymachines. Interested in reinforcement learning, alignment, birds, jazz music
Jacob Steinhardt @JacobSteinhardt
14K Followers 81 Following Associate Professor of Statistics and EECS, UC Berkeley // Co-founder and CEO, @TransluceAI
DAIR.AI @dair_ai
136K Followers 1 Following Democratizing AI research, education, and technologies. Learn about AI Agents for FREE at https://t.co/HHXg8rryu4
Yi Ma @YiMaTweets
129K Followers 838 Following Chair Professor of AI, Hong Kong University Pursuing a Mathematical Theory of Intelligence: https://t.co/leZlkUQDhL
Sebastian Ruder @seb_ruder
99K Followers 1K Following Research Scientist @AIatMeta MSL • Ex @Cohere @GoogleDeepMind
Jim Fan @DrJimFan
603K Followers 3K Following NVIDIA Director of Robotics & Distinguished Scientist. Co-Lead of GEAR lab. Solving Physical AGI, one motor at a time. Stanford Ph.D. OpenAI's 1st intern.
Stanford NLP Group @stanfordnlp
196K Followers 366 Following Natural Language Processing/Machine Learning @chrmanning @jurafsky @percyliang @ChrisGPotts @tatsu_hashimoto @MonicaSLam @Diyi_Yang @YejinChoinka @StanfordAILab
VraserX e/acc @VraserX
24K Followers 461 Following Teacher by heart, AI enthusiast by curiosity, passionate about inspiring minds, exploring tech, and making learning exciting, human, and future-focused!
Jeff Dean @JeffDean
533K Followers 6K Following Co-founder & CEO of Discovery Loop. Former Chief Scientist, Google. Helped build many Google products, TPUs, Gemini, TensorFlow, MapReduce, Bigtable, ...
Google DeepMind @GoogleDeepMind
1.6M Followers 267 Following The engine room of @Google. Building AI safely and responsibly to solve the world’s most complex problems. Join us: https://t.co/jUHQA27iBL
Andrej Karpathy @karpathy
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Andrew Ng @AndrewYNg
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Aran Komatsuzaki @arankomatsuzaki
198K Followers 450 Following Sharing AI research. Early work on AI (GPT-J, scaling, MoE). Ex ML PhD (GT) & Google.
OpenAI @OpenAI
5.5M Followers 4 Following OpenAI’s mission is to ensure that artificial general intelligence benefits all of humanity. We’re hiring: https://t.co/dJGr6LgzPA
Prophet Arena @ProphetArena
2K Followers 21 Following The AI benchmark for predictive intelligence | SIGMA Lab @UChicagoCS @DSI_UChicago | ICML 2026 Workshop Not affiliated to any tokens or crypto protocols.
Jan Leike @janleike
143K Followers 335 Following AI research @AnthropicAI. Previously OpenAI & DeepMind. Optimizing for a post-AGI future where humanity flourishes. Opinions aren't my employer's.
Yann LeCun @ylecun
1.3M Followers 799 Following Founder/Chair, AMI Labs; Professor, NYU; Partner, 224 Ventures; Ex-Chief AI Scientist, Meta. Researcher in AI, ML, Robotics, etc. ACM Turing Award Laureate.
Eren Bali @erenbali
84K Followers 2K Following Cofounder, CEO of @monogram_ai. Previously founder/CEO of Udemy and Carbon Health. IMO medalist.
Hugging Face @huggingface
830K Followers 227 Following The AI community building the future. https://t.co/TpiXQMQ9rZ
Kevin Weil 🇺🇸 @kevinweil
124K Followers 3K Following CEO @warpsciences BoD @Cisco @Stoke_Space LTC @USArmyReserve Ex CPO+Science @OpenAI, @Planet @Instagram @Twitter ❤️ @elizabeth ultramarathons kids cats math
Deedy @deedydas
260K Followers 6K Following Partner at @MenloVentures. Investor: Anthropic, OpenRouter, Modal, Wispr, Pangram, Greptile, Inception, Goodfire. prior: Glean, Google Search. Cornell CS.Trends for United States
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