Forward Future

Originals

Essays, columns, and deep analysis on AI from Forward Future contributors. Browse the latest, or filter by topic.

Topic
Author
AI Won't Build Houses. But It Can Get Them Approved Faster.

Policy & Governance

AI Won't Build Houses. But It Can Get Them Approved Faster.

AI is helping cities eliminate permitting bottlenecks, reduce review times, and accelerate housing projects by transforming how approvals get done.

Cyrus Symoom · JUN 30, 2026

A Tax System Built on Labor Is a Tax System Built on a Melting Glacier

Policy & Governance

A Tax System Built on Labor Is a Tax System Built on a Melting Glacier

Two ways to fund a universal dividend in the age of AI and why they're better together.

Scott Santens · JUN 29, 2026

Genie’s Not Going Back in the Bottle

Future of Work

Genie’s Not Going Back in the Bottle

AI is changing every aspect of our lives, even if we try, we can’t go back to Pre-ChatGPT Era

Deepanshu Sharma · JUN 26, 2026

Build the Loop, Not the Agent

Big Tech

Build the Loop, Not the Agent

Why agent quality should be run as a permanent capability, not a one-time modernization project.

Namrata Ganatra & Ethan Wang · JUN 23, 2026

Anthropic Thinks “FOOM” Is Near

Big Tech

Anthropic Thinks “FOOM” Is Near

Why Dario is terrified of RSI (recursive self improvement) and how this distorts his worldview

David Shapiro · JUN 18, 2026

Nobody Ever Checked

Research

Nobody Ever Checked

A deep dive into the emerging science of AI consciousness and the risks of ignoring what we might be creating

Cameron Berg · JUN 17, 2026

4 Questions Every Leader Should Ask About AI Transformation

Business & Gtm

4 Questions Every Leader Should Ask About AI Transformation

A leader's guide to identifying where AI can simplify, scale, coordinate, and innovate.

Gopi Kallayil · JUN 14, 2026

How Nancy Pelosi Got Me into AI Trading

Future of Work

How Nancy Pelosi Got Me into AI Trading

What happened when a complete investing newb let apps, politicians, and chatbots explain and trade the market.

JUN 12, 2026

The Bottleneck Migrates

Infrastructure & Compute

The Bottleneck Migrates

Everyone is arguing about whether AI will start improving itself. Almost nobody is asking the more useful question: if it does, what runs out first?

Ben Pouladian · JUN 10, 2026

My Week with Fable

Models

My Week with Fable

A week with Fable Mythos revealed unmatched autonomy, deep reasoning, and a few frustrating trade-offs.

Matthew Berman · JUN 9, 2026

Model Routing Will Control the Future of Economic Value

Infrastructure & Compute

Model Routing Will Control the Future of Economic Value

Why intelligent model routing will determine AI costs, efficiency, and economic value at scale.

Tomás Hernando Kofman · JUN 6, 2026

AI’s Environmental Bargain

Policy & Governance

AI’s Environmental Bargain

AOC’s jar of brown water was misleading. But the conversation she started is important.

Jonah Lipsitt · JUN 5, 2026

Local LLMs, Buy a GPU, and the Case for Cognitive Security

Future of Work

Local LLMs, Buy a GPU, and the Case for Cognitive Security

Why local AI models matter for understanding, questioning, and controlling machine-mediated thinking.

Ahmad M. Osman · JUN 4, 2026

Economists Just “Proved” UBI Can’t Stop AI Layoffs — Here’s What They Actually Proved

Policy & Governance

Economists Just “Proved” UBI Can’t Stop AI Layoffs — Here’s What They Actually Proved

A new paper claims UBI can't stop AI-driven layoffs. The catch: they defined basic income as a number that can't change anything, then act surprised when it didn't.

Scott Santens · JUN 2, 2026

How AI is Transforming Hospitality (And Why Every Industry Should Pay Attention)

Future of Work

How AI is Transforming Hospitality (And Why Every Industry Should Pay Attention)

Gopi Kallayil · JUN 2, 2026

Four Harnesses, Four Philosophies

Infrastructure & Compute

Four Harnesses, Four Philosophies

The harness is becoming the new control plane in AI infrastructure.

Janakiram MSV · MAY 29, 2026

Anthropic Is Not on Your Side

Infrastructure & Compute

Anthropic Is Not on Your Side

Actions speak louder than words. Follow the money.

David Shapiro · MAY 26, 2026

The Rise of the Agent Manager: How AI Is Redefining Work, Not Replacing It

Future of Work

The Rise of the Agent Manager: How AI Is Redefining Work, Not Replacing It

Inside Salesforce's vision for a future where everyone becomes a strategic orchestrator of intelligent systems

Nick Wentz · MAY 25, 2026

The 10T Threshold

Infrastructure & Compute

The 10T Threshold

What it actually takes, hardware and software, to serve a 10 trillion parameter model. The era of fitting a frontier model in a single rack just ended.

Ben Pouladian · MAY 13, 2026

The Mom Was Right. Her Reasons Were Wrong.

Policy & Governance

The Mom Was Right. Her Reasons Were Wrong.

A viral r/antiai post had the right instinct on kids and AI. The reasons don't hold up.

APR 30, 2026

DeepSeek V4 Shakes AI Market with Low-Cost Power

Geopolitics

DeepSeek V4 Shakes AI Market with Low-Cost Power

DeepSeek V4 delivers near-frontier AI at far lower cost, forcing US firms to rethink pricing, strategy, and risk.

Matthew Berman · APR 28, 2026

GPT-5.5 Just Dropped, I’ve Been Testing It for the Last Two Weeks

Models

GPT-5.5 Just Dropped, I’ve Been Testing It for the Last Two Weeks

GPT-5.5 sets a new AI standard with human-like responses, token efficiency, and powerful coding performance

Matthew Berman · APR 23, 2026

Universal Basic Income Is Your Productivity Dividend. It’s the Only Way to Share What We All Built.

General

Universal Basic Income Is Your Productivity Dividend. It’s the Only Way to Share What We All Built.

Why Universal Basic Income (UBI) is the only way to share AI and productivity gains with everyone

Scott Santens · MAR 15, 2026

Universal Basic Income Focuses on Stability Not Replacing Work

General

Universal Basic Income Focuses on Stability Not Replacing Work

How universal basic income protects workers, wages, and democracy in an AI-disrupted economy

Scott Santens · DEC 19, 2025

The AI Compute Boom Has Room for Everyone

General

The AI Compute Boom Has Room for Everyone

Inside Google's TPUs and the Supply Chain That Powers Both Giants

Ben Pouladian · DEC 12, 2025

Anthropic Chose Boring Over Viral, and It’s Paying Off

General

Anthropic Chose Boring Over Viral, and It’s Paying Off

How Anthropic’s focus on safe, enterprise AI is outpacing rivals chasing consumer hype and short-term virality.

Nick Wentz · NOV 11, 2025

The Line Is Disappearing: Inside Figma's Bet on AI-Native Product Development

General

The Line Is Disappearing: Inside Figma's Bet on AI-Native Product Development

How CTO Kris Rasmussen is reimagining what it means to build software when the tools can think

Nick Wentz · NOV 9, 2025

How LIV Golf Is Betting on Technology to Transform the Sport

General

How LIV Golf Is Betting on Technology to Transform the Sport

Inside the challenger league's strategy to attract new audiences, optimize athlete performance, and tell better stories

Nick Wentz · NOV 7, 2025

Day in the Life of a Researcher at Microsoft

General

Day in the Life of a Researcher at Microsoft

This original series spotlights Microsoft researchers—their work, their impact, and the ideas shaping the future of AI.

Nick Wentz · NOV 6, 2025

The Orchestration Era: How AI Agents Will Transform Work (Without Replacing Workers)

General

The Orchestration Era: How AI Agents Will Transform Work (Without Replacing Workers)

Silvio Savarese has spent his career teaching machines to see the world. Now he's focused on helping them act in it, and that shift changes everything.

Nick Wentz · NOV 6, 2025

Live From Dreamforce: Marc Benioff on AI's Promise and Limits

General

Live From Dreamforce: Marc Benioff on AI's Promise and Limits

At Dreamforce 2025, Salesforce's CEO offers something the tech industry desperately needs: optimism tempered by truth.

Nick Wentz · NOV 2, 2025

Formula 1's Unexpected Edge: Why Racing Matters More as Cars Drive Themselves

General

Formula 1's Unexpected Edge: Why Racing Matters More as Cars Drive Themselves

As autonomous vehicles reshape our roads, the sport of human drivers is booming—and the paradox reveals something profound about what we value

Nick Wentz · OCT 29, 2025

The Next AI Breakthrough Will Be Better Interfaces

General

The Next AI Breakthrough Will Be Better Interfaces

AI’s next breakthrough will come from intuitive, visual interfaces that align technology with how humans think.

Matt Martin · OCT 19, 2025

LLMs Create Token... Humans Create Value

General

LLMs Create Token... Humans Create Value

Why human insight, judgment, and creativity remain the ultimate edge in an AI-driven, token-generating world.

Lani Refiti · OCT 12, 2025

A Day in the Life of a Researcher at Microsoft: Cecily Morrison

General

A Day in the Life of a Researcher at Microsoft: Cecily Morrison

Cecily Morrison builds equitable AI at Microsoft, blending human insight with inclusive, community-driven design.

Cecily Morrison · OCT 8, 2025

Why Reports of UBI’s Death Are Exaggerated

General

Why Reports of UBI’s Death Are Exaggerated

Inside Jina Suh’s mission to build AI that prioritizes mental health, human wellbeing, and psychological safety.

Scott Santens · OCT 5, 2025

A Day in the Life of a Researcher at Microsoft: Jina Suh

General

A Day in the Life of a Researcher at Microsoft: Jina Suh

Inside Jina Suh’s mission to build AI that prioritizes mental health, human wellbeing, and psychological safety.

Jina Suh · OCT 1, 2025

Alibaba's AI Infrastructure Gambit: Why China's Tech Giant Is Doubling Down

General

Alibaba's AI Infrastructure Gambit: Why China's Tech Giant Is Doubling Down

The e-commerce titan's massive spending increase signals a strategic pivot that could reshape the global AI landscape

Nick Wentz · SEP 24, 2025

A Day in the Life of a Researcher at Microsoft: Ahmed Awadallah

General

A Day in the Life of a Researcher at Microsoft: Ahmed Awadallah

Go inside a day at Microsoft with Ahmed Awadallah as he builds agentic AI systems and leads cutting-edge research.

Ahmed Awadallah · SEP 24, 2025

The Great Fracture

General

The Great Fracture

How AI as an Agency Multiplier Is Redefining the Nature of Power

Romain Peter · SEP 23, 2025

Keep the Muscles That Matter in the Age of AI

General

Keep the Muscles That Matter in the Age of AI

Why effort, struggle, and reflection—not shortcuts—are the foundation of lasting knowledge.

Mandy McLean · SEP 21, 2025

A Day in the Life of a Researcher at Microsoft: Flavio Griggio

General

A Day in the Life of a Researcher at Microsoft: Flavio Griggio

Follow quantum-hardware specialist Flavio Griggio through a day of circuits, mentoring, and innovation at Microsoft.

Flavio Griggio · SEP 17, 2025

Day in the Life: Trista Chen, Director, AI Research Center

General

Day in the Life: Trista Chen, Director, AI Research Center

From morning research to global meetings, discover how one AI leader is building trust in intelligent systems.

Trista Chen · SEP 10, 2025

GPT-5 Full Breakdown: Everything You Need to Know

General

GPT-5 Full Breakdown: Everything You Need to Know

OpenAI's latest model combines lightning-fast responses with deep reasoning, democratizing expert-level intelligence for everyone.

Nick Wentz · SEP 8, 2025

Billions in Play: Why AI Startups Are Breaking Every Funding Record

General

Billions in Play: Why AI Startups Are Breaking Every Funding Record

From OpenAI's historic mega-round to 33 companies crossing the $100M threshold, 2025 is rewriting the venture playbook—and transforming entire industries along the way.

Nick Wentz · SEP 4, 2025

AWS CEO Matt Garman on Agents, Infrastructure, and the Future of AI Engineering

General

AWS CEO Matt Garman on Agents, Infrastructure, and the Future of AI Engineering

From custom silicon to agent workflows, Garman reveals how AWS is preparing for an AI-first future—without leaving humans behind.

Nick Wentz & Matthew Berman · AUG 31, 2025

NVIDIA Delivers Record Quarter, but China Trade Tensions Signal Turbulence Ahead

General

NVIDIA Delivers Record Quarter, but China Trade Tensions Signal Turbulence Ahead

The AI chip giant posted stunning 56% revenue growth, yet regulatory headwinds and analyst misses suggest the breakneck pace may be unsustainable.

Nick Wentz · AUG 28, 2025