AI Technology Partners

We help mid-market enterprise customers grow revenue and profits faster than headcount by building them an enterprise AI platform that they own and control so that they own their own destiny.

Chief Growth Officer

Productive AI

I provide go-to-market consulting services to leading US AI companies.

Founder / CEO

Troy Angrignon Public Speaking, Writing, Advisory Services

I have written, spoken, and given workshops on emerging technologies for well over a decade.

Emerging Technologies Specialist - speaker, author, presenter, advisor

Altios Inc

Support founding team on all GTM activity

Head of GTM

Blue Arcus Technologies

Drive go to market strategy, planning and execution.

Vice President of Strategic Alliances (Fractional)

SAVVI AI

GTM Advisor (fractional)

The Productive AI Podcast

Podcaster

TWIML

I manage the new TWIML Solutions Guide, a directory of machine learning tools and platform technologies for data scientists, ML engineers and other AI practitioners and leaders. The Guide aims to help them explore and compare open source and commercial offerings for building, delivering, and improving their ML and AI projects. Our goal is to bring some clarity to the increasingly crowded marketplace for MLOps platforms and tools.

Manager, TWIML Solutions Guide

Cisco

I sold networking equipment and cloud security products to the largest Enterprise, Service providers, and SLED customers in the Northwest U.S.; Key customers: Apple, Google, Facebook, Microsoft, AirBnB; CalPERS and all of the State governments of OR, WA, CA, ID, UT, CO.

Product Sales Specialist - Cloud & Security team

Cloud Technology Partners, a Hewlett Packard Enterprise company

Advised clients on cloud computing migration and build-outs. Key accounts: America Movil, Rackspace. Company exited to HPE.

Management Consultant (Sales/Bizdev)

I help early-stage AI product company founders find product-market fit faster so they can accelerate the business to the next stage.

Troy Angrignon

Michael Spencer

AiSupremacy

AI Supremacy is the name of my flagship Newsletter, but I also do analysis, research and curation on the semiconductor industry, quantum computing, robotics & physical AI in addition to other topics including startups, Venture Capital, technology trends and AI news at the intersection of tech, business, society and culture.

Founder

Last Futurist  

The "Last Futurist" launched on November 17th, 2019 and is a futurism / AI content platform, currently just a blog. You can find its original launch here: https://lastfuturist.com/  (this website has been shut down). 

It combines breaking news, AI, and Op-eds on technology and the future into a coherent whole.

The Last Futurist 

Freelance Copywriter; Social media, Blogger, Ghostwriter, Content strategist, Inbound leads.

I create content every day to empower brands, drive leads and create social proof. 

I specialize in managing corporate LinkedIn accounts for brands, startups and media companies, to scale them faster. 

I'm a content marketer that works as a freelance copywriter, B2B marketer, blogger and ghostwriter. I excel at building corporate LinkedIn and Twitter pages for SMBs, startups, while providing blog content that's fresh, readable and of actionable value.  

I also do consulting for Brand development, Personal branding, Social media, B2B brand awareness and lead gen. I advise C-level executives as well on how to build a content strategy to boost their influence. 

With an avid interest in the new consumer and Millennials and consumer and retail trends: 

I think a lot about the future of technology and I'm implicated in fields such as Retail technology, FinTech, IoT, cloud POS, SaaS, unified commerce, omnichannel branding I write on Artificial intelligence and social trends as they relate to the future of work, business and digital branding. 

I have an on-going interest in Millennial marketing, Digital media, startup marketing, growth-hacking, creating quality content that's actionable, and networking with other freelancers, entrepreneurs and evangelists. I'm committed as well to social themes such as women in technology and the rising importance of Asia in the global information economy. 

With over 700 Pulse articles and 80k followers, I have an active history of being featured on Pulse channels such as Retail & Ecommerce, Social Media, Marketing & Advertising, Asia Pacific, VC & Private Equity, Banking & Finance and Millennials, among others. 

You can follow me to read my latest writing here: 

https://substack.com/profile/21731691-michael-spencer?utm_source=user-menu

Content Marketing & Copywriting

Self Employed

July 2015 to Sept, 2017. Resumed again October, 2019.

Newsletter Author and Technology Influencer - 2-time LinkedIn Top Voice 

Thirdshelf

In my daily life at Thirdshelf, I was implicated in a number of activities, such as: 
•	Copy-writing
•	Social media animation 
•	Community management 
•	Retail marketing influencing
•	Content editing 
•	Content automation writer 
•	Email marketing 
•	Content strategy 
•	Brand Development
•	Business Development
•	LinkedIn Pulse blogging

Content Manager

Intema Solutions Inc.

•	Copywriter & blogger (Digital Marketing)
•	Technical Support
•	QA & Testing
•	IT Documentation
•	User-Guide Creation & Maintenance
•	Video Tutorial Creation
•	Customer Service
•	User Administration 
•	Webinar Hosting
•	Trouble-Shooting
•	Educational Portal Creation & Maintenance
•	Market Research & IT trends analysis

Technical Support Specialist

Sanimax

Involved in Migration from XP to Windows 7 and Server 2003 to Server 2008 R2.

IT Internship - Sanimax 					Jan 2014 - April
	Pilot Windows 7 migration USMT
	Application compatibility testing XP to Windows 7
	Active Directory verification & profile editing
	Maintaining workshop laptops 
	Client and Application Inventory 
	Cisco study guide formulation

IT Technician Intern

Dr Shanon's Office

	Answered & screened medical calls
	Updated and created medical files 
	Retrieved relevant medical information in Municipal Health Databases
	Greeted patients and managed Dr's scheduled appointments and drop-ins
	Data entry, filing and medical records

Medical Secretary

Montreal Reproductive Center

IVF Coordinator

Indie Writer #1 Machine Learning Newsletter AiSupremacy | Tap the 🔔 on my profile

I am an emerging tech analyst that covers industries like AI, the semiconductor AI chip industry, robotics, quantum computing and others areas of exponential tech in Newsletter articles and in news curation as a service. 

I have built a new community for AI enthusiasts called AI Vanguard Society. Join link: https://ai-vanguard-society.mn.co/share/XU4Mw0F8pkyFXYRy?utm_source=manual

LinkedIn is not my main platform, for my full insights: see here: https://www.ai-supremacy.com/notes

My flagship AI Newsletter is read by over 160,000 readers as of May, 2025. 

 My A.I. newsletter AiSupremacy is rated #1 in Machine learning and is the fastest growing A.I. Newsletter on Substack, as of early 2022. 

I'm fascinated by all things artificial intelligence, innovation, business, content, automation and futurism. 

Named a LinkedIn Top Voice in 2016 | & 2017 Ranked #2 in Marketing and social, I'm an amateur futurist and indie influencer.

You can contact me at michaelkspencer 2025 at gmail dot com.

I unlock some of the best voices in AI in my publication that can be read here: https://www.ai-supremacy.com/

July 2015 to Sept, 2017. Resumed again October, 2019. 

The truth is we are just one post DeepSeek Chinese AI paper away from the Transformer architecture being obsolete and $1 Trillion in datacenter spending being for naught. 

One October 31st, 2025 a paper was published titled "Continuous Autoregressive Language Models" : "The efficiency of large language models (LLMs) is fundamentally limited by their sequential, token-by-token generation process. We argue that overcoming this bottleneck requires a new design axis for LLM scaling: increasing the semantic bandwidth of each generative step."

Tencent and Tsinghua University just dropped a paper that could end the way every large language model on Earth thinks.

It’s called Continuous Autoregressive Language Models (CALM), and it replaces the decades-old “next-token” prediction system used by GPT-4, Claude, Gemini, and every other LLM.

Instead of generating one token at a time, CALM predicts continuous vectors that each represent multiple tokens, like compressing sentences into “thought chunks.”

Basically it predicts the next idea instead of the next token.

Continuous Autoregressive Language Models (CALM), which uses a robust variational autoencoder to compress K tokens into a single continuous vector (with >99.9% reconstruction accuracy via techniques like KL clipping and dropout); employs a likelihood-free framework with an Energy Transformer generative head for single-step next-vector prediction, BrierLM metric for evaluation based on the Brier score, and rejection sampling algorithms for temperature-controlled generation.

What do you think? China doesn't just have a better Energy grid they are building better energy efficient AI and software. 

CALM reduces generative steps by a factor of K (e.g., K=4), achieving superior performance-compute trade-off—e.g., a 371M-parameter CALM-M model matches a 281M-parameter discrete baseline with 44% fewer training FLOPs and 34% fewer inference FLOPs

Read the paper: https://lnkd.in/gD_M_Kjb

Founder, Newsletter operator, A.I. Writer, Emerging tech analyst.

You don't hear much about the affordability crisis on LinkedIn. Or even much about the tighter labor market. You'd think a professional platform would talk about the ground reality? But the reality that our young workers face doesn't sell Ads or promote the PR of BigTech companies. 

A platform that isn't in touch with GenZ. Meanwhile in reality, the unemployment rate for Americans between 20 and 24 just hit a ten-year high (excluding the pandemic). (see infographic below). 

Capitalism “isn’t working for young people,” the venture capitalist Peter Thiel told The Free Press this last week according to an Op-Ed by Derek Thompson. 

Scott Galloway seems to see himself as the spokesperson for this generation. He says he "believes young Americans are fed up with a country they’re raised to love but that doesn’t love them back." How true but how tragic? As an older generation holds on to power they are damaging the future, and it's not just a brutal labor market, the environment or national debt they are leaving the next generation. 

"Our spending priorities (entitlements), tax policies (capital gains and mortgage interest deductions), and fiscal priorities (bail-outs of incumbents) are the greatest transfer of wealth from young to old in history."

So why are Derek Thompson and Scott Galloway writing about this topic so much? Because demographics matters to how the future turns out. Are young people screwed in a world of AI, automation, workslop, inflation and wages that don't keep up with the cost of living? Where the average home buyer now skews 40 and the average young person plans on not getting married?

The unemployment rate among 16- to 24-year-olds is 10.5% — the highest since the pandemic and, excluding that period, the highest since 2016. Zoomers (GenZ) report feeling more lonely, depressed, and anxious, and less successful, than other generations. Why aren't we talking about this?

We are raising young people to follow the K-shaped recovery down, down in opportunity. Down in the ability to thrive and maybe even to survive. Immigration is down and wealth inequality is rising, what could possibly go wrong? There's a hiring freeze and we are telling young people AI will take their jobs if they aren't "AI literate" (whatever that means). 

The average age of first-time buyers just hit 40, an all-series record, according to the National Association of REALTORS. Toxic politics and ideology has driven a gender divide among U.S. youth in many parts of the country. Young men seem to be adapting worse, many falling between the cracks. 

Americans expect the labor situation to get even worse. A lot of young people feel powerless in a world that is leaving them and their future behind. While Tech Oligarchs and Tycoons talk business as usual and the transformative power of AI. Ask a young person if this is remotely true. I find more wisdom about the future on 5 min of TikTok, than a week on LinkedIn. We need to become more honest with what's going on.

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Troy Angrignon

Michael Spencer

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The Battle

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Engagements

Likes

Performance Score.css-goub6s{font-size:var(--chakra-fontSizes-md);font-weight:500;color:var(--chakra-colors-gray-600);display:block;margin-top:var(--chakra-space-1);}Michael Spencer's LinkedIn Performance

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