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Daniela Micu

@danielamicu.bsky.social

Marketing & Design science | Postdoc @ Copenhagen Business School

14 Followers  |  9 Following  |  8 Posts  |  Joined: 28.01.2024  |  1.5498

Latest posts by danielamicu.bsky.social on Bluesky

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Had a nice time at Danish Sales Competition yesterday, congrats to the winners, a lot of energy as the student teams were pitching in front of the the audience! Well done Denmark! Thank you #Intenz, our sponsor this year.

06.05.2025 20:25 — 👍 0    🔁 0    💬 0    📌 0
Meta
Addressing bias in LLMs

It's well-known that all leading LLMs have had issues with bias-specifically, they historically have leaned left when it comes to debated political and social topics. This is due to the types of training data available on the internet.

Our goal is to remove bias from our Al models and to make sure that Llama can understand and articulate both sides of a contentious issue. As part of this work, we're continuing to make Llama more responsive so that it answers questions, can respond to a variety of different viewpoints without passing judgment, and doesn't favor some views over others.

We have made improvements on these efforts with this release—Llama 4 performs significantly better than Llama 3 and is comparable to Grok:

Meta Addressing bias in LLMs It's well-known that all leading LLMs have had issues with bias-specifically, they historically have leaned left when it comes to debated political and social topics. This is due to the types of training data available on the internet. Our goal is to remove bias from our Al models and to make sure that Llama can understand and articulate both sides of a contentious issue. As part of this work, we're continuing to make Llama more responsive so that it answers questions, can respond to a variety of different viewpoints without passing judgment, and doesn't favor some views over others. We have made improvements on these efforts with this release—Llama 4 performs significantly better than Llama 3 and is comparable to Grok:

• Llama 4 refuses less on debated political and social topics overall (from 7% in Lama 3.3 to below 2%).
• Llama 4 is dramatically more balanced with which prompts it refuses to respond to (the proportion of unequal response refusals is now less than 1% on a set of debated topical questions).
• Our testing shows that Llama 4 responds with strong political lean at a rate comparable to Grok (and at half of the rate of Llama 3.3) on a contentious set of political or social topics. While we are making progress, we know we have more work to do and will continue to drive this rate further down.
We're proud of this progress to date and remain committed to our goal of eliminating overall bias in our models.

• Llama 4 refuses less on debated political and social topics overall (from 7% in Lama 3.3 to below 2%). • Llama 4 is dramatically more balanced with which prompts it refuses to respond to (the proportion of unequal response refusals is now less than 1% on a set of debated topical questions). • Our testing shows that Llama 4 responds with strong political lean at a rate comparable to Grok (and at half of the rate of Llama 3.3) on a contentious set of political or social topics. While we are making progress, we know we have more work to do and will continue to drive this rate further down. We're proud of this progress to date and remain committed to our goal of eliminating overall bias in our models.

Meta introduced Llama 4 models and added this section near the very bottom of the announcement 😬

“[LLMs] historically have leaned left when it comes to debated political and social topics.”

ai.meta.com/blog/llama-4...

05.04.2025 22:08 — 👍 135    🔁 38    💬 5    📌 61
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Grateful to have attended the 8th IMM Summit in Sarajevo this week, where I presented my paper “Emergence and dynamics of value proposition position” - a study based on a digital platform in Denmark. Looking forward to explore many new ideas in this new year! #b2b #digitalplatform #b2bmarketing

18.01.2025 13:24 — 👍 0    🔁 0    💬 0    📌 0

I hope public services communication will slowly move to bsky, instead of X, that’s the only reason I haven’t deleted my account there. ✌️

13.01.2025 10:31 — 👍 0    🔁 0    💬 0    📌 0
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The day you submit your #PhD thesis, and you try to be careless as if it’s no big deal…

29.02.2024 21:55 — 👍 2    🔁 0    💬 0    📌 0
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News You Can Use: How Staying in Touch with the World Improves Your Problem Sense by Jerry Davis In partnership with Phanish Phurnam and the Collective Impact Salon, we are in the second year of our project to help PhD students choose a dissertation topic. We started with a familia...

At the end of the PhD one should feel enlightened, and discuss its’ goods and bads. Yes, good reasearch topics come from staying in touch with the real world, but also from a trained mind in critical thinking.

17.02.2024 10:57 — 👍 0    🔁 0    💬 0    📌 0
Marketing Research is Too Narrow: How the Field Must Change to Keep Producing Relevant, Timely Knowledge by The JM Buzz A new Journal of Marketing study examines decades of marketing research to reveal a number of ways that scholars can better address the challenges marketers currently face. Read an in-depth recap of ...

Is #marketing to narrow indeed? I remember getting this reaction from colleagues in more cross-disciplinary areas such as management or entrepreneurship. The question always was: what research are you doing there? nobody (aka other fields) knows! I think this study agrees.

#academia

12.02.2024 12:32 — 👍 1    🔁 0    💬 0    📌 0

The news about the replication crisis and the academic fake news spread via peer review is disturbing. Is this a systemic fail I wonder, since even for a Postdoc position publications are expected? www.theguardian.com/science/2024...

05.02.2024 08:17 — 👍 1    🔁 0    💬 0    📌 0

Hello from Denmark! This is my first post on @bsky.app, and I will use it to describe my interests: #marketing strategy, #B2B, #design science, #digital platforms, #ecosystems, #value in networks and of course #research. I see hashtags are not supported, but I expect they will be.

28.01.2024 12:13 — 👍 20    🔁 1    💬 3    📌 0

@danielamicu is following 9 prominent accounts