Meng Li
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mengli512.bsky.social
Meng Li
@mengli512.bsky.social
92 followers 8 following 1.9K posts
AI Engineer, I share AI insights at https://aidisruption.ai/.
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mengli512.bsky.social
Windsurf Codemaps returns ownership of understanding to devs with on-demand code maps: will you own every AI-written line?
#Windsurf
aidisruption.ai/p/windsurf-c...
Windsurf Codemaps: Redefining Code Understanding in the AI Era
Windsurf Codemaps: AI-guided, task-specific maps that let devs own every line—onboard & ship faster.
aidisruption.ai
November 12, 2025 at 5:40 PM
mengli512.bsky.social
K2 Thinking drops open-source and tops the charts—300 tool-call rounds reset the Agent ceiling. Can legacy prompts keep up without an upgrade?
#K2
open.substack.com/pub/aiquill/...
K2 Thinking is here—time to rewrite all my prompts
Meet Kimi K2: the open-source “thinking agent” that chains 300 tool calls, tops BrowseComp & SWE-Bench, and collapses the gap between open and closed AI.
open.substack.com
November 12, 2025 at 3:47 PM
mengli512.bsky.social
Chandra OCR: 83.1 benchmark-top score, tables & handwriting intact, 40 langs, local/API, free for personal use—what doc will you convert first?
#OCR
open.substack.com/pub/pythonli...
Chandra: Elegant High-Precision OCR
Chandra OCR turns scans into editable, perfectly formatted text—tables, handwriting & 40+ languages. Try free!
open.substack.com
November 12, 2025 at 12:18 PM
mengli512.bsky.social
China VEU + data blackout + AMD $1T AI + Apple “winning by doing less” = Nasdaq dip; history says S&P +2.3% in 1 month post-shutdown—will the script repeat?
#AMD
open.substack.com/pub/frontier...
AMD CEO Predicts AI Market Will Surpass $1 Trillion by 2030
China’s VEU export rules, shutdown fallout & AMD’s $1T AI call—stay ahead of the next market swing
open.substack.com
November 12, 2025 at 11:20 AM
mengli512.bsky.social
XPeng says IRON’s chest is a 2250-TOPS “brain” with boob-shaped cooling; if we train catwalk data from models, the mass has to go somewhere—where else would you stick it?
#IRON #XPeng
open.substack.com/pub/robopub/...
Why Give a Robot Breasts?
XPeng’s IRON robot sparked debate with its human-like walk and prominent breasts—turns out the “boobs” house its AI brain and cooling fans.
open.substack.com
November 12, 2025 at 10:31 AM
mengli512.bsky.social
AMD ups AI CAGR to 80%, sees >35% revenue growth for 5 yrs, eyes $1T 2030 TAM—are you in?
#AMD
open.substack.com/pub/chippub/...
AMD Unveils New Strategy as AI Chip Growth Soars
AMD targets 80% AI data-center CAGR, $20 EPS, 35%+ margin—stock jumps on 2027 trillion-dollar roadmap
open.substack.com
November 12, 2025 at 10:09 AM
mengli512.bsky.social
I run Claude Code naked: swapped an 18k-token MCP for a 225-token Bash kit, saved 98% context, kept all features, speed sky-high—why haven’t you yanked the bloat yet?
#ClaudeCode #MCP
aidisruption.ai/p/why-is-my-...
Why Is My Claude Code Going Commando?
Strip MCP bloat: run Claude Code naked, save 98% tokens & gain 100% speed
aidisruption.ai
November 11, 2025 at 6:38 PM
mengli512.bsky.social
LeCun out: Meta sheds $20B as AI godfather quits to build his own world-model startup—will Zuck’s sprint to close-source Llama pay off or backfire?
#Meta
aidisruption.ai/p/lecun-quit...
LeCun Quits, Meta Drops $20B
LeCun exits Meta after FAIR gutted; $20B wiped, world-model startup next
aidisruption.ai
November 11, 2025 at 5:54 PM
mengli512.bsky.social
Packed 28k words of my life into a prompt, let Kimi K2 recalculate the trade-offs; when did you last update your Life Prompt?
#Kimi
open.substack.com/pub/aiquill/...
Kimi K2 Thinking: The Ultra-Long Prompt Writing Method
28,000-word life prompt + Kimi K2 Thinking: free AI mentor crafts bespoke growth roadmap
open.substack.com
November 11, 2025 at 3:58 PM
mengli512.bsky.social
Django Keel: skip boilerplate, ship faster—what would you build first?
#Django
open.substack.com/pub/pythonli...
Django Keel: One Template, Endless Possibilities
Django Keel: skip boilerplate, ship faster—production-grade Django template with SaaS/API/team presets, ready-to-go security & one-command deploy.
open.substack.com
November 11, 2025 at 2:39 PM
mengli512.bsky.social
SNDK +12% to $268, 6-mo gain 550%; Nov NAND hike 50% & GS lifts PT to $280/Bernstein to $300. Memory chips are the new AI gold rush—how long can the supply squeeze hold?
#SNDK
open.substack.com/pub/frontier...
SanDisk to $300? Chip Boom à la NVIDIA
SanDisk rockets 549% in 6 mo on AI NAND boom; Goldman & Bernstein lift PT to $280-300. AI storage super-cycle here.
open.substack.com
November 11, 2025 at 12:37 PM
mengli512.bsky.social
NavFoM 7B unifies VLN, search, track, drive across drones→cars, runs real-time on robot with 8M data, zero-shot SOTA. What’s the next bottleneck to scale it house-wide?
#robot
open.substack.com/pub/robopub/...
GalaxyBot 7B Unifies Robot Navigation, Real-Time Ready
7B NavFoM unifies robot navigation across tasks & bodies—real-time, SOTA, no fine-tune.
open.substack.com
November 11, 2025 at 11:46 AM
mengli512.bsky.social
3D NAND races to 1K layers—can z-pitch shrink plus airgaps + charge-trap cut keep cutting cost while pushing density?
#NAND
open.substack.com/pub/chippub/...
3D NAND: The Evolution Ahead
Explore 3D NAND evolution: 1,000-layer chips, z-pitch scaling, air gaps & charge-trap cutting that cut cost/bit and boost density for AI/cloud storage.
open.substack.com
November 11, 2025 at 9:05 AM
mengli512.bsky.social
SDD transforms development: specs first, then code. Claude AI generates 7 docs & 38 tasks in 15 mins from simple requirements. Full implementation plan with WebSocket, PostgreSQL, and Redis.

How could SDD change your team's workflow?
#SDD #Claude
aidisruption.ai/p/15-minute-...
15-Minute Workweek: Claude Code-Powered SDD Protocol
SDD development: AI-powered workflow. Generate complete specs, plans & tasks in minutes. Boost efficiency with structured coding.
aidisruption.ai
November 10, 2025 at 2:39 PM
mengli512.bsky.social
Nano Banana 2 aced the impossible clock & wine test that stumped all AI, then vanished in 1 hour. Can you spot which image it generated?
#NanoBanana2
aidisruption.ai/p/nano-banan...
Nano Banana 2: Pulled in 1 Hour, Aced AI-Failing Tests
Nano Banana 2 aces AI's toughest test, generating perfect clock & wine glass images. Briefly leaked, it outperforms all rivals.
aidisruption.ai
November 10, 2025 at 1:16 PM
mengli512.bsky.social
3 AM, 147 failed attempts with AI, one sarcastic comment sparked a revolution in prompt engineering. Are we evolving from commanders to collaborators?
#AI
open.substack.com/pub/aiquill/...
ChatGPT's 147 Failed Attempts Before One Sarcastic Comment
Struggling with AI emails? Discover Lyra, the meta-prompt that makes ChatGPT ask clarifying questions to deliver human-like results.
open.substack.com
November 10, 2025 at 11:24 AM
mengli512.bsky.social
Nano-vLLM: A 1200-line LLM inference engine rivaling vLLM's performance. Perfect for learning core optimizations like paged attention & KV caching. Will lightweight solutions become the new standard for efficient AI deployment?
#LLM
open.substack.com/pub/pythonli...
Faster than vLLM? Learn This 1200-Line LLM Inference Engine Now!
Nano-vLLM: Fast 1200-line LLM engine. Learn lightweight AI inference with optimized performance. Star now!
open.substack.com
November 10, 2025 at 10:50 AM
mengli512.bsky.social
OpenAI's AI moves are shaking up the U.S. stock market—driving rallies for partners like Oracle and AMD while threatening giants like Google. As it expands into AI apps and ads, which companies will win, and who faces the biggest risks?
#OpenAI #AI
open.substack.com/pub/frontier...
OpenAI's Stock Market Impact: Biggest Winners and One at Risk
OpenAI shakes US stocks: some firms win big, one faces major risk. Discover the AI giant's market impact.
open.substack.com
November 10, 2025 at 10:05 AM
mengli512.bsky.social
Galaxy's DexNDM enables robots to perform complex in-hand rotations & tool use (screwing, hammering) from any palm orientation, bridging the Sim2Real gap. What can't a dexterous hand do next?
#robots
open.substack.com/pub/robopub/...
Robots Master Hand Rotation
Galaxy's DexNDM enables robots to master tool use & in-hand rotation. Screwdrivers, hammers—now handled with human-like dexterity. See the future of robotics.
open.substack.com
November 10, 2025 at 8:52 AM
mengli512.bsky.social
NVIDIA's Huang confirms receipt of advanced HBM samples from top memory makers amid industry-wide capacity expansion. When will the HBM4 supply bottleneck be resolved?
#HBM
open.substack.com/pub/chippub/...
HBM4 Confirmed by Jensen Huang
NVIDIA's Jensen Huang confirms HBM4 samples received. SK Hynix, Samsung, Micron compete in the $100B HBM market.
open.substack.com
November 10, 2025 at 8:08 AM
mengli512.bsky.social
#OpenHands V1 launches: 64K-star agent framework rebuilt with sandboxing, multi-LLM routing & security analysis. Outperforms on SWE-Bench (72%) & GAIA (67.9%). Can open-source agent SDKs truly compete with #OpenAI and #Google?
aidisruption.ai/p/openhands-...
OpenHands Upgrade Rivals OpenAI & Google
OpenHands V1: Major open-source agent framework upgrade with 64K GitHub stars. Features SDK overhaul, enhanced safety, and multi-LLM routing.
aidisruption.ai
November 9, 2025 at 10:40 AM
mengli512.bsky.social
Artificial Analysis: #Kimi K2 ranks #2 globally, tops open-source models with 67 Intelligence Index. Powerful agent capabilities but highly verbose - generated 140M tokens in testing. Costs $356 per evaluation, 9x more than #DeepSeek V3.2
open.substack.com/pub/aiquill/...
Kimi K2 thinking: World's #2, Top Open-Source Model
Kimi K2 Thinking: #1 open-source model, ranks 2nd globally in AI analysis. Top agent capabilities with 67 Intelligence Index score.
open.substack.com
November 9, 2025 at 9:48 AM
mengli512.bsky.social
Tired of Arduino's C++ syntax? Reduino lets you code hardware in Python and auto-converts to C++. Have you tried Python for embedded systems yet?
#Arduino #Python
open.substack.com/pub/pythonli...
Write Arduino in Python? Ditch C++ Pain!
Control hardware with Python, not C++! Reduino converts Python code to Arduino C++ automatically. Perfect for beginners & rapid prototyping.
open.substack.com
November 9, 2025 at 9:18 AM
mengli512.bsky.social
AI investment logic has fundamentally shifted. Are you adjusting your strategy for the new zero-sum game?
#AI #nvda
open.substack.com/pub/frontier...
Investment Logic in AI Transformed
US market cautious as macro risks grow. Fed stance, consumer data, and AI shift key.
open.substack.com
November 9, 2025 at 8:46 AM
mengli512.bsky.social
A #robot now performs 10,000-volt live-line power maintenance—tasks once done by skilled technicians—operating autonomously at heights and in extreme cold with zero accidents. Could this be the future of high-risk infrastructure work?
open.substack.com/pub/robopub/...
Robot Masters 10,000V Lines in Extreme Cold
Yijiahe's live-line robot performs 10,000V live-line work autonomously, replacing humans in high-risk power operations with enhanced safety and efficiency.
open.substack.com
November 9, 2025 at 8:27 AM