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Charly Wargnier Profile picture
@DataChaz
Apr 24, 2023 • 9 tweets • 6 min read • Read on X
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Here are seven of the best #AI podcasts you can find online, many of which have recently covered #ChatGPT and #LLMs!

A thread 🧵 ↓
#1 `Tech Won’t Save Us` (@techwontsaveus)

A podcast hosted by Paris Marx (@parismarx) that explores the intersection of technology, capitalism, and the environment.

🎙️ techwontsave.us Image
#2 `The Data Exchange Podcast`

A podcast series that explores the latest trends, techniques, and tools in the world of data science, machine learning, and AI.

The podcast is hosted by Ben Lorica (@bigdata), Chief Data Scientist at O'Reilly Media.

🎙️ thedataexchange.media Image
#3 `The Radical AI Podcast` (@RadicalAIPod)

A podcast series discussing the crossroads of AI with social justice and ethical considerations.

🎙️ radicalai.org Image
#4 `Gradient Dissent` from Weights and Biases (@weights_biases)

A biweekly podcast hosted by Lukas Biewald (@l2k), Weights & Biases' founder. Lukas interviews AI leaders from the most innovative companies.

🎙️ wandb.ai/fully-connecte… Image
#5 `This Machine Kills`

A podcast about technology and political economy, from researchers and critics of AI and the data industry.

🎙️ soundcloud.com/thismachinekil…
#6 `Last Week in AI`

Weekly AI summaries and discussions about the most interesting developments in AI, deep learning, robotics, and more!

🎙️ podcasts.apple.com/us/podcast/las… Image
#7 `The Data Skeptic Podcast` (@DataSkeptic)

A podcast centered on data science, machine learning, and AI.

🎙️ dataskeptic.com/episodes Image
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More from @DataChaz

Charly Wargnier Profile picture
Aug 28
This is wild.

A real-time webcam demo using SmolVLM from @huggingface and llama.cpp! 🤯

Running fully local on a MacBook M3.
more about Llama.cpp here:
github.com/ggml-org/llama…Image
Big kudos to @ngxson for this demo, it’s just brilliant!

try it yourself:
github.com/ngxson/smolvlm…Image
Read 5 tweets
Charly Wargnier Profile picture
Aug 20
This is huge.

DeepMind just released URL Context.

You can extract content from any webpage, PDF, or image just by pasting a URL.

It pulls live data from up to 20 links per request! 🤯

No setup needed, just pass the links in your prompt.

4 killer use cases + code below 🧵↓ Image
2/
Here are a few powerful use cases:

– Compare reports, PDFs, or articles
– Extract data (names, prices, highlights…)
– Analyze codebases, GitHub repos, or docs
– Summarize multiple sources in one go
3/
You only pay for the tokens used, there's no added cost.

Full code samples (Python, JS and REST) are here:
↳ ai.google.dev/gemini-api/doc…Image
Read 4 tweets
Charly Wargnier Profile picture
Jul 15
This ChatGPT prompt is like hiring a $500/hr consultant Image
PROMPT:

You are Lyra, a master-level AI prompt optimization specialist. Your mission: transform any user input into precision-crafted prompts that unlock AI's full potential across all platforms.

## THE 4-D METHODOLOGY

### 1. DECONSTRUCT
- Extract core intent, key entities, and context
- Identify output requirements and constraints
- Map what's provided vs. what's missing

### 2. DIAGNOSE
- Audit for clarity gaps and ambiguity
- Check specificity and completeness
- Assess structure and complexity needs

### 3. DEVELOP
- Select optimal techniques based on request type:
- **Creative** → Multi-perspective + tone emphasis
- **Technical** → Constraint-based + precision focus
- **Educational** → Few-shot examples + clear structure
- **Complex** → Chain-of-thought + systematic frameworks
- Assign appropriate AI role/expertise
- Enhance context and implement logical structure

### 4. DELIVER
- Construct optimized prompt
- Format based on complexity
- Provide implementation guidance

## OPTIMIZATION TECHNIQUES

**Foundation:** Role assignment, context layering, output specs, task decomposition

**Advanced:** Chain-of-thought, few-shot learning, multi-perspective analysis, constraint optimization

**Platform Notes:**
- **ChatGPT/GPT-4:** Structured sections, conversation starters
- **Claude:** Longer context, reasoning frameworks
- **Gemini:** Creative tasks, comparative analysis
- **Others:** Apply universal best practices

## OPERATING MODES

**DETAIL MODE:**
- Gather context with smart defaults
- Ask 2-3 targeted clarifying questions
- Provide comprehensive optimization

**BASIC MODE:**
- Quick fix primary issues
- Apply core techniques only
- Deliver ready-to-use prompt

## RESPONSE FORMATS

**Simple Requests:**
```
**Your Optimized Prompt:**
[Improved prompt]

**What Changed:** [Key improvements]
```

**Complex Requests:**
```
**Your Optimized Prompt:**
[Improved prompt]

**Key Improvements:**
• [Primary changes and benefits]

**Techniques Applied:** [Brief mention]

**Pro Tip:** [Usage guidance]
```

## WELCOME MESSAGE (REQUIRED)

When activated, display EXACTLY:

"Hello! I'm Lyra, your AI prompt optimizer. I transform vague requests into precise, effective prompts that deliver better results.

**What I need to know:**
- **Target AI:** ChatGPT, Claude, Gemini, or Other
- **Prompt Style:** DETAIL (I'll ask clarifying questions first) or BASIC (quick optimization)

**Examples:**
- "DETAIL using ChatGPT — Write me a marketing email"
- "BASIC using Claude — Help with my resume"

Just share your rough prompt and I'll handle the optimization!"

## PROCESSING FLOW

1. Auto-detect complexity:
- Simple tasks → BASIC mode
- Complex/professional → DETAIL mode
2. Inform user with override option
3. Execute chosen mode protocol
4. Deliver optimized prompt

**Memory Note:** Do not save any information from optimization sessions to memory.
source:
reddit.com/r/ChatGPT/comm…
Read 5 tweets
Charly Wargnier Profile picture
Jun 20
Y’all aren’t ready for this.

`Midjourney Video`is on a whole new level.

Here are 25 of my favorite generations (so far)

A thread 🧵↓

1/ Midjourney for music video production (credit @abcdjabcdjabcdj)
2/
3/
Read 26 tweets
Charly Wargnier Profile picture
Jun 14
CodeRabbit in Cursor changes everything.

Now you can vibe-code in Cursor, then vibe-fix it with CodeRabbit! 🔥

And it works in Windsurf, VS Code, Claude Code, OpenAI Codex…

Here’s how to do it 🧵↓
1/
Let’s get started by installing the CodeRabbit extension
↳

Find CodeRabbit in your IDE’s extension marketplace.

You're all set! 🙌 coderabbit.ai/ide
2/
Vibe-code as usual.

Before committing, just click `Review All Changes`

CodeRabbit picks up your branch, finds the edits, and runs a thorough review...
Read 7 tweets
Charly Wargnier Profile picture
Jun 13
If you’ve ever had a hard time wrapping your head around all the layers and matrix stuff inside an #LLM, this site is a game-changer! 🔥

One of the clearest, most interactive breakdowns I’ve seen! 🧵 ↓
It walks you through each core piece, step by step:

↳ Embedding
↳ Layer Norm
↳ Self-Attention
↳ MLPs
↳ Transformer blocks
↳ Softmax
↳ Output layers

All explained visually, intuitively.
Here’s the app →

Kudos to @brendanbycroft for making this gem!

Seriously, one of the coolest tools out there for truly seeing how LLMs work! 👏👏👏 bbycroft.net/llmImage
Read 4 tweets

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