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The team steps back from the daily firehose to reflect on key themes from the past two weeks. Instead of chasing headlines, they focus on what’s changing under the surface, including model behavior, test time compute, emotional intelligence in robotics, and how users—not vendors—are shaping AI’s evolution. The discussion ranges from Claude’s instruction following to the rise of open source robots, new tools from Perplexity, and the crowded race for agentic dominance.
Key Points Discussed
Andy spotlighted the rise of test time compute and reasoning, linking DeepSeek’s performance gains to Nvidia's GPU surge.
Jyunmi shared a study on using horses as the model for emotionally responsive robots, showing how nature informs social AI.
Hugging Face launched low-cost open source humanoid robots (Hope Junior and Richie Mini), sparking excitement over accessible robotics.
Karl broke down Claude’s system prompt leak, highlighting repeated instructions and smart temporal filtering logic for improving AI responses.
Repetition within prompts was validated as a practical method for better instruction adherence, especially in RAG workflows.
The team explored Perplexity’s new features under “Perplexity Labs,” including dashboard creation, spreadsheet generation, and deep research.
Despite strong features, Karl voiced concern over Perplexity’s position as other agents like GenSpark and Manus gain ground.
Beth noted Perplexity’s responsiveness to user feedback, like removing unwanted UI cards based on real-time polling.
Eran shared that Claude Sonnet surprised him by generating a working app logic flow, showcasing how far free models have come.
Karl introduced “Fairies.ai,” a new agent that performs desktop tasks via voice commands, continuing the agentic trend.
The group debated if Perplexity is now directly competing with OpenAI and other agent-focused platforms.
The show ended with a look ahead to future launches and a reminder that the AI release cycle now moves on a quarterly cadence.
Timestamps & Topics
00:00:00 📊 Weekly recap intro and reasoning trend
00:03:22 🧠 Test time compute and DeepSeek’s leap
00:10:14 🐎 Horses as a model for social robots
00:16:36 🤖 Hugging Face’s affordable humanoid robots
00:23:00 📜 Claude prompt leak and repetition strategy
00:30:21 🧩 Repetition improves prompt adherence
00:33:32 📈 Perplexity Labs: dashboards, sheets, deep research
00:38:19 🤔 Concerns over Perplexity’s differentiation
00:40:54 🙌 Perplexity listens to its user base
00:43:00 💬 Claude Sonnet impresses in free-tier use
00:53:00 🧙 Fairies.ai desktop automation tool
00:57:00 🗓️ Quarterly cadence and upcoming shows
#AIRecap #Claude4 #PerplexityLabs #TestTimeCompute #DeepSeekR1 #OpenSourceRobots #EmotionalAI #PromptEngineering #AgenticTools #FairiesAI #DailyAIShow #AIEducation
The Daily AI Show Co-Hosts: Andy Halliday, Beth Lyons, Brian Maucere, Eran Malloch, Jyunmi Hatcher, and Karl Yeh
Senaste avsnitt
En liten tjänst av I'm With Friends. Finns även på engelska.