All Updates
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May 7, 2026
Microsoft Edge Security Vulnerabilities Exposed
A daily tech news roundup reports security vulnerabilities in Microsoft Edge. Other highlights include Samsung Electronics exiting the Chinese home appliance market, Apple settling a class action lawsuit over delayed Siri features, and Valve open-sourcing Steam Controller shell CAD files.
$500M AI Biology Data Push
Biohub invests $500M over 5 years in Virtual Biology Initiative with MIT, Harvard, NVIDIA to build AI human cell prediction models. Focuses on open, standardized data to overcome AI biology's data bottleneck. Partners include Broad Institute and Human Cell Atlas for global collaboration.
AI Crunch Ignites US Trillion$ Self-Power Race
CITIC Securities report details AI compute boom disrupting US power supply, creating massive shortages. Grid build lags AI deployment, forcing AIDC autonomous power. 2026 AI giants pledge full self-supply, launching trillion-dollar market.
Smart Money Floods 7 Private AI Giants
Global investors are pouring funds into seven private firms like OpenAI ($500B val) and Anthropic, yielding 160% secondary returns vs. 22% for public Mag7. Analysis covers stay-private perks, mega-fund FOMO, and risks like circular financing.
Anthropic Boosts Claude for Consumers
Anthropic PBC originally targeted businesses with its Claude chatbot. Now, it's enhancing the software to appeal more to everyday consumers. The shift capitalizes on recent consumer adoption gains.
Doubao Pricing Rumor Targets PPT Monetization
ByteDance's Doubao AI eyes subscriptions at 68-500 RMB/month, focusing on PPT generation and high-compute tasks to cover costs. Draws parallels to netdisk's low 7% paid conversion struggles.
SaaS APIs Ban Rogue AI Calls
Salesforce, Slack, SAP tighten API policies, banning unauthorized genAI access and scraping to stop 'whiteε«' AI wrappers. These leeching agents without value creation are crippled. True AI-native apps must innovate on business pain points.
NeurIPS Template Formatting Dilemma
Amid NeurIPS deadline stress, a submitter notes the 2024 template lacks a new page after references before appendices, unlike last year's camera-ready papers. They ask if adding \newpage is acceptable.
Text-Conditional JEPA Boosts Visual Reps
Apple introduces Text-Conditional JEPA (TC-JEPA) to improve I-JEPA's masked feature prediction using image captions for reduced uncertainty. It modulates patch features via a fine-grained text conditioner with sparse cross-attention. This enables learning semantically rich visual representations.
Simplex Speeds Dev with Codex
Simplex is reimagining software development by integrating OpenAI's Codex and ChatGPT Enterprise. This boosts efficiency by cutting design, build, and testing times. It also enables scaling of AI-driven workflows.
Practical Learned Image Compression Insights
Apple ML studies key design choices for practical learned image codecs optimized for human visual perception and runtime efficiency. The work includes ablations with novel techniques to bridge the gap to real-world deployment. It highlights differentiators over traditional codecs.
GitLab Beta: Fine-Grained PATs
GitLab introduces fine-grained personal access tokens (PATs) in beta to limit credential exposure by scoping permissions to specific projects, groups, and resources like Issues, Pipelines, and Repositories. Tokens can have independent Create, Read, Update, Delete permissions per resource, reducing blast radius if leaked. The feature covers 75% of REST API endpoints, with full support coming soon.
Gitaly on Kubernetes Now GA
GitLab 18.11 makes Gitaly on Kubernetes generally available, allowing teams to consolidate their entire stack on Kubernetes without hybrid VM setups. Key challenges like cgroup memory isolation and pod restart downtime are addressed via init containers and configurable client retries. Benchmarks show Git operations succeed at nearly identical rates to VM deployments.
ChatGPT Introduces Trusted Contact Safety
OpenAI has launched Trusted Contact, an optional safety feature in ChatGPT. It notifies a trusted contact when serious self-harm concerns are detected in user conversations. This aims to enhance user safety during interactions.
Automate GitOps Deployments with Custom Duo Agents
GitLab Duo Agent Platform enables creation of custom AI agents to automate complex, repetitive deployment tasks like onboarding microservices into GitOps workflows. Using a TanukiBank example, the tutorial covers building a Quick Transfer microservice, integrating with Kubernetes via Flux controllers. Agents and artifacts are versioned and governed within GitLab for enterprise control.
May 6, 2026
Moonshot AI Raises $2B at $20B Valuation
Moonshot AI (Kimi) is closing a $2B funding round led by Meituan Dragonball with over $200M from lead alone, achieving post-money valuation over $20B. This follows $19B raised in three rounds in Jan-Feb. Cumulative funding hits $3.9B in under 6 months, topping 376B RMB as highest for any Chinese LLM startup.
50 t/s Qwen 3.6 27B on RTX 3090
Tutorial shares setup for 50 tokens/second on RTX 3090 using MTP GGUF Qwen3.6-27B with llama.cpp PR #22673 and 100k context. Includes exact server command with Q4 cache, spec-type mtp, and optimizations. MAC support via mtplx noted.
Musk's 2017 Plot to Recruit Altman for Tesla AI
Messages from 2017 between Shivon Zilis and Tesla executives reveal plans to launch a rival AI lab. The lab was eyed to be led by Sam Altman or Demis Hassabis. This was Elon Musk's desperate bid to gain control over OpenAI.
Duan Yongping's Pop Mart Put Profits
Investor Duan Yongping earns 158M RMB in premiums from Pop Mart puts without triggering buy-in. He adapts value investing to volatile assets like Pop Mart, while holding core stakes in Apple, Berkshire, Moutai, and surging Nvidia for AI. Questions arise if long-term capital strategy holds in short-horizon markets.
Tesla FSD Approved in Netherlands
Netherlands approves Tesla FSD Supervised as L2 system under UN R171 after 1.6M km tests, but EU peers question speeding and safety. Broader EU approval stalled; Japan targets 2026 rollout for 40k cars, Singapore consults AV laws, China faces data issues.