Requests for Startups: Fall 2026 Edition
Investors spent H1 2026 heavily on agents, cyber, enterprise AI and defence. This data-backed Fall 2026 wishlist looks beyond crowded categories to ten problems founders should solve next
Weekly Firgun Newsletter – July 17 2026
I spent just over 48 hours in Israel this week and left feeling optimistic. Away from the headlines, founders are building, investors are backing them, and Bank of America this week ranked Israel among the world's leading AI hubs. In this edition: why tokenmaxxing is the wrong metric, the biggest AI stories, funding rounds, exits and the wins worth celebrating across our "small" community.
Tokenmaxxing Was the Wrong Metric
Silicon Valley treated rising token consumption as proof of AI adoption. But tokens are an input cost, not a measure of value. As companies turn to cheaper Chinese models and Mira Murati launches Inkling, the market is shifting from tokenmaxxing to a better metric: the cost of producing a successful outcome.
The AI Shovel Paradox: Why Israel’s AI Future Lies in Software and Silicon, Not Server Farms
Israel won’t win the AI race by building the biggest data centres. New research from Bank of America shows why the country’s long-term advantage lies in talent, silicon and software, not physical infrastructure.
Weekly Firgun Newsletter – July 10 2026
Did you know that H1 2026 produced more Israeli unicorns than any other FULL year before? Also, what are the 5 areas most attractive for AI infrastructure according to Bessemer? and what is the hottest new AI category according to Benchmark?
The Task Economy: Why AI’s Next Big Market May Be Human Work, Not Tokens
The first wave of AI was measured in tokens. The next wave may be measured in tasks: expert judgment, workflow completion, labelled data, compliance, payouts and human-in-the-loop quality control. For Israeli founders, this is not just another freelance marketplace. It is a new AI supply chain.
Every Founder Eventually Looks for the Exit Sign
For venture-backed startups, the path usually ends in one of three ways: IPO, acquisition or shutdown. But most acquisitions are not simple “success stories” or “failures.” They are a mix of timing, strategic fit, market consolidation, talent, leverage and preparation.
Weekly FIRGUN Newsletter – July 3 2026
Global venture funding hit a record $510 billion in H1, and Israeli startups raised $8.4 billion in this period. Don't miss this Special 4th of July edition!
What Israel Can Learn From Asia’s Innovation Playbook
Japan, Korea, Taiwan and Singapore show that the next phase of innovation is not just about producing startups. It is about turning startups, talent, infrastructure and national strategy into durable technological advantage.
What Israeli Founders Need to Know About Raising in H2 2026
The honest state of early-stage funding: Data-driven signals from 128 tracked rounds in H1 2026
Diligence Before Data
What pre-seed investors look for when there are no metrics yet
Israel’s $30B AI Sovereignty Bet
The government wants 100,000 GPUs, sovereign AI infrastructure and national strength in Cyber AI, Physical AI and deepfake defense. The opportunity for startups is in the layers Israel can actually win.