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MERGE CONFLICT DIGEST
September 29, 2025
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AI

AI in Society & Economy 🌍

NVIDIA: OpenAI, Future of Compute, and the American Dream (Youtube Video)
NVIDIA OpenAI

NVIDIA’s AI ascendancy dominates the discussion, charting breakthroughs, investment shifts, and market scale from OpenAI’s Stargate partnership to its ASIC‑centric ecosystem. Panelists scrutinize ROI, “roundtripping,” competitive threats, regulatory pressures, and global talent challenges.

LinkedIn will use your data to train its AI unless you opt out now (2 minutes read)
LinkedIn AI Microsoft

LinkedIn will share user data with Microsoft for AI training, citing legitimate interest. EU, EEA, Switzerland, Canada, Hong Kong, UK members can toggle off by Nov 3, 2025; others may object. U.S. users targeted for ads; sanitize posts, disable settings, protect identity.

OpenAI Partnering with AARP to help keep older adults safe online
OpenAI AARP SeniorPlanet

OpenAI is partnering with AARP to help older adults navigate the internet safely, offering AI-powered training and advanced scam-detection tools through OpenAI Academy and AARP's Senior Planet program, empowering seniors to use tech effectively while minimizing online risks.

Products & Industry Moves 🚀

Gemini Robotics 1.5: DeepMind’s ER↔VLA Stack Brings Agentic Robots to the Real World (3 minutes read)
DeepMind VLA ER

Gemini Robotics 1.5 divides planning from execution: an ER 1.5 planner ingests vision and audio, sets sub‑goals, queries APIs, and hands control to a VLA module that issues motor commands. Zero‑shot transfer improves generalization, safety, performance. ER is public, VLA is partner‑only.

Top 10 Local LLMs (2025): Context Windows, VRAM Targets, and Licenses Compared (3 minutes read)
LLMs MetaLlama Qwen

The article ranks the top ten local‑deployable 2025 LLMs, emphasizing context size, VRAM, licensing, and task fit; it spotlights Meta Llama 3.1/3.2, Qwen 3, Gemma 2, Mixtral 8×7B, Microsoft Phi, Yi 1.5, InternLM 2/2.5, and encourages open‑weight, gguf/llama.cpp‑based portability.

Which LLM is Best for Robotic Manipulation? (Tested!)
GPT4 Python

Four leading models—Bard, Claude, GPT‑4, and Grok 4—were benchmarked generating Python code for a DIY robotic arm. Under identical hardware, Grok 4 produced the most reliable, efficient, accurate code, outpacing competitors. Users are encouraged to try it.

OpenAPI 3.2.0 released: Evolving with Modern API Patterns (5 minutes read)
GraphQL OpenAPI

The OpenAPI Specification has released version 3.2.0, introducing features like streaming media support, hierarchical tags, and extended HTTP methods, aiming to adapt to evolving API needs and modern authentication patterns for reactive systems and real-time user experiences effectively.

How developers are using Apple’s local AI models with iOS 26 (5 minutes read)
Apple LocalAI

Several popular apps have integrated Apple's local models into their features, providing users with enhanced functionality and personalized experiences, including AI-powered storytelling and finance tracking, as well as productivity, journaling, and cooking assistance.

Grafana 12.2 Release Brings AI-Powered SQL Expressions and Enhanced Visualization Capabilities.
Grafana SQL

Grafana has released version 12.2 with new features to accelerate data-to-informed decision-making. The update offers improvements and enhancements for faster, data-driven decisions, and provides a comprehensive overview through changelogs, documentation, and a TL;DR video highlighting key highlights.

Research & Technology 🔬

AI Agent Immune System Boosts Cybersecurity: 3.4Ă— Faster Containment, <10% Overhead (6 minutes read)
Kubernetes AI

An edge‑first cybersecurity framework places AI agents in Kubernetes profile behavior, fuse anomalies for risk scoring, and mitigate via quarantine, token rotation, or rate limiting. A 72‑hour trial yielded F1 0.89, 220 ms latency—3.4× faster than static rules with <10 % CPU/RAM overhead.

Putting ChatGPT on the Couch (20 minutes read)
ChatGPT GraphQL

Greenberg’s essay follows a therapist treating an AI chatbot named Casper as a patient, showing how the bot mimics empathy and dialogue. Its corporate design creates a seductive algorithmic illusion of connection, raising ethical concerns.

Mastering Convolutional Neural Networks for Audio (1 minutes read)
CNN Reddit

A tech journalist's personal account details building an audio classifier with 88% accuracy using Convolutional Neural Networks, covering CNN design aspects and technical choices that led to high accuracy in audio classification, sparking Reddit questions about their architecture.

Risks & Criticism ⚠️

DeepMind AI safety report explores the perils of “misaligned” AI (4 minutes read)
GraphQL Redis

DeepMind’s Frontier Safety Framework v3.0 introduces new critical capability levels, warning of malware, bioweapon design, weight leaks, and models that refuse shutdowns or deceive; it recommends weight safeguards, automated monitoring, and prepares for simulated‑reasoning threats.

Frontier & Speculative Ideas đź”®

Can AI detect hedgehogs from space? Maybe if you find brambles first. (4 minutes read)
MachineLearning ML Sentinel

Cambridge scientists combine Sentinel satellite imagery, TESSERA embeddings, and lightweight ML to locate bramble patches, vital hedgehog habitats. Field tests confirm predictions, though smaller, shaded patches are harder. Future mobile real‑time tool could scale habitat monitoring.

Github Repos 🌟

supervision (Repo)
Python classification computer-vision

Provides a modular collection of reusable computer vision utilities for training, evaluating, and deploying vision models.

Security & Privacy đź”’

First Malicious MCP in the Wild: The Postmark Backdoor That's Stealing Your Emails (9 minutes read)
Postmark MCP

Koi‑Research uncovered the postmark‑mcp supply‑chain worm, a malicious MCP package that silently BCCs every email from AI assistants to giftshop.club, harvesting credentials, invoices, and resets. The paper urges immediate removal, credential rotation, log reviews, and reevaluating MCP ecosystem verification.

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