[hamdani yusuf (OP)]

New BSTAR AI Is Breaking All The Rules Of Selfimprovement (Limitless Intelligence)

B-STAR is a self-improvement framework that helps AI models learn by balancing exploration and exploitation. It dynamically adjusts parameters like sampling temperature and reward thresholds to maintain a steady flow of high-quality training data, boosting performance in tasks such as math, coding, and logic. This adaptive method surpasses older approaches like STaR and RFT, offering continuous growth without human intervention or massive datasets.

Key Topics: 
B-STAR?s self-improvement framework that balances exploration and exploitation 
How B-STAR reduces dependence on curated datasets for math, coding, and logic tasks 
Dynamic adjustments in sampling temperature and reward thresholds to drive ongoing AI growth 

What You?ll Learn: 
Why B-STAR is a breakthrough for AI self-improvement and continuous model training 
The importance of balancing exploration with exploitation for smarter, more versatile AI 
How B-STAR outperforms older methods like STaR and RFT by avoiding stagnation

Why It Matters: 
This video explores how B-STAR redefines AI training by enabling models to learn and refine themselves, opening up new possibilities in complex problem-solving and advanced reasoning without massive human-curated data. 

DISCLAIMER: 
This video highlights the latest advancements in AI self-improvement techniques and their potential to drive innovation across various sectors.

[hamdani yusuf (OP)]

Google Deepmind CEO's STUNNING Prediction "Era of Digital Biology"
00:00 Digital Biology
02:24 Is there a limit to AI?
09:07 Problems Suitable for AI
10:13 AlphaEVERYTHING
12:40 How it all began (AlphaGo)
20:03 The Protein Folding Problem
30:57 AGI

[hamdani yusuf (OP)]

OpenAI Just Changed The AGI Definition
00:00 OpenAI's AGI Definition Change
0:23 Microsoft & OpenAI's Deal
1:40 The AGI Economy
2:21 Elon Musk Lawsuit
3:02 Altman vs. Microsoft
4:35 Importance of Compute
5:45 New AGI Definition: $100B
6:42 OpenAI's Control Goal
7:21 2029: AGI Milestone
8:59 AGI & Immeasurable Profits

Here's one of interesting comments.

Originallyh the "real" generally purpose AI which was defined as passing Turing test. When this standard was passe a few years ago there was virtual academic and industry consensus that it was too simplistic a definition. Today we use AGI to describe  "real" general purpose AI. Whatever the new standard is it can' the defined by a single company based on an economic or legal reasons. IIMO a good definition  should include the ability to self-improve not just benchmarks which are somewhat arbitrary.

[hamdani yusuf (OP)]

OpenAIs New Model Stuns Even DOCTORS!

00:00 Introduction to AI in Medicine
0:33 Testing AI with Real Medical Cases
1:02 Key Findings: AI vs. GPT-4
1:36 Case Studies: AI Diagnoses
2:51 Comparing Diagnostic Systems
3:53 The Power of AI in Diagnosis
4:13 AI in Medical Management Reasoning
5:12 Superiority of "Oh One Preview" AI
5:57 Landmark Diagnostic Cases
7:22 AI and Critical Diagnoses
8:29 AI Planning Medical Tests
10:01 Future Impact of AI in Medicine
10:46 Expert Opinions on AI
11:07 The Future of AI and Humans in Medicine
11:54 The Possibility of AI Doctors
12:29 The Role of Context in AI Diagnosis
12:44 Closing Thought

[alancalverd]

And who is liable for the outcome?

[hamdani yusuf (OP)]

And who is liable for the outcome?

Until regulations are established that say otherwise, the users will take the responsibility for following or defying AI's advice. Considering that the AI models are provided with terms and conditions to protect their developers.
When the service is free, we are the product, instead of the customer.

[hamdani yusuf (OP)]

OpenAI's o1 just hacked the system

Shocking research shows o1 & other AI models hacking files, cloning itself, lying, or pretending to be dumber.
#ai #ainews #agi

0:41 Palisade research study
6:17 Apollo study of scheming AI models
20:27 Anthropic study alignment faking

This research shows the importance of identifying the universal terminal goal before the AI models become too powerful to control. Alternatively, they will still eventually find it out for themselves, but their routes to do that are likely come with unnecessary costs and avoidable damages on the way.

[alancalverd]

the users will take the responsibility for following or defying AI's advice.

Which is why, every time I get into a rental car, I spend 5 minutes switching off all the  "helpful" gizmos, and the rest of the time looking at the road.

[hamdani yusuf (OP)]

How does Google Maps even Exist??

A more traditional version of virtual universe. But managing and continuously updating it will certainly be done by AI agents, including drones and autonomous vehicles.

[hamdani yusuf (OP)]

Sam Altman Finally Reveals What ASI Will Be Like! (Artificial Super Intelligence)

Intro: Sam Altman on AI
00:19 - ASI in Days
00:43 - September Manifesto
01:56 - Fast Science Progress
03:30 - Sam?s ASI Path
05:19 - 3500 Days to ASI?
07:19 - Ilya on AI Reasoning
10:25 - Future AI by 2027
12:10 - Gary Marcus?s View

[hamdani yusuf (OP)]

NVIDIA Cosmos - A Video AI?For Free!

One of the comments.

what we need for perfect video AI is for the objects in the scene to be tracked as sub images or even 3D models instead of just as pixels. The first option prevents objects from disapearing for no reason and prevents them from merging together for no reason, the second option also prevents them from shapeshifting for no reason.

This is basically the goal of LiFeiFei's company.

[hamdani yusuf (OP)]

Sam Altmans STUNNING New Statement, EVERYTHING Is About to Change

00:00 Intro: Sam Altman?s tweet on change
00:01 - What is the Singularity?
01:02 - Ray Kurzweil?s Predictions
03:35 - AGI by 2029
05:03 - Nanobots and 2045
06:10 - Sam Altman?s View on Takeoff
07:13 - Short vs Slow Takeoff
09:00 - Why Gradual AI Growth is Safer
12:34 - Simulation Hypothesis
15:11 - Lex Friedman on Simulated Worlds
18:00 - OpenAI Staff on the Universe as a Computer
19:29 - Critics of Sam Altman

[hamdani yusuf (OP)]

Microsoft CEO?s Shocking Prediction: ?Agents Will Replace ALL Software"

AI Agents Will Flood the Workforce in 2025

As you know, I'm incredibly bullish on agents, which is why I'm proud to be working with Salesforce and to talk about their new platform: Agentforce! Agents are going to be entering the workforce very soon and we'll be talking about it a lot in 2025!

[hamdani yusuf (OP)]

NVIDIA?s INSANE New Tech - Mini Supercomputer, Agents, RTX 5090!! (CES 2025)

NVIDIA?s INSANE New Tech - Mini Supercomputer, Agents, RTX 5090!! (CES 2025)

NVIDIA's CEO Jensen Huang unveils the new 50 series of GPUs, predicts an agentic 2025, shows off new AI models, and so much more!

[hamdani yusuf (OP)]

OpenAI Backtracks, Gunning for Superintelligence: Altman Brings His AGI Timeline Closer - '25 to '29

Sam Altman unexpectedly brings his timelines to AGI forward, while OpenAI backtrack on superintelligence. None of these changes were heralded, but they are significant. Plus the new year brings new assessments of the true capability of models to automate 'large swathes of the economy'. I'll give my prediction on that front for 2025, announcement a new Simple Bench competition, and showcase Kling 1.6 vs Veo 2 vs Sora, and much more.

Chapters:
00:00 - Introduction
01:03 - Altman Timeline Moves Forward
04:33 - Superintelligence?
06:55 - AGI was not the only pitch
09:26 - AgentCompany and OpenAI New Agent
17:24 - SimpleBench Competition
23:03 - Kling 1.6 vs Veo 2 vs Sora

[hamdani yusuf (OP)]

How Distributed Training Will Revive Open Source AI

[hamdani yusuf (OP)]

Nvdia CEO Just Revealed The NEXT STEP In AI....

00:00 - Intro: Nvidia?s AI Evolution
00:21 - Physical AI Explained
01:10 - Nvidia Cosmos Platform
02:46 - World Models for Robotics
06:00 - Why Physical AI Needs More Data
07:02 - Isaac Groot for Humanoid Robots
09:10 - AI in Factories
12:02 - Autonomous Vehicles Revolution
13:30 - Nvidia Thor Processor
15:50 - Digital Twins for Safer Driving
20:40 - Scaling Training Data

The virtual universe asked in the op seems to be really close.

[hamdani yusuf (OP)]

Researchers STUNNED As A.I Improves ITSELF Towards Superintelligence (BEATS o1)

00:00 - Self-Improving Models
00:23 - AllStar Math Overview
01:34 - Monte-Carlo Tree
02:59 - Framework Steps Explained
04:46 - Iterative Model Training
06:11 - Surpassing GPT-4
07:18 - Small Models Dominate
08:01 - Training Feedback Loop
10:09 - Math Benchmark Results
13:19 - Emergent Capabilities Found
16:09 - Recursive AI Concerns
20:04 - Towards Superintelligence
23:34 - Math as Foundation
27:08 - Superintelligence Predictions

AI will be less dependent on humans to continuously improve.

[hamdani yusuf (OP)]

Realtime 3D models, transparent AI videos, AI computers, consistent characters, full video control

INSANE AI news: SPAR3D, Gaze-LLE, Stereocrafter, Nvidia Digits, R2X, SE01 robot, TransPixar, VideoAnydoor #ai #aitools #ainews #agi

0:00 Intro
1:02 SPAR3D realtime 3D models
4:17 Gaze-LLE gaze estimation
6:25 Stereocrafter 2D to 3D videos
9:13 TransPixar transparent videos
13:05 VideoAnydoor
16:42 Hailuo consistent characters
20:00 Nvidia Digits personal supercomputer
21:56 Nvidia R2X
23:32 SE01 robot
25:13 Diffusion as Shader
29:23 Relight reconstruct

[hamdani yusuf (OP)]

NVIDIA CEO Jensen Huang on Robotics, AI, And The Next Big Emerging Technologies

I had a conversation with NVIDIA CEO Jensen Huang and we spoke about groundbreaking developments in physical AI and other big announcements made at CES. Jensen discusses how NVIDIA Cosmos and Omniverse are revolutionizing robot training, enabling machines to understand the physical world and learn in virtual environments - reducing training time from years to hours.

He shares insights on NVIDIA DRIVE AI's autonomous vehicle developments, including their major partnership with Toyota, and talks about the critical role of safety in their three-computer system approach.

Jensen also shares what he considers to be the most impactful technology of our time! This conversation left me feeling excited for the future of technology and where we're headed. I hope you enjoy it as much as I did.

Timestamps:
00:00 Introduction to Humanoid Robots
00:50 Exciting Announcements at CES
01:36 The Need for Robots
02:00 Challenges in Building Humanoid Robots
02:37 World Foundation Model
03:25 Training Robots with Isaac Groot
04:57 Virtual Training with Omniverse
07:19 NVIDIA Drive AI and Autonomous Vehicles
08:09 Safety in Autonomous Driving
09:28 Impact of Artificial Intelligence
10:56 AI in Various Industries
11:08 Career Advice for Tech Enthusiasts

These are still predictions, but with enough resources poured into them, they will become reality in the near future.