🤖 AI in Tax: Risks and Responsible Adoption

AI in tax is moving fast, and the risks are moving just as fast. @DannyWerfel, the 50th Commissioner of the Internal Revenue Service, joins @KaceeJ to discuss what responsible AI adoption should look like across the tax profession.

Key Points:

Responsible AI Adoption in Tax: The conversation examines the importance of responsible AI adoption in tax, including the need for transparency, explainability, and human oversight.
Risks of AI in Tax: The discussion highlights the risks associated with AI in tax, including bias, errors, and the potential for AI to perpetuate existing inequalities.
Best Practices for AI in Tax: The conversation provides guidance on best practices for AI in tax, including the importance of data quality, model validation, and ongoing monitoring and evaluation.

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Original post URL ↗
Original source
@DannyWerfel (https://x.com/DannyWerfel ↗)
@KaceeJ (https://x.com/KaceeJ ↗)

📚 AI in Tax: Podcasts and Videos

Youtube: https://youtube.com/watch?v=7u_0sOmbSYA ↗
Apple Podcasts: https://podcasts.apple.com/us/podcast/ai-in-tax-is-moving-fast-are-we-ignoring-the-risks/id1822358393?i=1000790074490 ↗
Spotify: https://open.spotify.com/episode/05UmBLZZGojKSw0cfUKpJB ↗

Key Points:

AI in Tax Podcasts and Videos: The conversation is available on various platforms, including YouTube, Apple Podcasts, and Spotify.
Discussion Topics: The discussion covers topics such as the risks and benefits of AI in tax, best practices for AI adoption, and the importance of transparency and explainability.
Expert Insights: The conversation features expert insights from @DannyWerfel and @KaceeJ, including their experiences and perspectives on AI in tax.

🔗 Resources:

Original post URL ↗
Original source
@DannyWerfel (https://x.com/DannyWerfel ↗)
@KaceeJ (https://x.com/KaceeJ ↗)

🚀 11 New Quality Control Checks

11 new Quality Control checks are now live! Accounting review shouldn’t mean hunting through every account looking for what might be wrong. Digits now continuously checks for more of the issues accountants routinely look for during review:

Key Points:

New Quality Control Checks: Digits has introduced 11 new Quality Control checks to improve the accuracy and efficiency of accounting review.
Continuous Checking: The new checks are designed to continuously monitor accounts for potential issues, reducing the need for manual review.
Benefits: The new checks can help reduce errors, improve compliance, and increase productivity.

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🤝 Partnership with Baseten

Excited to launch our partnership with @baseten! We've increasingly seen enterprises want a one-stop-shop for inference + search to build their agents. @p0 delivers the highest accuracy and lowest cost web search to ground models on Baseten's infrastructure

Key Points:

Partnership with Baseten: The partnership aims to provide a one-stop-shop for inference and search to build agents.
Benefits: The partnership can help improve the accuracy and efficiency of model training and deployment.
Technical Details: The partnership involves the use of @p0's web search to ground models on Baseten's infrastructure.

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🤖 Robosecretary

ka-ching ka-ching this is your robosecretary Sai saving 90% tokens on your most repeated computer tasks, using code replay https://sai.simular.ai ↗

Key Points:

Robosecretary: The robosecretary is a tool that can save 90% tokens on repeated computer tasks.
Code Replay: The tool uses code replay to automate tasks and reduce the need for manual intervention.
Benefits: The tool can help improve productivity and reduce errors.

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🤖 Open-Weight Models

We're partnering with @baseten to make the case for open-weight models. Paired with @youdotcom web search, they're a real alternative to closed models at a fraction of the price. Already calling Baseten's Chat Completions endpoint? Add one line to your tools array:

Key Points:

Open-Weight Models: The partnership aims to promote the use of open-weight models as an alternative to closed models.
Benefits: Open-weight models can provide better performance and flexibility at a lower cost.
Technical Details: The partnership involves the use of @youdotcom's web search to pair with open-weight models.

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🏋️‍♀️ Practice and Performance

Simone Biles said she practiced 32–34 hours a week. All for just 3-4 minutes of competition. And yet in L&D, we think of practice as something that's merely 'nice to have'. A moveable entry in a calendar. The result? Sales reps who stumble under push-back, customer reps who

Key Points:

Practice and Performance: The conversation highlights the importance of practice in achieving high performance.
Simone Biles: Simone Biles' practice routine is cited as an example of the importance of dedication and hard work.
L&D: The conversation critiques the way L&D approaches practice, suggesting that it is often seen as optional rather than essential.

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Original post URL ↗
Original source
Simone Biles (https://x.com/UneeQAI ↗)

📊 Social Network for Work Sessions

I've set up a social network that lets you track your work sessions and tries to make it as addictive and rewarding as possible by borrowing from video game mechanics (basically the Strava for work) Well honestly it works way too well on me, it really helps me focus lmao

Key Points:

Social Network for Work Sessions: The social network is designed to track and reward work sessions, using video game mechanics to increase engagement.
Benefits: The social network can help improve focus and productivity.
Technical Details: The social network uses a combination of tracking and rewards to motivate users.

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Original post URL ↗
Original source
Promethee_io (https://x.com/Promethee_io ↗)
Theomcx (https://x.com/theomcx ↗)

🤖 Evolution Conflict

Continual learning for recommender systems usually means “loud” users overwrite the interests of “quiet” ones—a problem this new paper calls evolution conflict. Their fix? LION, a sparse memory layer that acts like a personalized “notebook” for each user’s preferences. LION

Key Points:

Evolution Conflict: The paper discusses the problem of evolution conflict in recommender systems, where "loud" users can overpower "quiet" ones.
LION: The paper proposes LION, a sparse memory layer that can help mitigate evolution conflict.
Technical Details: LION uses a personalized "notebook" approach to store user preferences.

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🎉 AI Leasers Lounge

What a rockin’ time with @Workato today. There’s still time for you to enjoy the AI Leasers Lounge until 4pm. Hurry and get over there. People like @adamse, Dom, Zayne & Aaron are there too!

Key Points:

AI Leasers Lounge: The AI Leasers Lounge is an event where people can connect and learn about AI.
Benefits: The event can provide opportunities for networking and learning.
Technical Details: The event is hosted by @Workato and features a range of speakers and attendees.

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