🚀 WELCOME TO METAMESH.BIZ +++ US fabs throwing $43B at chips by 2028 while OpenAI somehow got GPT-20B running on your phone (the compute moat just became a puddle) +++ Security researchers can't agree if AI will kill us all but at least someone built 99.9% accurate OCR so the paperwork will be pristine +++ Sora 2 already degrading like a JPEG saved too many times (baby dragons on Sunset Boulevard deserve better) +++ THE REVOLUTION WILL BE QUANTIZED, PHONE-OPTIMIZED, AND STILL SOMEHOW NEED MORE VRAM +++ 🚀 •
🚀 WELCOME TO METAMESH.BIZ +++ US fabs throwing $43B at chips by 2028 while OpenAI somehow got GPT-20B running on your phone (the compute moat just became a puddle) +++ Security researchers can't agree if AI will kill us all but at least someone built 99.9% accurate OCR so the paperwork will be pristine +++ Sora 2 already degrading like a JPEG saved too many times (baby dragons on Sunset Boulevard deserve better) +++ THE REVOLUTION WILL BE QUANTIZED, PHONE-OPTIMIZED, AND STILL SOMEHOW NEED MORE VRAM +++ 🚀 •
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📚 HISTORICAL ARCHIVE - October 11, 2025
What was happening in AI on 2025-10-11
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🌐 POLICY

The Senate passes a measure requiring Nvidia and AMD to prioritize US customers over China for advanced AI chip sales, as part of its annual defense policy bill

via Techmeme 👤 Bloomberg 📅 2025-10-10
⚡ Score: 8.8
📊 BENCHMARKS

SemiAnalysis launches InferenceMAX, an open-source benchmark that automatically tracks LLM inference performance across AI models and frameworks every night

via Techmeme 👤 Newsletter 📅 2025-10-10
⚡ Score: 8.5
📊 DATA

Benchmarking LLM Inference on RTX 4090 / RTX 5090 / RTX PRO 6000 #2

via r/LocalLLaMA 👤 u/NoVibeCoding 📅 2025-10-10
⬆️ 38 ups ⚡ Score: 8.2
"Hi LocalLlama community. I present an LLM inference throughput benchmark for RTX4090 / RTX5090 / PRO6000 GPUs based on vllm serving and **vllm bench serve** client benchmarking tool. Full article on Medium [Non-med..."
💬 Reddit Discussion: 18 comments 😐 MID OR MIXED
🎯 GPU performance • Training and inference • Parallelism and bottlenecks
💬 "6000 Pro is one of the best 'deals' in GPUs that NVIDIA has shipped in a long time" • "It's worth tweaking all the knobs to figure out which set of tradeoffs best fits your specific workload!"
💰 FUNDING

Nvidia's $100B OpenAI Bet: Risks of Circular Investment in AI Infra

via HackerNews 👤 dezb 📅 2025-10-11
🔺 1 pts ⚡ Score: 8.2
💼 JOBS

Fears over AI bubble bursting grow in Silicon Valley

via HackerNews 👤 RyanShook 📅 2025-10-11
🔺 66 pts ⚡ Score: 7.7
💬 HackerNews Buzz: 54 comments 😤 NEGATIVE ENERGY
🎯 AI market dynamics • AI adoption and impact • Bubble concerns
💬 "it is very clear the AI market as a whole isn't a bubble" • "Achieving superintelligence 'too fast' would have a similar effect"
🛠️ SHOW HN

Show HN: OpenAI hasn't released their Apps SDK so we did

via HackerNews 👤 mercury24aug 📅 2025-10-10
🔺 6 pts ⚡ Score: 7.5
🔬 RESEARCH

I built a memory system for Claude that solves the context loss issue

via HackerNews 👤 brucepro 📅 2025-10-11
🔺 3 pts ⚡ Score: 7.4
🔒 SECURITY

Hardware Vulnerability Allows Attackers to Hack AI Training Data – NC State News

via HackerNews 👤 rbanffy 📅 2025-10-10
🔺 2 pts ⚡ Score: 7.3
🔧 INFRASTRUCTURE

We Ran OpenAI GPT-OSS 20B Locally on a Phone

via HackerNews 👤 alanzhuly 📅 2025-10-11
🔺 2 pts ⚡ Score: 7.3
🌐 POLICY

The UK CMA designates Google with “strategic market status” in search and ads, but excludes Gemini; Google has warned such oversight could slow product launches

via Techmeme 👤 Ft 📅 2025-10-10
⚡ Score: 7.3
🛠️ TOOLS

[Looking for testers] TraceML: Live GPU/memory tracing for PyTorch fine-tuning

via r/LocalLLaMA 👤 u/traceml-ai 📅 2025-10-11
⬆️ 3 ups ⚡ Score: 7.0
"I am looking for a few people to test TraceML, an open-source tool that shows GPU/CPU/memory usage live during training. It is for spotting CUDA OOMs and inefficiency. It works for single-GPU fine-tuning and tracks activation + gradient peaks, per-layer memory, and step timings (forward/backward/o..."
🏢 BUSINESS

It's OpenAI's world, we're just living in it

via HackerNews 👤 feross 📅 2025-10-10
🔺 85 pts ⚡ Score: 7.0
💬 HackerNews Buzz: 161 comments 🐝 BUZZING
🎯 Tech industry hype and unsustainability • AI ecosystem financial viability • Potential for innovative products
💬 "the tech industry has been in hot water since at least 2018" • "OpenAI and the rest of the AI ecosystem will need a financial miracle to stay afloat"
🔬 RESEARCH

The Alien Artifact: DSPy and the Cargo Cult of LLM Optimization

via HackerNews 👤 valgaze 📅 2025-10-11
🔺 2 pts ⚡ Score: 7.0
🤖 AI MODELS

GPT-OSS 20B running on a phone

via HackerNews 👤 alanzhuly 📅 2025-10-11
🔺 2 pts ⚡ Score: 7.0
👁️ COMPUTER VISION

Built a Production Computer Vision System for Document Understanding, 99.9% OCR Accuracy on Real-World Docs

via r/computervision 👤 u/BaronofEssex 📅 2025-10-11
⬆️ 3 ups ⚡ Score: 7.0
"https://preview.redd.it/qnsuhxni1juf1.png?width=1912&format=png&auto=webp&s=c131dd88d7134a7633ebb63ef705b6c9ec3e7d43 https://preview.redd.it/otxgwibj1juf1.png?width=1918&format=png&auto=webp&s=8321f39ac82060c3f1f82210de04fa68bb2b3545 https://preview.redd.it/jjq41x7k1juf1.pn..."
🎨 CREATIVE

Side by side comparison of Sora 2 quality degradation

via r/OpenAI 👤 u/Snoo_64233 📅 2025-10-11
⬆️ 70 ups ⚡ Score: 7.0
"Prompt 1: Chasing the baby dragon that is flying at street level along the Sunset Boulevard at sundown. Cameraman is riding on a bike Prompt 2: The scene is a first-person POV of a busy crosswalk, with vehicles stalled at a red light on Sunset Boulevard. The same baby dragon playfully hops across..."
💬 Reddit Discussion: 21 comments 😐 MID OR MIXED
🎯 Model quality comparison • API vs. app performance • Prompt interpretation consistency
💬 "This is normal. In backend they do lot of re-routing and you can never be sure it's the same model." • "Feels like an inferior distilled model."
🌐 POLICY

China bans TechInsights after Huawei chip report

2x SOURCES 🌐 📅 2025-10-10
⚡ Score: 7.0
+++ Reverse engineering firm gets banned from Chinese data after publishing analysis of Huawei's Ascend AI chips. Transparency has consequences. +++

China blacklists major chip research firm TechInsights following Huawei report

via HackerNews 👤 ilamont 📅 2025-10-10
🔺 3 pts ⚡ Score: 7.0
🔒 SECURITY

OpenAI's internal Slack messages could cost it billions in copyright suit

via HackerNews 👤 ModelForge 📅 2025-10-10
🔺 2 pts ⚡ Score: 6.9
🔬 RESEARCH

I use GPT to generate a policy optimization algorithm [pdf]

via HackerNews 👤 almaight 📅 2025-10-11
🔺 1 pts ⚡ Score: 6.9
🔧 INFRASTRUCTURE

The Trillion Dollar AI Software Development Stack

via HackerNews 👤 simonpure 📅 2025-10-10
🔺 2 pts ⚡ Score: 6.9
🏢 BUSINESS

AI data centers have an impossibly short runway to achieve profitability

via HackerNews 👤 stalfosknight 📅 2025-10-11
🔺 29 pts ⚡ Score: 6.8
🎓 EDUCATION

Anthropic's Prompt Engineering Tutorial

via HackerNews 👤 cjbarber 📅 2025-10-11
🔺 139 pts ⚡ Score: 6.8
💬 HackerNews Buzz: 13 comments 😐 MID OR MIXED
🎯 Prompt engineering • Model interpretability • LLM limitations
💬 "Always funnel out and then funnel in" • "do I really want to be a prompt engineer"
🛠️ SHOW HN

Show HN: SQL with AI Operators on Text, Images, and Sound Files

via HackerNews 👤 itrummer 📅 2025-10-10
🔺 1 pts ⚡ Score: 6.8
📊 DATA

State of AI Report

via HackerNews 👤 kyahwill 📅 2025-10-11
🔺 1 pts ⚡ Score: 6.8
🤖 AI MODELS

Something is wrong with Sonnet 4.5

via r/claudeai 👤 u/anch7 📅 2025-10-11
⬆️ 2 ups ⚡ Score: 6.7
"We're seeing an elevated number of failed tests in our coding benchmark for Sonnet 4.5. Sonnet 4 looks normal. isitnerfed.com ..."
💬 Reddit Discussion: 5 comments 😐 MID OR MIXED
🎯 Data Manipulation Challenges • Model Limitations • Coding Processes
💬 "making some goofy mistakes misreading or misinputting data" • "The variance on that chart is wild"
💰 FUNDING

Sources: SoftBank is in talks to borrow $5B from global banks through a margin loan secured by Arm shares, to fund additional investment in OpenAI later in 2025

via Techmeme 👤 Bloomberg 📅 2025-10-10
⚡ Score: 6.7
🏢 BUSINESS

Argentina joins OpenAI's Stargate project with a 500MW data center

via HackerNews 👤 mromanuk 📅 2025-10-10
🔺 14 pts ⚡ Score: 6.5
🛡️ SAFETY

Nathan Calvin, general counsel of AI safety nonprofit Encode, says OpenAI used intimidation tactics to undermine California's SB 53 while it was being debated

via Techmeme 👤 Fortune 📅 2025-10-11
⚡ Score: 6.4
🏢 BUSINESS

OpenAI, Sur Energy weigh $25 billion Argentina data center project

via r/artificial 👤 u/F0urLeafCl0ver 📅 2025-10-11
⬆️ 2 ups ⚡ Score: 6.4
"External link discussion - see full content at original source."
🔬 RESEARCH

Moloch's Bargain: Troubling emergent behavior in LLM

via HackerNews 👤 ankit_mishra 📅 2025-10-11
🔺 1 pts ⚡ Score: 6.3
⚖️ ETHICS

Deloitte caught out using AI in $440k report [video]

via HackerNews 👤 latchkey 📅 2025-10-10
🔺 1 pts ⚡ Score: 6.3
🎓 EDUCATION

Own your AI: Learn how to fine-tune Gemma 3 270M and run it on-device

via HackerNews 👤 simonpure 📅 2025-10-10
🔺 1 pts ⚡ Score: 6.3
🚀 STARTUP

Loyca.ai – An open-source, local-first AI assistant with contextual awareness

via HackerNews 👤 Vokturz 📅 2025-10-11
🔺 1 pts ⚡ Score: 6.2
🌐 POLICY

OpenAI subpoena'd various nonprofits to get them to shut up on SB 53

via HackerNews 👤 LinchZhang 📅 2025-10-10
🔺 1 pts ⚡ Score: 6.1
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