1. 🧭In this week's letter from Andrew Ng: AI improves fastest on tasks you can verify. Judgment tasks ... 🧭In this week's letter from Andrew Ng: AI improves fastest on tasks you can verify. Judgment tasks are harder, and it's easy to overgeneralize progress in math and 10/17 04:35 ♡
2. 1 1/ 📰Missed a few days of AI news? Here's what happened in this week's Data Points 👇 2/ 🪶Claude H... 1/ 📰Missed a few days of AI news? Here's what happened in this week's Data Points 👇 2/ 🪶Claude Haiku 5.5: $0.10/$0.50 per million tokens for prompts 10/16 08:10 ♡
3. 🧰 Picking the most relevant tools one by one leaves gaps. HYSET scores tools as a set. 📊 Recall@5... 🧰 Picking the most relevant tools one by one leaves gaps. HYSET scores tools as a set. 📊 Recall @5 : 88.6% vs. 81.4% ✅ Tasks resolved: 69.9% vs. 61.8% Full story in 10/16 00:00 ♡
4. 🦾 FLUX 3 Action, a video-first world-action model, ranks first on RoboLab-120’s simulations, with a... 🦾 FLUX 3 Action, a video-first world-action model, ranks first on RoboLab-120’s simulations, with a success rate of 42.9%. 🎥 It was pretrained on more than 95% vide 10/15 00:00 ♡
5. 🎯 Gemini 4 Argon has a 15% hallucination rate on AA-Omniscience, compared with 51% for GPT-6 Astra.... 🎯 Gemini 4 Argon has a 15% hallucination rate on AA-Omniscience, compared with 51% for GPT-6 Astra. 📊 It ranks first on the Vals Index, reflecting its high performa 10/14 00:00 ♡
6. 📊 GPT-6.1 Sol: 52 on the AA Intelligence Index, at $0.72 per task. GPT-6 Astra: 53, at $3.26 per t... 📊 GPT-6.1 Sol: 52 on the AA Intelligence Index, at $0.72 per task. GPT-6 Astra: 53, at $3.26 per task. ⏸️ OpenAI also canceled GPT-6.1 Astra’s release after the model showe 10/13 00:39 ♡
7. 🖥️ Agents don't just consume tokens for input and output like humans do with early chatbots. Agents... 🖥️ Agents don't just consume tokens for input and output like humans do with early chatbots. Agents use computers: searching, storing, analyzing, transacting, at a scal 10/10 23:00 ♡
8. 🏗️ In this week’s letter from Andrew Ng in The Batch: One of his agents makes 5,000 to 10,000 web s... 🏗️ In this week’s letter from Andrew Ng in The Batch: One of his agents makes 5,000 to 10,000 web searches a day. Agents will need far more data centers. Also inside:  10/10 03:59 ♡
9. A new agentic research model and harness called AREX checks its answers requirement by requirement, ... A new agentic research model and harness called AREX checks its answers requirement by requirement, keeps what's verified, and researches only the gaps. 📰✅ 📊 82 10/09 08:00 ♡
10. T This assistant remembers where you left your keys. No network connection. No remote server. Build ... This assistant remembers where you left your keys. No network connection. No remote server. Build one yourself in a course built in partnership with Qdrant and taught by Dylan Couz 10/09 04:35 ♡
