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Matthew Berman

Matthew Berman

Creator
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AI educator and YouTuber covering AI news, tutorials, and the future of artificial intelligence. Creator of Forward Future newsletter.

Recent Posts

Balancing Prompt Optimization Across Multiple AI Models
Social•Feb 12, 2026

Balancing Prompt Optimization Across Multiple AI Models

How do I solve this: When using multiple models in OC, the prompts can really only be optimized for one model. So other models are suboptimal because the prompts aren't tailored for them. Example: My entire OC stack runs on Opus 4.6. However, if I want to use Sonnet for certain things, Opus 4.6 has very different prompting behavior. One solution is to have multiple prompt files for every model being used. This is overly complicated. The other solution is to use a single model for everything, which can get expensive since I will prefer the best model.

By Matthew Berman
Automate Prompt Optimization and Logging for OpenClaw
Social•Feb 12, 2026

Automate Prompt Optimization and Logging for OpenClaw

A couple of the biggest unlocks for OpenClaw: > Find prompting best practices for the specific model you use. Load that into a .md file and have your OC reference the best practices. Then schedule a cron to review all your...

By Matthew Berman
This Is Actually Broken for My Life
Video•Feb 12, 2026

This Is Actually Broken for My Life

The video showcases a hands‑on demonstration of building a personal Customer Relationship Management (CRM) system using OpenClaw. By configuring an hourly bot, the creator automatically downloads emails and calendar entries, extracts relevant contacts, and stores them in a locally hosted...

By Matthew Berman
OpenClaw + GPT5.3 + Opus 4.6 Supercharges Productivity
Social•Feb 11, 2026

OpenClaw + GPT5.3 + Opus 4.6 Supercharges Productivity

I'm one of the most advanced users of OpenClaw. OpenClaw + GPT5.3 Codex + Opus 4.6 has been the trifecta that changed everything. I made a video going over everything I'm doing with these tools. Learn these tools, stay ahead. Watch this...

By Matthew Berman
AGI Is an End‑to‑end Self‑improving Process, Not
Social•Jan 1, 2026

AGI Is an End‑to‑end Self‑improving Process, Not

AGI isn’t a model. It’s all about the end to end process. From pre training, to training, to RL, to scaffolding. The self/improving system is AGI.

By Matthew Berman
Google Expands Beyond Transformers with Diffusion Language Model
Social•Dec 31, 2025

Google Expands Beyond Transformers with Diffusion Language Model

Pretty obvious looking back. Google is betting on multiple architectures, not just transformers. This was when Google announced a diffusion-based language model.

By Matthew Berman
Cutting‑edge LLM Handles Vast Range of Tasks
Social•Dec 28, 2025

Cutting‑edge LLM Handles Vast Range of Tasks

"State of the art LLM" is doing a LOT of work in this chart https://t.co/G63vslf0zd

By Matthew Berman
Personal Voice Trumps AI: Writing Remains Human‑Only
Social•Dec 26, 2025

Personal Voice Trumps AI: Writing Remains Human‑Only

I’ve stopped using AI to write things for me. Conveying my thoughts accurately is too important.

By Matthew Berman
Groq Chip Memory Accelerates AI, Redefining Cloud Competition
Social•Dec 25, 2025

Groq Chip Memory Accelerates AI, Redefining Cloud Competition

Good time to repost my interview with @JonathanRoss321 from April 2024. 0:00 - Intro 0:38 - Founding Story 3:20 - Groq Chip Memory 6:24 - Chips vs. Cloud 9:28 - Future of AI 11:04 - Where is the Value in AI? 13:45 - Agents & Inference...

By Matthew Berman
Nvidia Sells Chips; Groq Sells Inference—Different Playbooks
Social•Dec 25, 2025

Nvidia Sells Chips; Groq Sells Inference—Different Playbooks

.@Nvidia sells chips, not inference. @GroqInc sells inference, not chips. Will be interesting to see how this strategy plays out.

By Matthew Berman
Debating NVIDIA's Chip Sales to China Amid Tensions
Social•Dec 23, 2025

Debating NVIDIA's Chip Sales to China Amid Tensions

Should NVIDIA sell chips to CHINA?

By Matthew Berman
Model Speed Hinges on Infrastructure, Not Just Algorithms
Social•Dec 22, 2025

Model Speed Hinges on Infrastructure, Not Just Algorithms

"Google looks because it has massive infrastructure and fewer users" SemiAnalysis president says model speed is important but it's more complicated than we think.

By Matthew Berman
👾 Universal Basic Income Focuses on Stability Not Replacing Work
Blog•Dec 19, 2025

👾 Universal Basic Income Focuses on Stability Not Replacing Work

The article argues that universal basic income (UBI) is a stability floor, not a plan to replace work, especially as AI accelerates job insecurity. It cites forecasts that 22% of jobs could be disrupted by 2030 and that up to...

By Matthew Berman
🧑‍🚀 UBI in the AI Age, U.S. Tech Dominance, & NVIDIA's Nemotron
Blog•Dec 16, 2025

🧑‍🚀 UBI in the AI Age, U.S. Tech Dominance, & NVIDIA's Nemotron

Today NVIDIA unveiled the Nemotron 3 family of open AI models, featuring a hybrid mixture‑of‑experts design that promises higher throughput and lower inference costs, with the Nano version already available and larger variants slated for 2026. The company also signaled a...

By Matthew Berman
Forward Future Live | 12/12/2025
Video•Dec 12, 2025

Forward Future Live | 12/12/2025

The Forward Future Live episode on December 12, 2025 opened with hosts Matt Berman and Nick Wentz framing the week’s biggest tech headlines, most notably Time Magazine’s designation of “the architects of AI” as Person of the Year. The...

By Matthew Berman
🧑‍🚀 Hinton's Warning, Jensen on Rogan, & Meta’s Wearables Push
Blog•Dec 8, 2025

🧑‍🚀 Hinton's Warning, Jensen on Rogan, & Meta’s Wearables Push

Meta announced the acquisition of Limitless, a pendant‑maker, to strengthen its AI‑enabled wearables division within Reality Labs. Google unveiled Gemini 3 Pro, a multimodal model delivering record performance in vision and spatial reasoning, while Sensor Tower reported Gemini’s user growth outpacing ChatGPT’s...

By Matthew Berman
Intel Secures Nearly $16B in New Capital From NVIDIA, SoftBank and U.S. Government
Deals•Oct 27, 2025

Intel Secures Nearly $16B in New Capital From NVIDIA, SoftBank and U.S. Government

Intel received nearly $16 billion in new capital comprising $5B from NVIDIA, $2B from SoftBank and an $8.9B investment from the U.S. government for a 10% stake, disclosed alongside its Q3 2025 results. The financing accompanies a return to profitability...

Matthew Berman
Fal.ai Closes $1.5B Series C, Valued at $4B+
Deals•Oct 23, 2025

Fal.ai Closes $1.5B Series C, Valued at $4B+

Multimodal AI platform Fal.ai closed a $1.5B Series C round that pushed its valuation above $4 billion. The company serves over 2 million developers building with images, video, audio, and 3D models.

Matthew Berman
Redwood Materials Raises $350M to Scale Battery Recycling
Deals•Oct 23, 2025

Redwood Materials Raises $350M to Scale Battery Recycling

Redwood Materials raised $350 million in a growth-stage funding round led by Eclipse Ventures with participation from NVIDIA to expand battery recycling and critical materials recovery operations. The capital will support scaling of energy storage recycling capacity amid rising demand...

Matthew Berman
Meta and Blue Owl Seal $30B Private Financing for Louisiana AI Data Center
Deals•Oct 20, 2025

Meta and Blue Owl Seal $30B Private Financing for Louisiana AI Data Center

Meta partnered with Blue Owl in a record $30 billion private financing via an SPV to fund a Louisiana data center project that secures roughly 5 GW of capacity for AI infrastructure while keeping obligations off Meta’s balance sheet.

Matthew Berman
OpenEvidence Raises $200M at $6B Valuation for AI Medical Assistant
Deals•Oct 20, 2025

OpenEvidence Raises $200M at $6B Valuation for AI Medical Assistant

OpenEvidence, the ‘ChatGPT for doctors’, raised $200M in a growth-stage funding round that values the company at $6B. The round comes three months after a prior raise and follows rapid user growth to 15M monthly consults.

Matthew Berman
General Intuition Raises $134M Seed Round to Advance AGI Research
Deals•Oct 17, 2025

General Intuition Raises $134M Seed Round to Advance AGI Research

General Intuition, a startup spun out of Medal focused on training agents via video-game clips for spatial-temporal reasoning, raised $134M in a seed round to accelerate AGI-related research and agent capabilities. The funding will support training on large-scale game clip...

Matthew Berman
NVIDIA, Microsoft, xAI and BlackRock to Acquire Aligned Data Centers for $40B
Deals•Oct 16, 2025

NVIDIA, Microsoft, xAI and BlackRock to Acquire Aligned Data Centers for $40B

NVIDIA, Microsoft, xAI and BlackRock are acquiring Aligned Data Centers in a $40B deal to scale AI-focused data center capacity; Aligned operates 50 campuses with 5 GW planned capacity. The transaction is part of the AI Infrastructure Partnership and is...

Matthew Berman
SoftBank Acquires ABB
Deals•Oct 9, 2025

SoftBank Acquires ABB

SoftBank has acquired ABB, according to the article highlighting the deal among tech and energy headlines. The purchase aims to expand SoftBank's industrial and robotics footprint (article does not disclose financial terms).

Matthew Berman
Periodic Labs Raises $300M in Growth-Stage Funding
Deals•Oct 2, 2025

Periodic Labs Raises $300M in Growth-Stage Funding

Periodic Labs secured $300M in a growth-stage funding round reported in the article. The raise was highlighted among AI and tooling news in the October 2, 2025 briefing.

Matthew Berman
Periodic Labs Raises $300M to Pursue AI-Driven Scientific Discovery
Deals•Oct 1, 2025

Periodic Labs Raises $300M to Pursue AI-Driven Scientific Discovery

Periodic Labs, a new AI startup founded by ChatGPT co-creator Liam Fedus and former DeepMind researcher Ekin Doğuş Çubuk, has attracted over 20 researchers from major labs and secured $300 million in funding to focus on AI-driven scientific and physical-science...

Matthew Berman
AI Billing Startup Paid Raises $21M to Monetize Enterprise AI Agents
Deals•Sep 30, 2025

AI Billing Startup Paid Raises $21M to Monetize Enterprise AI Agents

Paid, an AI billing startup helping companies monetize AI agents and move away from seat-based pricing, secured $21 million in a funding round to scale its solution for enterprises.

Matthew Berman
Databricks Makes $100M Strategic Investment in OpenAI
Deals•Sep 26, 2025

Databricks Makes $100M Strategic Investment in OpenAI

Databricks has committed $100 million to OpenAI in a corporate strategic investment, reinforcing a partnership between the analytics platform and the AI research company. The deal underscores continued industry support for OpenAI's AI development and enterprise deployments.

Matthew Berman
Oracle Plans $15B Bond Sale to Fund AI Cloud Expansion
Deals•Sep 25, 2025

Oracle Plans $15B Bond Sale to Fund AI Cloud Expansion

Oracle is planning a $15 billion bond sale following major AI compute deals with OpenAI and Meta to fund aggressive investment in its cloud infrastructure to support growing AI demand.

Matthew Berman
NVIDIA Commits up to $100B to OpenAI to Facilitate Chip Purchases
Deals•Sep 24, 2025

NVIDIA Commits up to $100B to OpenAI to Facilitate Chip Purchases

NVIDIA has committed up to $100 billion to OpenAI in a strategic corporate investment/commitment structured to facilitate the purchase of as many as 5 million NVIDIA AI chips, deepening ties between the firms and other partners like Microsoft.

Matthew Berman
Salesforce Acquired RelateIQ for $390M (as Noted in Author Bio)
Deals•Jan 1, 2016

Salesforce Acquired RelateIQ for $390M (as Noted in Author Bio)

The article notes that RelateIQ was acquired by Salesforce for $390 million (mentioned as occurring in 2016) as background on the author's prior company.

Matthew Berman

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