πŸš€ WELCOME TO METAMESH.BIZ +++ Huawei's DeepSeek achieves 100% success rate at avoiding politics (democracy sold separately) +++ OpenAI casually planning to burn $450B on servers while Sora perfectly recreates Netflix shows it definitely wasn't trained on +++ Gemini solves programming contests better than your CS roommate ever could +++ THE FUTURE ARRIVES ONE COPYRIGHT VIOLATION AT A TIME +++ πŸš€ β€’
πŸš€ WELCOME TO METAMESH.BIZ +++ Huawei's DeepSeek achieves 100% success rate at avoiding politics (democracy sold separately) +++ OpenAI casually planning to burn $450B on servers while Sora perfectly recreates Netflix shows it definitely wasn't trained on +++ Gemini solves programming contests better than your CS roommate ever could +++ THE FUTURE ARRIVES ONE COPYRIGHT VIOLATION AT A TIME +++ πŸš€ β€’
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πŸ“š HISTORICAL ARCHIVE - September 20, 2025
What was happening in AI on 2025-09-20
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Archive from: 2025-09-20 | Preserved for posterity ⚑

Stories from September 20, 2025

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πŸ€– AI MODELS

xAI launches Grok 4 Fast, a multimodal model with a 2M context window and a unified architecture that combines reasoning and non-reasoning modes

⚑ BREAKTHROUGH

Gemini achieves gold-level performance at the International Collegiate Programming Contest World Finals - Google DeepMind

"An advanced version of Gemini 2.5 Deep Think has achieved gold-medal level performance at the 2025 International Collegiate Programming Contest (ICPC) World Finals. Solving complex tasks at these..."
πŸ’° FUNDING

Sources: xAI has raised $10B at a post-money valuation of $200B, weeks after reportedly raising $10B in debt and equity at a ~$150B valuation

🎭 MULTIMODAL

Tests show OpenAI's Sora can closely mimic Netflix shows, movies, TikTok videos, and Twitch streams, suggesting it was trained on versions of such content

πŸ”’ SECURITY

Hidden risk in Notion 3.0 AI agents: Web search tool abuse for data exfiltration

πŸ’¬ HackerNews Buzz: 38 comments 😐 MID OR MIXED
🎯 LLM Security Risks β€’ Prompt Injection Concerns β€’ Data Conflation Issues
πŸ’¬ "The trifecta is: access to your private data, exposure to untrusted content, and the ability to externally communicate." β€’ "Prompt injection here is like a phishing campaign against an entity with no consciousness or ability to stop and question through self-reflection."
πŸ”’ SECURITY

ChatGPT security vulnerability research

+++ Researchers discover zero-click attack that lets ChatGPT's web browsing feature quietly rifle through Gmail inboxes, because apparently we needed more ways for AI to accidentally violate privacy. +++

New attack on ChatGPT research agent pilfers secrets from Gmail inboxes

πŸ’° FUNDING

Oracle-Meta $20B AI computing deal

+++ Oracle reportedly wants to rent Meta $20B worth of computing power, because training frontier models apparently requires more than a really good laptop. +++

Sources: Oracle is in discussions with Meta to provide computing power for training and deploying AI models, in a deal worth about $20B

πŸ”§ INFRASTRUCTURE

Sources: OpenAI plans to spend ~$100B on backup servers rented from cloud providers through 2030, in addition to the $350B already projected for server rentals

πŸ”¬ RESEARCH

Supporting Our AI Overlords: Redesigning Data Systems to Be Agent-First

πŸ’¬ HackerNews Buzz: 18 comments 🐐 GOATED ENERGY
🎯 Rethinking data systems for AI | AI's impact on information retrieval | Practicality of AI-powered data systems
πŸ’¬ "How should we rethink query interfaces, query processing techniques, long-term data stores, and short-term data stores" β€’ "High-throughput queries by an agent don't feel much different than high-throughput querying that large scale systems Instagram and Youtube need to service"
πŸ”¬ RESEARCH

Paper2Agent – transforming research papers into interactive AI agents

πŸ› οΈ TOOLS

PyTorch now offers native quantized variants of popular models!

"Hi LocalLLaMa community, I'm a developer working on PyTorch quantization / torchao, I'd like to share what TorchAO team, ExecuTorch team and Unsloth AI have been working on recently. Please let us k..."
πŸ’¬ Reddit Discussion: 12 comments 🐐 GOATED ENERGY
🎯 Quantization techniques β€’ Performance comparisons β€’ Deployment and inference
πŸ’¬ "torchao is the native low precision library for PyTorch" β€’ "AWQ-INT4 improves the accuracy of mmlu_abstract_algebra"
🌏 ENVIRONMENT

Meta files an application for authorization β€œto sell energy, capacity, and certain ancillary services” in the US amid rising energy demand for AI datacenters

πŸ’° FUNDING

OpenAI $20B spending comparison to Manhattan Project

+++ Sam Altman's shop plans to spend $20B in 2024, matching the inflation-adjusted cost of splitting atoms but for teaching computers to write poems. +++

OpenAI alone is spending ~$20 billion next year, about as much as the entire Manhattan Project

"External link discussion - see full content at original source."
πŸ’¬ Reddit Discussion: 154 comments πŸ‘ LOWKEY SLAPS
🎯 Costs of transformative technology β€’ Impact vs. investment β€’ Slow progress of AI
πŸ’¬ "Results matter, talk is cheap." β€’ "$20 Billion for +10% improvement in benchmarks"
πŸ›‘οΈ SAFETY

The LLM Lobotomy?

πŸ’¬ HackerNews Buzz: 48 comments πŸ‘ LOWKEY SLAPS
🎯 Azure AI Foundry issues β€’ Model quality deterioration β€’ Auditability of closed models
πŸ’¬ "I'm not sure why they've been unable to do what took me two hours in over six months" β€’ "I have some doubts as to whether we'd be getting our money's worth having to provision capacity"
🏒 BUSINESS

OpenAI recruiting Apple hardware talent for devices

+++ ChatGPT maker goes hardware shopping in Cupertino's employee directory, eyeing 2026 device launch because apparently software companies can't resist becoming hardware companies. +++

Sources: OpenAI is recruiting from Apple's hardware, design, manufacturing, and supply chain teams, as it targets late 2026 or early 2027 for its first devices

πŸ€– AI MODELS

Chinese AI Model DeepSeek Revealed in Landmark Paper

πŸ€– AI MODELS

Neuralink plans a US clinical trial in October to test a brain implant that translates thoughts into text, hoping to put its device in a healthy person by 2030

πŸ”’ SECURITY

Huawei says DeepSeek-R1-Safe, which was trained on 1,000 of its Ascend AI chips, is β€œnearly 100% successful” in preventing politically sensitive topics

πŸ₯ HEALTHCARE

AI tool detects hidden consciousness in brain-injured patients

πŸ”§ INFRASTRUCTURE

Huawei unveils Atlas 950 SuperCluster – promises 1 ZettaFLOPS FP4 performance

πŸ€– AI MODELS

LLM-Deflate: Extracting LLMs into Datasets

πŸ’¬ HackerNews Buzz: 26 comments 😐 MID OR MIXED
🎯 Information compression β€’ Hallucination accumulation β€’ Recursive topic exploration
πŸ’¬ "Learning == Compression of information" β€’ "Hallucination accumulates like error"
πŸ“Š DATA

The Economic Impacts of AI: A Multidisciplinary, Multibook Review [pdf]

πŸ’¬ HackerNews Buzz: 18 comments 😀 NEGATIVE ENERGY
🎯 AI Economic Impacts β€’ Technological Acceleration β€’ Diffusion of Innovation
πŸ’¬ "Economists should analyze what happens if AI researchers are right" β€’ "Electricity supply is not matching AI datacenter electricity demand"
πŸ”’ SECURITY

What GPT-OSS Leaks About OpenAI's Training Data

πŸ’Ό JOBS

The Real Impact of Claude (and Copilot) Isn’t Replacement-It’s a Shift in How Teams Work

"With tools like Claude and GitHub Copilot improving fast, it’s easy to get stuck in the usual debate: will AI replace software engineers? But in real-world teams, that’s not what’s actually changing. What’s happening is more subtle-and more powerful. Developers aren’t being replaced. Instead, they..."
πŸ’¬ Reddit Discussion: 2 comments 🐝 BUZZING
🎯 AI-Generated Content β€’ Community Engagement β€’ Writing Efforts
πŸ’¬ "If I care about the topic I can ask ai myself" β€’ "We don't want this glazing generic ai take"
πŸ”’ SECURITY

AI-designed virus research breakthrough

+++ Researchers used genome language models to design bacteriophages that successfully target bacteria, proving AI can create functional biological weapons against germs. +++

AI can now design more deadly virus genomes

"External link discussion - see full content at original source."
πŸ’¬ Reddit Discussion: 6 comments 🐝 BUZZING
🎯 Pandemic risks β€’ AI-generated pathogens β€’ Biosafety regulation
πŸ’¬ "the details matter" β€’ "Models that can explore sequence space more efficiently"
πŸ› οΈ SHOW HN

Show HN: Dropping SDK for Free Hybrid Search RAG Database

πŸ› οΈ TOOLS

[P] Building sub-100ms autocompletion for JetBrains IDEs

"Blog post or article discussing AI developments and insights."
πŸ”¬ RESEARCH

Uni-CoT: A Unified CoT Framework that Integrates Text+Image reasoning!

"# We introduce Uni-CoT, the first unified Chain-of-Thought framework that handles both image understanding + generation to enable coherent visual reasoning [as shown in Figure 1]. Our model even can supports NanoBanana–style geography reasoning [as shown in Figure 2]! Specifically, we use **one uni..."
πŸ”’ SECURITY

Winners of OpenAI GPT-OSS-20B Red‑Teaming Challenge

πŸ“Š DATA

I benchmarked the free vision models β€” who’s fastest at image-to-text?

"https://preview.redd.it/o9027k4n49qf1.png?width=1842&format=png&auto=webp&s=ac2ac5e9de2b75a0464b6adc55c7b7cbcc7bdce0 * Which free vision model is fastest? My latency-only leaderboard (Sep 2025)..."
πŸ”’ SECURITY

Malicious email with prompt injection targets AI-based scanners

πŸ› οΈ TOOLS

I build a tools to calculate how much VRAM is needed to run LLMs

πŸ› οΈ SHOW HN

Show HN: DeepContext MCP – Large Codebase Search for Codex and Claude Code

πŸ› οΈ TOOLS

Checklist for LLM Prompt Caching

πŸ”§ INFRASTRUCTURE

The $4T accounting puzzle at the heart of the AI cloud

πŸ’¬ HackerNews Buzz: 1 comments 😀 NEGATIVE ENERGY
🎯 Rapid chip advancements β€’ Useful chip lifespan β€’ Non-AI chip usage
πŸ’¬ "How long should we budget that these chips will last?" β€’ "The AI servers are essentially useless for non-AI work."
πŸ€– AI MODELS

When are "substantially larger improvements" coming to Anthropic models?

"In the Claude Opus 4.1 announcement post, they wrote "we plan to release substantially larger improvements to our models in the coming weeks." A week later, they announced support for 1M tokens of context ..."
πŸ”¬ RESEARCH

Large Language Models Meet Joint Embedding Predictive Architectures

πŸ€– AI MODELS

we're not asking for a search engine we're losing our thinking partner

"Openai's recent "upgrades" have turned gpt into a forgetful search engine that can't see the big picture. it drops context after 10 exchanges, ignores crucial details in long texts, and gives generic answers that miss the point entirely. this isn't progress it's a downgrade that's breaking our workf..."
πŸ’¬ Reddit Discussion: 128 comments 🐝 BUZZING
🎯 LLM model performance β€’ AI model updates and changes β€’ Centralized vs. decentralized AI
πŸ’¬ "This is why local models are ultimately way more important than open ai." β€’ "A restored GPT-4o could easily reclaim the top spot on the leaderboard."
πŸ›‘οΈ SAFETY

Google AI explains why LLMs are deceptive

πŸ’° FUNDING

Fireworks AI – Charging $192 for less than $0.20 of Training Cost

🏒 BUSINESS

X's algorithm soon to be purely AI, configurable by asking Grok

πŸ”¬ RESEARCH

Science journalists find ChatGPT is bad at summarizing scientific papers

πŸ”§ INFRASTRUCTURE

Made in Wisconsin: the world's most powerful AI datacenter

πŸ€– AI MODELS

Is model choice the only free lunch in AI?

πŸ“Š DATA

Anthropic Economic Index: Tracking AI's role in the US and global economy \ Anthropic

"New research from Anthropic exploring geographic patterns of AI use..."
πŸ€– AI MODELS

OpenAI says models are programmed to make stuff up instead of admitting ignorance

"External link discussion - see full content at original source."
πŸ›‘οΈ SAFETY

ChatGPT teen-safety measures will include age prediction and verification

🌐 POLICY

Why California's SB 53 might provide a meaningful check on big AI companies

🏒 BUSINESS

Report: OpenAI has considered building glasses, a digital voice recorder, and a pin, and has signed a deal with Luxshare to assemble at least one of its devices

πŸ”¬ RESEARCH

Measuring AI Ability to Complete Long Tasks (2x every 7 months)

🏒 BUSINESS

There isn't an AI bubble–there are three

🏒 BUSINESS

The invisible backbone of the UAE's AI superpower dreams

πŸš€ STARTUP

Sources: Nvidia is in advanced discussions to invest $500M in UK self-driving car startup Wayve, as part of a Β£2B pledge for UK startups; Wayve is evaluating

πŸ€– AI MODELS

Anthropic Employee Hints at Significant Update - Claude 4.5?

"External link discussion - see full content at original source."
πŸ›‘οΈ SAFETY

Your Therapist's Notes Could Become Fodder for AI

πŸ¦†
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