AI risks, RLHF, and inner alignment: GPT stands to give the business world a major boost. But with everyone racing either to develop products that incorporate GPT or use it to carry out critical tasks, what dangers could lie ahead in working with a tool that applies essentially unknowable means (inner alignments) to reach its goals? This week’s guest Jérémie Harris speaks with Jon Krohn about the essential need for anyone working with GPT to understand the impact of a system comprising inner alignments that cannot – and may never – be fully understood.

Additional materials: www.superdatascience.com/668

Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

The Super Data Science Podcast: Machine Learning | AI | Success

668: GPT-4: Apocalyptic stepping stone?

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13 November 2023 - Spotify
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__________________________________________________

Follow The Artist Here: 
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- Alberto Brichuk : https://beacons.page/albertobrichuk

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Complex Modulations 2023, Pt. XXI [Alma-Electronica]

expert systems (Original Mix) [AELER00181]

Hen aka RLHF - expert systems (Original Mix) [AELER00181]

Buy Data:

16 November 2023 - Beatport
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07 December 2023 - Volumo
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Follow The Artist Here: 
- F3834 : https://beacons.ai/F3834_Electro
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- Neo Nakamura : https://beacons.ai/neonakamurajp

__________________________________________________

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Complex Modulations 2023, Pt. XXXIII [Alma-Electronica]

expert systems (Extended Mix) [AELER00193]

Hen aka RLHF - expert systems (Extended Mix) [AELER00193]

Buy Data:

14 December 2023 - Beatport
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31 December 2023 - Volumo
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31 December 2023 - Amazon Music
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31 December 2023 - Tidal
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Follow The Artist Here: 
- Jane Marie Parker : https://beacons.ai/janemarieparker
- Alberto Brichuk : https://beacons.page/albertobrichuk
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- Neo Nakamura : https://beacons.ai/neonakamurajp
- Wilde City : https://beacons.ai/wildecity_k
- Atom Vries : https://beacons.ai/atomvries

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Complex Modulations 2023, Pt. XLV [Alma-Electronica]

expert systems (Original Mix) [AELER00205]

Hen aka RLHF - expert systems (Original Mix) [AELER00205]

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19 January 2024 - Beatport
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24 January 2024 - Volumo
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24 January 2024 - Apple Music
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24 January 2024 - Amazon Music
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24 January 2024 - Tidal
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24 January 2024 - Deezer
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24 January 2024 - Spotify
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Follow The Artist Here: 
- Hen aka RLHF : https://beacons.ai/henakarlhf
- Alberto Brichuk : https://beacons.page/albertobrichuk
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- Neo Nakamura : https://beacons.ai/neonakamurajp
- Wilde City : https://beacons.ai/wildecity_k
- MBElec : https://beacons.ai/MBElec_synth

__________________________________________________

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Complex Modulations 2023, Pt. LVII [Alma-Electronica]

expert systems (Dj Tools Version) [AELER00217]

Hen aka RLHF - expert systems (Dj Tools Version) [AELER00217]

Reinforcement learning through human feedback (RLHF) has come a long way. In this episode, research scientist Nathan Lambert talks to Jon Krohn about the technique’s origins of the technique. He also walks through other ways to fine-tune LLMs, and how he believes generative AI might democratize education.

This episode is brought to you by AWS Inferentia (https://go.aws/3zWS0au) and AWS Trainium (https://go.aws/3ycV6K0), and Crawlbase (https://crawlbase.com), the ultimate data crawling platform. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.

In this episode you will learn:
• Why it is important that AI is open [03:13]
• The efficacy and scalability of direct preference optimization [07:32]
• Robotics and LLMs [14:32]
• The challenges to aligning reward models with human preferences [23:00]
• How to make sure AI’s decision making on preferences reflect desirable behavior [28:52]
• Why Nathan believes AI is closer to alchemy than science [37:38]

Additional materials: www.superdatascience.com/791

791: Reinforcement Learning from Human Feedback (RLHF), with Dr. Nathan Lambert

Listen to it complete in Youtube Music
https://music.youtube.com/playlist?list=OLAK5uy_nYGdkh7AY2gvGg7Tqhxf8i9BxXQTjw4yE
__________________________________________________

Buy Data:

04 February 2024 - Beatport
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15 February 2024 - Volumo
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15 February 2024 - Apple Music
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- Lex Fisher : https://beacons.ai/lexfishermsc
- M A Rmf : https://beacons.ai/m_a_rmf
- Hen aka RLHF : https://beacons.ai/henakarlhf
__________________________________________________

Support Us: https://beacons.ai/almaelectronicalabel/supporttheproyect

__________________________________________________

Complex Modulations 2023, Pt. LXVIII [Alma-Electronica]

expert systems (Dj Tools Version) [AELER00228]

Hen aka RLHF - expert systems (Dj Tools Version) [AELER00228]

The latest machine learning, A.I., and data career topics from across both academia and industry are brought to you by host Dr. Jon Krohn on the Super Data Science Podcast.

As the quantity of data on our planet doubles every couple of years and with this trend set to continue for decades to come, there's an unprecedented opportunity for you to make a meaningful impact in your lifetime. In conversation with the biggest names in the data science industry, Jon cuts through hype to fuel that professional impact.

Whether you're curious about getting started in a data career or you're a deep technical expert, whether you'd like to understand what A.I. is or you'd like to integrate more data-driven processes into your business, we have inspiring guests and lighthearted conversation for you to enjoy.

We cover tools, techniques, and implementation tricks across data collection, databases, analytics, predictive modeling, visualization, software engineering, real-world applications, commercialization, and entrepreneurship − everything you need to crush it with data science.

From the beginning of time the Since the beginning of time, the Soul is the essence of everything, Peace, Love, Union and Respect are the focus of everything.

Alma-Electronica has its origins in these ethical codes.
Founded in January 2010, it was dedicated to the search for new sounds and artists.

Sounds with strong roots in Techno, Alma-Electronica deals with the edition, distribution and promotion of our artists.

The objective is to provide a platform to new artists to Release his music.


Contac: almaelectronica@gmail.com

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DEMO POLICY

1. Check first our releases to make sure your Music fit to our Label.

2. Please just send us a link, from soundcloud, to listen to: almaelectronica@gmail.com with the "subject" DEMOS, plus all the contact information.

=================================================================

New Sounds, New Artists, more Techno and more Groove

New tracks tagged #RLHF