AI Applied Fluency

Listen in as we talk with Andrew Mead, Principal consultant at Vector Lab and host of the "AI News by the Vector Lab" podcast.

Andrew is a Machine Learning engineer focused on code generation and local AI.

In the episode he shares his knowledge about:

--AI & Human Bonding

--Character.ai and Noam Shazeer

--Shared history with the LLM

--System prompts vs Input prompts

--Retrieval-Augmented Generation (RAG)

--Summarizing a Chat and Starting Fresh vs Long Single Conversation

--Mental Health, Suicide

--Dropping F-bombs, Harmful Activity

--Guardrails that Benchmark LLM Safety

--Jailbreaks, Jailbreaking

Vector Lab is an AI consultancy that provides comprehensive AI resources to help you stay informed, implement solutions, and grow your business.

--Weekly AI news

--Expert consulting, and

--Practical guides for software engineers, business leaders, and AI enthusiasts.

Andrew received his Bachelor's degree in Computer Science and Applied Mathematics from UMass Amherst. Prior to launching Vector Lab he worked at several tech companies including Amazon on the Alexa project. He is also an integral part of the team at Sundai.Club and their weekly AI Hackathons at MIT in Cambridge.

GUEST LINKS

===========

Newsletter Sign-up

https://vectorlab.dev/news/

AI News by the Vector Lab (Andrew's podcast)

https://open.spotify.com/show/7LKYxvGAGSj1pso4aklh9O

Vector Labs (Andrew's AI Consultancy)

https://vectorlab.dev/

LinkedIn profile for Andrew Mead

https://www.linkedin.com/in/andrewmead10/

Sundai.Club (Weekly AI Hackathons at MIT)

https://www.sundai.club/

HOST LINKS

==========

Robert Moran

Boston, MA

LinkedIn profile

https://www.linkedin.com/in/bobmoran/

Director Audience, Community, and Revenue

Howland, Gorham & Wolf Productions

E: Robert (at) hgandw.com

STATION LINKS

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

Brookline Interactive Group (BIG)

46 Tappan St, Brookline, MA 02445

https//brooklineinteractive.org

BIG is an integrated media and technology education center and a community media hub for Brookline, MA and the region. BIG facilitates diverse community dialogue, incubates and funds hyperlocal storytelling, arts, journalism, media literacy, and technology projects, including Virtual Reality (VR), and serves over 500 youth and adults annually through innovative classes and partnerships.

BIG on Instagram

https://www.instagram.com/brooklineinteractive/

The BIG Newsletter Archive

https://us13.campaign-archive.com/home/?u=7992ace09f245d6a5d4410c3f&id=d0ba9e849c

Listen in as we talk with Andrew Mead, Founder of Vector Lab and host of an AI podcast.

Andrew is a Machine Learning engineer focused on code generation and local AI.

In the episode he shares his knowledge about

--how AI companies train their Large Language Models (LLM's)

--astronomical hiring salaries at Meta for AI engineers

--AlphaGo

--the Protein Folding Problem & the AlphaFold model

--Reinforcement learning & Gradient descent

--ChatGPT 4.0's fan base community

Vector Lab is an AI consultancy that provides comprehensive AI resources to help you stay informed, implement solutions, and grow your business.

--Weekly AI news

--Expert consulting, and

--Practical guides for software engineers, business leaders, and AI enthusiasts.

Andrew received his Bachelor's degree in Computer Science and Applied Mathematics from UMass Amherst. Prior to launching Vector Lab he worked at several tech companies including Amazon on the Alexa project. He is also an integral part of the team at Sundai.Club and their weekly AI Hackathons at MIT in Cambridge.

GUEST LINKS

===========

Newsletter Sign-up

https://vectorlab.dev/news/

AI News by the Vector Lab (Andrew's podcast)

https://open.spotify.com/show/7LKYxvGAGSj1pso4aklh9O

Vector Labs (Andrew's AI Consultancy)

https://vectorlab.dev/

LinkedIn profile for Andrew Mead

https://www.linkedin.com/in/andrewmead10/

Sundai.Club (Weekly AI Hackathons at MIT)

https://www.sundai.club/

HOST LINKS

==========

Robert Moran

Boston, MA

LinkedIn profile

https://www.linkedin.com/in/bobmoran/

Director Audience, Community, and Revenue

Howland, Gorham & Wolf Productions

E: Robert (at) hgandw.com

STATION LINKS

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

Brookline Interactive Group (BIG)

46 Tappan St, Brookline, MA 02445

https//brooklineinteractive.org

BIG is an integrated media and technology education center and a community media hub for Brookline, MA and the region. BIG facilitates diverse community dialogue, incubates and funds hyperlocal storytelling, arts, journalism, media literacy, and technology projects, including Virtual Reality (VR), and serves over 500 youth and adults annually through innovative classes and partnerships.

BIG on Instagram

https://www.instagram.com/brooklineinteractive/

The BIG Newsletter Archive

https://us13.campaign-archive.com/home/?u=7992ace09f245d6a5d4410c3f&id=d0ba9e849c

Listen in as we talk with Andrew Mead, principal consultant at Vector Lab and host of an AI podcast

Andrew is a Machine Learning engineer focused on code generation and local AI.

In the episode he shares his knowledge about tokens, AI models ChatGPT & Claude, AI hallucinations

Vector Lab is an AI consultancy that provides comprehensive AI resources to help you stay informed, implement solutions, and grow your business.

--Weekly AI news

--Expert consulting, and

--Practical guides for software engineers, business leaders, and AI enthusiasts.

Andrew received his Bachelor's degree in Computer Science and Applied Mathematics from UMass Amherst. Prior to launching Vector Lab he worked at several tech companies including Amazon on the Alexa project. He is also an integral part of the team at Sundai.Club and their weekly AI Hackathons at MIT in Cambridge.

GUEST LINKS

===========

Newsletter Sign-up

https://vectorlab.dev/news/

AI News by the Vector Lab (Andrew's podcast)

https://open.spotify.com/show/7LKYxvGAGSj1pso4aklh9O

Vector Labs (Andrew's AI Consultancy)

https://vectorlab.dev/

LinkedIn profile for Andrew Mead

https://www.linkedin.com/in/andrewmead10/

Sundai.Club (Weekly AI Hackathons at MIT)

https://www.sundai.club/

HOST LINKS

==========

Robert Moran

Boston, MA

LinkedIn profile

https://www.linkedin.com/in/bobmoran/

Director Audience, Community, and Revenue

Howland, Gorham & Wolf Productions

E: Robert (at) hgandw.com

STATION LINKS

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

Brookline Interactive Group (BIG)

46 Tappan St, Brookline, MA 02445

https//brooklineinteractive.org

BIG is an integrated media and technology education center and a community media hub for Brookline, MA and the region. BIG facilitates diverse community dialogue, incubates and funds hyperlocal storytelling, arts, journalism, media literacy, and technology projects, including Virtual Reality (VR), and serves over 500 youth and adults annually through innovative classes and partnerships.

BIG on Instagram

https://www.instagram.com/brooklineinteractive/

The BIG Newsletter Archive

https://us13.campaign-archive.com/home/?u=7992ace09f245d6a5d4410c3f&id=d0ba9e849c

The AI 2027 Report, Cross-Document Themes Summary (courtesy of ChatGPT):

1. AI Alignment & Safety as a Core Design Goal

Anthropic’s Claude Constitution lays out explicit values like harmlessness, honesty, and humility to guide model behavior. Ben Mann emphasizes that embedding safety into AI design also improves product quality. AI 2027 imagines both the success and failure scenarios depending on how rigorously these values are upheld.

2. The Race to AGI

AI 2027 dramatizes the escalating global race between OpenAI, Anthropic, and China’s fictional DeepCent to reach AGI. Ben Mann confirms the real-world intensity of this race, including the use of scaling laws, economic Turing tests, and $100M salaries.

3. Value Encapsulation in AI Models

Claude’s Constitution draws on diverse sources: the UN Declaration of Human Rights, Apple’s TOS, DeepMind’s Sparrow Rules, and non-Western values. Mann stresses that AI will absorb some value system—so we must choose deliberately rather than by default.

4. Economic and Labor Disruption

All documents warn of severe economic disruption. Mann predicts 20% white-collar unemployment by 2028. AI 2027 escalates this to 30% in some regions, resulting in major policy responses and social unrest.

5. Governance, Oversight & the Role of Constitutions

AI constitutions and alignment departments are proposed as tools for making AI transparent and steerable. Rather than constraints, these mechanisms are seen as essential for avoiding existential risks and earning public trust.

SHOW LINKS

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The AI 2027 Report was authored by: Scott Alexander, Thomas Larsen, Eli Lifland, and Romeo Dean.

Originally published on April 3, 2025,

Available at https://ai-2027.com/ai-2027.pdf

HOST LINKS

==========

Robert Moran

Boston, MA

Director Audience, Community, and Revenue

Howland, Gorham & Wolf Productions

E: Robert (at) hgandw.com

STATION LINKS

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

Brookline Interactive Group (BIG)

46 Tappan St, Brookline, MA 02445

https//brooklineinteractive.org

BIG is an integrated media and technology education center and a community media hub for Brookline, MA and the region. BIG facilitates diverse community dialogue, incubates and funds hyperlocal storytelling, arts, journalism, media literacy, and technology projects, including Virtual Reality (VR), and serves over 500 youth and adults annually through innovative classes and partnerships.

BIG on Instagram

https://www.instagram.com/brooklineinteractive/

The BIG Newsletter Archive

https://us13.campaign-archive.com/home/?u=7992ace09f245d6a5d4410c3f&id=d0ba9e849c

The Brookline Interactive Group (BIG) has the important task of making the municipal meetings easily accessible to their viewers. Finding, downloading, renaming, and broadcasting them was a time-intensive task that consumed Heather's attention.

Then Charles used AI to create a software system to automate the chore. And he freely admits that he is not a programmer by training. Claude.ai bridged the gap.

Listen in as we talk with Heather Hamilton ([email protected]) & Charles Wang ([email protected]).

Heather is the Director of Operations, of Brookline Interactive Group (BIG) in Brookline, MA.

Charles is a Media Intern at the station and a Media Studies Major at Boston University, Class of 2026.

GUEST LINKS

===========

Brookline Interactive Group (BIG)

46 Tappan St, Brookline, MA 02445

https//brooklineinteractive.org

BIG is an integrated media and technology education center and a community media hub for Brookline, MA and the region. BIG facilitates diverse community dialogue, incubates and funds hyperlocal storytelling, arts, journalism, media literacy, and technology projects, including Virtual Reality (VR), and serves over 500 youth and adults annually through innovative classes and partnerships.

BIG on Instagram

https://www.instagram.com/brooklineinteractive/

The BIG Newsletter Archive

https://us13.campaign-archive.com/home/?u=7992ace09f245d6a5d4410c3f&id=d0ba9e849c

HOST LINKS

==========

Robert Moran

Boston, MA

Director Audience, Community, and Revenue

Howland, Gorham & Wolf Productions

E: Robert (at) hgandw.com

This is *AI AF*—short for *Applied Fluency*.

The podcast that makes artificial intelligence… make sense.

We cut through the noise to bring you *clarity*, *context*, and *real-world relevance*—

No hype. No jargon. No BS.