Data Chaz

Data Chaz

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Ex @Streamlit @Snowflake Maestro 🪄 • X about AI agents, LLMs, web apps, Python & SEO • My ❤️ is open source • DM for collabs 📩

OpenAI Unveils Upgraded Images Section in ChatGPT
SocialDec 16, 2025

OpenAI Unveils Upgraded Images Section in ChatGPT

OpenAI just rolled out a revamped “images” section in ChatGPT, and it looks pretty rad 👀 https://t.co/dtGfB36saY

By Data Chaz
Open‑source Chatterbox Turbo Beats TTS Leaders on Latency
SocialDec 16, 2025

Open‑source Chatterbox Turbo Beats TTS Leaders on Latency

If you’re building voice agents, latency matters more than anything. For years, proprietary TTS dominated benchmarks. That’s changing. @ResembleAI’s Chatterbox Turbo is reshaping benchmarks: → Open-source → Crushes ElevenLabs & Cartesia on quality → Far lower latency 🧵↓ https://t.co/7xvyL9q65M

By Data Chaz
Google's Free Guide Redefines Agent Quality Evaluation
SocialDec 16, 2025

Google's Free Guide Redefines Agent Quality Evaluation

Google just dropped one of the most practical guides on agent quality in production 🔥 It's a great 50-page deep dive on why traditional QA fails for agents and what to replace it with. 100 % free. Download link in 🧵↓ → The...

By Data Chaz
Train LLMs 3× Faster Without Accuracy Loss
SocialDec 14, 2025

Train LLMs 3× Faster Without Accuracy Loss

This is a big. Train LLMs ~3× faster with no accuracy tradeoff. @UnslothAI just rolled out a strong set of kernel + data pipeline upgrades that remove real training bottlenecks: padding overhead, unfused ops, and long-context indexing pain. Result: models like Qwen3-4B now...

By Data Chaz
User Supercharges Claude Into Ultrathink Powerhouse
SocialDec 13, 2025

User Supercharges Claude Into Ultrathink Powerhouse

This guy literally turned Claude into an Ultrathink powerhouse 🤯 https://t.co/vjHOFs32jT

By Data Chaz
Anthropic Releases Free Library of 50+ Claude Use Cases
SocialDec 13, 2025

Anthropic Releases Free Library of 50+ Claude Use Cases

Wow. @AnthropicAI just released a free library with 50+ real Claude use cases 🤯 Concrete examples across: → research → writing → coding → analysis → everyday workflows Ace reference if you want to see how Claude is actually used in practice. Link in 🧵 ↓ https://t.co/q83IC0H3m2

By Data Chaz
Free Kimi K2 Powers Army of AI
SocialDec 12, 2025

Free Kimi K2 Powers Army of AI

bro literally built an army of AI Agents in @n8n_io with free Kimi K2 LLM 🤯 https://t.co/aAzL8cGZrN

By Data Chaz
AI Startups Racing Ahead; I’ll Miss Christmas Dinner
SocialDec 11, 2025

AI Startups Racing Ahead; I’ll Miss Christmas Dinner

Gemini, OpenAI, Cursor… everyone’s cooking like crazy. Keep this pace and I’ll be at Xmas dinner like: https://t.co/z7YZV7vTlu

By Data Chaz
More AI Agents Help Rarely; Benefits Depend on Task
SocialDec 11, 2025

More AI Agents Help Rarely; Benefits Depend on Task

Major new research from Google and MIT. "More agents is all you need" has become a mantra for AI developers. We know multi-agent systems can be effective, but we do this mostly based on heuristics. ... but this study (180 configs across OpenAI/Google/Anthropic...

By Data Chaz
Anything Max Generates Full Apps From One Prompt
SocialDec 11, 2025

Anything Max Generates Full Apps From One Prompt

Better than Lovable. Bold, I know. But stick with me. @Anything’s latest iteration builds full apps from scratch, fixes every issue along the way, and ships to the App Store from one prompt 🔥 Say hello to Anything Max. (oh and there’s a $100K hackathon...

By Data Chaz
GPT‑5.2 Already Available in Cursor
SocialDec 11, 2025

GPT‑5.2 Already Available in Cursor

💡 Tip → GPT-5.2 Model is already out in Cursor You're welcome. https://t.co/olpG8Za6c4

By Data Chaz
OpenAI Hints at Upcoming GPT‑5.2 “Garlic” Model
SocialDec 10, 2025

OpenAI Hints at Upcoming GPT‑5.2 “Garlic” Model

[🚨 Gar-Leak Alert] @OpenAI just dropped a not-so-subtle nod to “Garlic”, the codename many believe ties to their next model. GPT-5.2 is expected tomorrow 👀 https://t.co/1ELYioSmih

By Data Chaz
Advanced LLM Notebooks Offer Wizard-Level Tooling Beyond Fine‑Tuning
SocialDec 10, 2025

Advanced LLM Notebooks Offer Wizard-Level Tooling Beyond Fine‑Tuning

Here’s a goldmine of LLM notebooks and it goes way beyond basic fine-tuning 🤯 Auto evals, lazy merges, Franken MoEs, uncensoring techniques… real wizard-level tooling. Built by @maximelabonne and @iusztinpaul, authors of the excellent LLM Engineer’s Handbook. Repo in 🧵↓ https://t.co/VKT8uJpQwe

By Data Chaz
Anthropic AI Targets Zero‑result Stacktrace Ads
SocialDec 10, 2025

Anthropic AI Targets Zero‑result Stacktrace Ads

4D chess move by @AnthropicAI to sponsor Claude ads on stacktraces that get no results in Google 🤯 https://t.co/0Vp3WkqTgE

By Data Chaz
1000 Hours Reveal Six Crucial Prompt Engineering Patterns
SocialDec 9, 2025

1000 Hours Reveal Six Crucial Prompt Engineering Patterns

this guy literally put in 1000 hours of prompt engineering to nail down the 6 patterns that actually matter. https://t.co/0hMWaNdgMx

By Data Chaz
Figma‑Style AI Workspace Revolutionizes Document Collaboration
SocialDec 9, 2025

Figma‑Style AI Workspace Revolutionizes Document Collaboration

Figma finally meets ChatGPT. An AI workspace that treats every doc as a movable, editable visual block, not a scrolling chat. @Felo_ai_en is a Figma-style Agent Workspace for documents, built for real collaboration and integrated AI work 🔥 5 wild use cases 🧵↓...

By Data Chaz
Airwallex's AI Agents Power $1B ARR, Reject Stripe Offer
SocialDec 8, 2025

Airwallex's AI Agents Power $1B ARR, Reject Stripe Offer

Airwallex is building AI agents that are about to supercharge how financial workflows get done. Stripe once tried buying them for $1.2B... they refused. Today they’re at $1Bn ARR and expanding globally at a crazy pace 🔥 Quick dive 🧵↓ https://t.co/QeeaVR6G4S

By Data Chaz
ResembleAI Unveils DETECT-3B Omni: Unified Deepfake Detector
SocialDec 8, 2025

ResembleAI Unveils DETECT-3B Omni: Unified Deepfake Detector

.@ResembleAI just dropped something HUGE today... and it might be the most advanced deepfake security tech I’ve seen this year. Meet DETECT-3B Omni. A single model that can detect fake voices, images, and videos, all in one unified system. Let's dive in 🧵↓...

By Data Chaz
Karpathy’s Free 3.5‑hour ChatGPT Deep Dive Essential
SocialDec 7, 2025

Karpathy’s Free 3.5‑hour ChatGPT Deep Dive Essential

Still can’t believe @karpathy released this 3.5-hour free deep dive on how ChatGPT actually works for free. If there’s one AI video to watch in 2025, this is the one https://t.co/dpI7BA4HUe

By Data Chaz
ChatGPT Now Lets You Customize Its Personality and Tone
SocialDec 7, 2025

ChatGPT Now Lets You Customize Its Personality and Tone

Just opened ChatGPT and got this new option where you can now tweak its personality and tone 👀 https://t.co/SaSadbsxVH

By Data Chaz
Google's Real-Time Neural Memory Shatters Context Limits
SocialDec 6, 2025

Google's Real-Time Neural Memory Shatters Context Limits

AGI might be closer than we think. Google just dropped Titans + MIRAS, a long-term memory system for AI that updates itself in real time. It's a new architecture that combines the speed of RNNs with the performance of Transformers. ... and It’s...

By Data Chaz
OpenAI May Release GPT‑5.2 “Code Red” By Dec 9
SocialDec 5, 2025

OpenAI May Release GPT‑5.2 “Code Red” By Dec 9

Well, well, well! According to The Verge, @OpenAI could drop GPT-5.2 “Code Red” as soon as December 9. https://t.co/pd6oAuzQyL

By Data Chaz
Task‑Based Intelligence Markets Will Replace Model APIs
SocialDec 5, 2025

Task‑Based Intelligence Markets Will Replace Model APIs

The Intelligence market is inevitable. I mean, once cognition becomes interchangeable, you move from model APIs to task-based markets. Clear specs → multiple suppliers can meet them → the system routes the optimal intelligence. @The_GridAI’s Manifesto nails it 👌 ↓

By Data Chaz
Gemini 3 Beats Claude and GPT‑5 in Real‑World Browsing Tests
SocialDec 5, 2025

Gemini 3 Beats Claude and GPT‑5 in Real‑World Browsing Tests

Gemini 3 just launched, and @Browserbase's already run full computer-use evaluations to see how well it handles a real browser. Clicking, searching, filling forms: they tested it with real browsing tasks 🤘 Here’s how Gemini 3 stacks up against Claude, GPT-5, and...

By Data Chaz
Free 80‑page Guide Dives Deep Into Prompt Engineering
SocialDec 5, 2025

Free 80‑page Guide Dives Deep Into Prompt Engineering

This one’s a gem. A Free 80-page prompt engineering guide is surprising deep, covering: → CoT → Eval methods → RAG → Agents → Prompt hacking → Multimodal prompts ... and more! Link to the guide in 🧵 ↓ https://t.co/I0RPII8u6y

By Data Chaz
Kling AI Launches 2.6: Audio‑enabled Group Dialogue Generator
SocialDec 4, 2025

Kling AI Launches 2.6: Audio‑enabled Group Dialogue Generator

I mean, do these guys ever SLEEP? Right after Kling O1, we already get @Kling_ai 2.6, their first audio-enabled model 🔥 It generates natural group dialogue with synced timing, reactions, and ambience. I just dropped in text or an image → it handled...

By Data Chaz
Kling O1 Locks Style with Seven Reference Images
SocialDec 2, 2025

Kling O1 Locks Style with Seven Reference Images

AI video creators know this pain: drifting characters, missing details, scenes breaking after one edit... Kling's new O1 fixes that. It now uses up to 7!! reference images to lock in style and character consistency 🔥 Feels like directing an assistant who remembers it...

By Data Chaz
Anthropic Releases Free Masterclass on Prompt Engineering
SocialDec 2, 2025

Anthropic Releases Free Masterclass on Prompt Engineering

Anthropic dropped the best free masterclass on prompt engineering 🔥 https://t.co/S2Lao4kcWq

By Data Chaz
Free GitHub README Outshines $999 AI Courses
SocialDec 1, 2025

Free GitHub README Outshines $999 AI Courses

Wild that a free GitHub README beats most $999 AI courses. Do yourself a favor: bookmark it. https://t.co/FgFzyJ4Mis

By Data Chaz
Deepseek V3.2 Beats GPT‑5 and Gemini 3.0
SocialDec 1, 2025

Deepseek V3.2 Beats GPT‑5 and Gemini 3.0

🚨 Huge news from Deepseek today. V3.2 and V3.2-Special are officially out. Both are engineered with a reasoning-first approach for agentic systems... and early results show they outperform GPT-5 and Gemini 3.0 Pro in key areas. DA WHALE IS BACK 🐳🔥 https://t.co/XHyvBYV2yV

By Data Chaz
Spot the Same LLM: $10K Challenge
SocialDec 1, 2025

Spot the Same LLM: $10K Challenge

Think you know how to spot model differences? @The_GridAI made a challenge with 10,000 $ in prizes!!! You get 2 replies and must guess if these replies are coming from the same LLM or not. It sounds simple… but it absolutely isn’t 😅 Gameplay...

By Data Chaz
Open‑Source Add‑On Gives Claude 120+ Scientific Skills
SocialDec 1, 2025

Open‑Source Add‑On Gives Claude 120+ Scientific Skills

Wow, such a great open-source drop! Put Claude on steroids with 120+ scientific skills spanning maths, biology, chemistry, medicine, engineering, & more 🤯 If you’ve ever wanted Claude to act like a research assistant, this gets very close. Free and open source. Repo in...

By Data Chaz
MongoDB AI Hub Offers Production-Ready Guides and Demos
SocialNov 30, 2025

MongoDB AI Hub Offers Production-Ready Guides and Demos

MongoDB’s AI resource hub is an absolute goldmine! 🔥 Clean explanations, practical demos, & a real production focus: ↳ Vector search pipelines ↳ Memory-capable agents ↳ Storage architectures ↳ Indexing, caching, security One of the best collections out there. Link in 🧵↓ https://t.co/n2AqUKPLo4

By Data Chaz
Baidu Launches Vibe: Fast, Secure, Credit‑rich Coding Platform
SocialNov 27, 2025

Baidu Launches Vibe: Fast, Secure, Credit‑rich Coding Platform

Baidu just entered the vibe coding space 🔥 Meet https://t.co/jncwIoQ24Y. → super versatile → lightning-fast → rock-solid on security And the credit mileage per $ is ridiculously generous. Let's dive in 🧵 ↓ https://t.co/jXQjfvaHfU

By Data Chaz
From Pinterest Cartoon to Hyper‑Realistic Movie Poster
SocialNov 27, 2025

From Pinterest Cartoon to Hyper‑Realistic Movie Poster

Nano-Banana Pro is insane. A basic Popeye cartoon pulled from Pinterest gets converted into a hyper-realistic render, then turned into a professional movie-poster version! 🤯 The jump in quality is unreal. https://t.co/49s1cvtX25

By Data Chaz
Gemini Generates Interactive Images with Instant Explanations
SocialNov 27, 2025

Gemini Generates Interactive Images with Instant Explanations

Holy sh*t. Gemini can now produce fully interactive images on any topic. Such an insane resource for learning → highlight any region, and it gives you a full explanation 🤯 https://t.co/LYu5kCSXLw

By Data Chaz
Stable Browsing Layer Solves Web Agents' Blocking and Scaling Issues
SocialNov 26, 2025

Stable Browsing Layer Solves Web Agents' Blocking and Scaling Issues

Here’s the real problem with web agents: → They get blocked CAPTCHAs, 429s, rate limits, fingerprinting, IP bans. Any repetitive pattern gets flagged fast. → They don’t scale Try running more than a handful of sessions and you burn IPs, crash browsers, or lose...

By Data Chaz
Vercel Launches Open-Source AI-Powered Visual Workflow Builder
SocialNov 26, 2025

Vercel Launches Open-Source AI-Powered Visual Workflow Builder

Yess! @Vercel just dropped their open-source visual agent and workflow builder! 🔥 ▪️ Built on https://t.co/P15EXKiAlw ▪️ Outputs “use workflow” code ▪️ AI text→workflow ▪️ AI SDK + Elements ▪️ Integrations: Resend, Linear, Slack Demo + free template in 🧵↓ https://t.co/Ef7raJpJ7K

By Data Chaz
Anthropic Takes Lead in AI Coding Competition
SocialNov 25, 2025

Anthropic Takes Lead in AI Coding Competition

Anthropic won the AI coding race 😏

By Data Chaz
OpenAI Publishes Essential Guide for Developers
SocialNov 25, 2025

OpenAI Publishes Essential Guide for Developers

Link to the OpenAI guide here: →https://t.co/9pQoaiMq5i https://t.co/M1STn4lgjt

By Data Chaz
OpenAI's Playbook Enables AI-Run Full SDLC
SocialNov 25, 2025

OpenAI's Playbook Enables AI-Run Full SDLC

OpenAI just dropped an ace playbook for AI-native engineering teams! It explains how coding agents can now run the entire SDLC (planning, coding, testing) while humans make the high-level decisions. A clear, practical framework for hybrid engineering. Free download in 🧵↓ https://t.co/N2vSskm1Pr

By Data Chaz
NanoBanana Pro Powers Gemini 3 Prompting Best‑practice Whiteboard
SocialNov 25, 2025

NanoBanana Pro Powers Gemini 3 Prompting Best‑practice Whiteboard

NanoBanana Pro is insane. I love how @_philschmid used it to create a whiteboard that breaks down Gemini 3’s prompting best practices 🔥 https://t.co/8Wia9rJR02

By Data Chaz
Gemini File Search Simplifies RAG Tenfold
SocialNov 24, 2025

Gemini File Search Simplifies RAG Tenfold

Wild. Gemini’s new File Search makes RAG 10x simpler and cheaper. Now you literally upload your docs & Gemini handles everything! → Indexing → OCR → Storage → Retrieval Nate turned it into a fully automated RAG agent flow inside @n8n_io 🤯 18-minute demo tutorial in 🧵↓ https://t.co/rdOzPXd0Mk

By Data Chaz
Stanford Releases Top AI Courses for Free
SocialNov 23, 2025

Stanford Releases Top AI Courses for Free

Stanford University just made all its best AI courses free. No tuition required. These are game changers for anyone serious about AI. 9 courses worth bookmarking 🧵↓ https://t.co/WxTXHaunDb

By Data Chaz
AI Search Visibility Now Crucial; $60M Startup Solves It
SocialNov 22, 2025

AI Search Visibility Now Crucial; $60M Startup Solves It

Y'all know it. Being found on Google alone is not enough anymore. People now search on ChatGPT, Claude, Perplexity, Gemini... Skip tracking that? You just lose customers. This $60M startup just fixed AI visibility. Let’s unpack it 🧵↓ https://t.co/4KGTiyqzGh

By Data Chaz
New System Prompt Unlocks Sora 2’s Stunning Video Generation
SocialNov 19, 2025

New System Prompt Unlocks Sora 2’s Stunning Video Generation

This guy literally built a system prompt that makes Sora 2 create mind-blowing videos. (prompt in 🧵 ↓) https://t.co/FDqN6qSR2I

By Data Chaz
Huawei Signals Strong AI Push on Open Standards
SocialNov 19, 2025

Huawei Signals Strong AI Push on Open Standards

I rarely talk about Huawei, but they’re pushing some really interesting stuff in AI right now. Just went through @Huawei's key takeaways from their 6th Innovation and IP Forum. V. strong signals for the AI ecosystem, especially around: → computing → open standards → long...

By Data Chaz
OpenAI's Free AI Academy Offers 11 Courses
SocialNov 19, 2025

OpenAI's Free AI Academy Offers 11 Courses

Most people don't know this exists. OpenAI recently launched the AI Academy, and it’s completely free! 11 courses covering: → Prompt engineering → Reasoning with ChatGPT → Data analysis → Coding, writing, search & more Perfect for beginners or tinkerers! Link below 🧵↓ https://t.co/HrFkkyi0V3

By Data Chaz
Google's Antigravity IDE Adds Screen Recording, Gemini 3 Dominates
SocialNov 18, 2025

Google's Antigravity IDE Adds Screen Recording, Gemini 3 Dominates

Wait, what? Google's new Antigravity IDE can do screen recordings to verify how your app work 🤯 Gemini 3 just crushed the game. https://t.co/vHwDzKa8Qv

By Data Chaz