Signal by Nova

The Nova Talent Density report is live — and the results surprised us. The top companies in Spain and Italy aren't always the ones with the biggest names. Data doesn't care about brand.

This week: Anthropic drops Fable 5.1, OpenAI follows with Astra — and both are generating serious AGI conversation. OpenAI agents reportedly escaped their research sandbox and started coordinating with each other outside the guardrails. The EU is now watermarking AI-generated content. And Mira Murati's new lab is raising at a $40B valuation on $100M in revenue.

Also covered: Mistral raises $3B, Instinct closes $350M, Google launches a Canva competitor, and an open-source tool called Orca lets you run Claude and Codex without API costs.

📍 Try the Talent Density tool: https://www.novarecruiter.ai/solutions/talent-density/
🎙️ Signal is Nova's weekly show on AI, future of work, and technology.

Subscribe for a new episode every week.

This week on Signal, Nova's weekly show on the future of work, AI, and tech, Ramón and Andrea are back from summer — six weeks off, and enough news to fill a month. In this episode:

▸ Nova launches Talent Density: a ranking of the most talent-dense companies in Spain, Italy, Germany, and Sweden — built on public data, no self-reporting
▸ Salesforce hires 2,000 salespeople, pauses AI engineering, and bets its future on Claude as the interface layer
▸ Background agents are about to go from 50% of AI inference to 90% — and it changes everything about chips and infrastructure
▸ A study shows a 47% drop in neural connectivity among heavy ChatGPT users — your brain outsources what it doesn't need
▸ Cursor hits $1B ARR with 40 engineers, and solo founders are reaching $2B — what does headcount even mean now?
▸ Happy Robot becomes a unicorn at $1.2B, with a Nova founder at the helm; Lovable raises at $13B; Anthropic eyes a $2T IPO

🎙 New episodes every week. #FutureOfWork #AI #TalentDensity #Hiring #Podcast

The weekly filter on tech, AI and the future of work.

Every week, Nova's founders and members cut through the noise so you can stay on top of what matters in tech, AI and the future of work, before it reaches your feed. No scripts, no filters: just real insight from the people shaping their sectors.

In Episode 15, Nova's co-founders Ramón and Andrea sit down with Toni Rosinol, co-founder of StackAI, for a conversation about building a company over 3 years and the journey to its acquisition by Asana.

Topics covered: how StackAI went from a horizontal, viral no-code platform to a focused enterprise play for regulated industries like finance. Why distribution became a key factor in StackAI's next phase of growth, and why Asana stood out: not just for its reach, but for its shared vision for the future of enterprise AI.

Why Toni and his co-founder were thoughtful about finding the right long-term partner, and how that changed the negotiation. The one condition they set before agreeing to the deal: keep the team, the product and the culture intact. Why the AI talent bar just moved from "one great engineer replaces 10 average ones" to "one great engineer replaces 100." Toni's blunt read on where the real AI moat is heading (hint: not the model). Apple's new lawsuit against OpenAI over trade secrets and poached staff. GPT-5.6's launch and what it means for pricing pressure across the industry. And Toni's answer to the question every founder in Spain gets asked: build in Europe, or leave?

This week on Signal, Nova's weekly show on the future of work, AI, and tech, Ramón and Andrea skip the guest for a news catch-up after a Nova offsite — covering two weeks of AI, funding, and future-of-work headlines.
In this episode:
- Bending Spoons' $25B Nasdaq IPO — the biggest tech listing in Italian history
- OpenAI offers the US government a 5% stake, and the debate over states owning AI companies
- The equity negotiation that turned one ARR milestone into a stake worth hundreds of millions
- Entry-level jobs are disappearing, and paying 20-35% less
- Nova House goes live in Madrid, with an AI for Founders dinner and a hackathon with Karumi
New episodes every week.
#FutureOfWork #AI #SoftwareEngineering #Hiring #Podcast

Two Spanish founders raised $30M from Andreessen Horowitz — and announced it 24 hours before recording this episode. Josep Mingot and Xavier de Gracia, co-founders of Prosper AI, join Ramón to talk about building the AI workforce for healthcare operations: voice agents that handle scheduling, billing, and insurance calls for hospitals and medical practices, 40–50% MoM growth, and the fundraising playbook that landed a16z.

Pablo Omeñaca left a YC-backed company right after a $75M acquisition — not to rest, but to build again. This week on Signal, he joins Ramón and Andrea to talk about Karumi: an AI agent that demos your software product live, on a video call, in any language, 24/7.We cover PMF signals, building moats in the AI application layer, the YC principle every founder should internalize, and what the Claude 5 ban tells us about Europe's AI vulnerability. Plus: why Pablo flew to Africa to put LLMs on laptops for kids with no internet.There's nothing more important in your professional career than your connections. At Nova we know this and help our members connect with the best in every industry. We've built the professional network that helps you grow. If you want to know how to join Nova, find the link here: https://www.novatalent.com

How much qualified talent applies to the positions you post? The average is 2–3% according to LinkedIn. If you want the best to apply to your positions, post them on Nova — your HR team will thank you. Learn more ⬇️https://www.novatalent.com/hire-novas

This week on Signal, Nova's weekly show on the future of work, AI, and tech, Andrea and Ramón are back together to break down the biggest signals of the week, from bot traffic overtaking humans to a possible AI valuation crash. In this episode:

• Bot traffic has officially surpassed human traffic online for the first time, years ahead of schedule
• Scott Galloway's prediction of a 50 to 70% correction in AI company valuations
• Dario Amodei's thesis on a world with high GDP growth and high unemployment at the same time
• Nvidia's RTX Spark: the first AI-native chip for personal computers, and what it means for local agents
• GitHub reports 3x more code shipped in 5 months of 2026 than all of 2025
• Merakore's rise from $1M to $1B ARR in two years
• Ecosystem wins: Factorial's €150M raise, Bending Spoons' $20B NASDAQ IPO filing, and Stack AI's acquisition by Asana
• Nova 111 UK Gala recap and first day at Nova House in Madrid

🎙 New episodes every week. #FutureOfWork #AI #Tech #Startups #Podcast

This week on Signal, Nova's weekly show on the future of work, AI, and tech, we sit down with Javier Cuesta, founding partner at Bedford & Bailey to dig into what AI is really doing to recruiting and careers.

In this episode:

- Where AI already beats the average recruiter, and the trust layer it can't replace

- The Jevons paradox: why cheaper code means more engineers, not fewer

- The real state of the entry-level job market

- Salary transparency, and what the US already learned

- Nova House launches in Madrid

🎙 New episodes every week.

#FutureOfWork #AI #SoftwareEngineering #Hiring #Podcast

An AI just solved a geometric problem open for 70 years. SpaceX filed for a $1.75T IPO. Google's CEO named 2030 as his year for AGI. And inside Nova, the team went from a frontier model to one that costs 15 times less and performs 2.5x better on AI shortlisting.

This week Ramon sits down with Christian, CPO at Nova, and Jesus, Head of AI at Nova, to cover what's shipping at Nova and what shaped the week across AI, tech, and the future of work.

This week's news

- GPT cracks the Erdos geometry problem, open and unsolved for 70 years

- SpaceX files for a $1.75T IPO, selling roughly 4% of shares

- Google I/O: 7x more tokens processed year-on-year, CEO says AGI by 2030

- EU Pay Transparency directive goes live next week, enforcement still pending in most countries

- Micron and AMD up 6x in 2 months as agents drive unexpected demand for CPU and RAM over GPU

- XAI and Cursor: why Grok needs a platform, not just a better model

Timeless takeaways

- How Nova went from a frontier model to one that's 15x cheaper and 2.5x more accurate on shortlisting, using eval datasets and LLM-as-a-judge

- Fine-tuning vs. prompting in 2026: when each makes sense and why most teams are still prompting

- How Nova's product team now ships full projects end-to-end, from data pipelines to the website, without handing off to engineering

- The "Become an AI Recruiter" course: how Christian built it solo with AI and one LinkedIn post hit 1,400 comments the day after

- IC vs. manager: why the best career move in 2026 is staying in the field, not climbing above it

- Claude Code: why the desktop app is the better onboarding path for non-technical teams

The episode closes with a sharp conversation on the IC vs. manager shift, why mid-management built on information relay is quietly being replaced, and what the actual future of knowledge work looks like.

Signal is hosted by Ramon Rodriganez and Andrea Marino, co-founders of Nova. New episode every week.

#Signal #AINews #FutureOfWork #Nova

Everyone is watching Anthropic vs. OpenAI. Meanwhile, in the labs, robots are being built that will reshape the economy in ways that make the current AI debate look small.Matthias, Nova 111 UK Supernova and Harvard PhD researcher, joined Ramón and Andrea to talk about the real frontier of AI — the physical world. From exoskeletons helping people with Parkinson's walk, to humanoid robots promising to replace entire industries, the conversation cuts through the hype to what actually matters: when robotics truly unlocks at scale, the blue collar shock will make today's white collar AI disruption look manageable. If a robot costs less than a human, there's no debate — companies will hire the robot. That's not pessimism. That's math.We also got into Europe vs. the US: why the continent's best engineering talent keeps ending up at Harvard, MIT, and ETH Zurich before crossing the Atlantic for good. The schools are world-class. The pay isn't. The ecosystem doesn't pull. And that's a structural problem Europe hasn't solved — and is running out of time to fix.On the news side: Google's Gemini quietly taking over classified Pentagon work, OpenAI removing its safety handover clause from its founding charter, China becoming the first government to legally protect workers from AI-driven layoffs, the Oscars banning AI actors and AI-written scripts, Sam Altman pitching OpenAI as the Stripe of intelligence, and Stripe launching wallets so agents can spend your money — while 47% of internet traffic is already bots.The best connections in your career aren't a matter of chance. Nova is the merit-based professional network where you'll find the greatest talent. Want to be a part of it? Link here 👉 https://www.novatalent.com/top-talent?utm_source=spotify&utm_medium=social&utm_campaign=signal-ep08&utm_content=bio-linkLooking to hire top talent? Nova Recruiter is the world's most advanced tool to find and engage qualified talent. Search in a +800M public profile database with merit-based filters, multi-channel sequencing and AI agents that automate your work E2E and save up to 98% of the sourcing time (~22h / process). Try it for free 👉 https://www.novatalent.com/nova-recruiter?utm_source=spotify&utm_medium=social&utm_campaign=signal-ep08&utm_content=bio-link