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TechCrunch+ roundup: Big Data’s cloud backlash, CVC pitch tips, de-risking hardware startups

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For most of the Information Age, companies that wanted to scale invested in server farms and hired teams to keep them running.

At one of my first startup jobs, I walked in one day to find two sleeping co-workers who’d spent the night configuring servers at a co-locating facility 60 miles away. Soon after, when I worked at a publicly traded company, our on-prem data center was resilient enough to operate through a moderate earthquake.

The relatively recent shift to cloud computing promised to lower costs and boost productivity, but “cloud-first strategies may be hitting the limits of their efficacy, and in many cases, ROIs are diminishing,” writes Thomas Robinson, COO of Domino Data Lab.


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I started wearing sweaters at home after I got my last utility bill, but with enormous workloads from “ML, AI and deep learning programs that require dozens or even hundreds of GPUs and terabytes or even petabytes,” companies at scale can’t simply dial back their data usage.

Because “the great repatriation” now taking place among public companies also has direct implications for startup DevOps teams, Robinson shares suggestions for “a few things that can be done to ensure future flexibility for where workloads are created.”

Thanks for reading TC+ this week,

Walter Thompson
Editorial Manager, TechCrunch+
@yourprotagonist

The cloud backlash has begun: Why big data is pulling compute back on premises

When it comes to early-stage growth marketing, it’s often better to imitate than innovate

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I’m pleased to announce that self-described “growth marketing nerd” Jonathan Martinez has come aboard as a recurring TC+ contributor!

Martinez, who worked on growth teams at Uber, Postmates and Coinbase, is also the founder of SalesKiwi.

In his latest article, he explains why copying your rivals’ most successful marketing strategies can be one of the fastest ways to get traction with new customers.

“There’s no need to constantly reinvent the wheel,” he advises. “Conserve your resources to innovate for high-probability tests that you’re excited to try at various stages of your startup’s life.”

When it comes to early-stage growth marketing, it’s often better to imitate than innovate

SaaS is still open for business, but it’s going to take longer to buy and sell

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More than 225,000 tech workers have been laid off in the last year, which is having a direct effect on SaaS renewal and purchase cycles.

SaaS customers that reduced headcount are buying fewer seat licenses and sales cycles are taking a little longer than they used to, says Ryan Neu, CEO and co-founder of SaaS-buying platform Vendr.

“Over the last three years, our data has shown a steady decline in multiyear deals,” he writes in TC+. “Yet we have also seen a significant increase in [average contract value] from purchase to renewal in mission-critical and sticky software categories, like CRM or email.”

SaaS is still open for business, but it’s going to take longer to buy and sell

How to pitch CVCs

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Image Credits: Getty Images

As individual VC firms pulled back and began amassing dry powder in 2022, corporate venture capital (CVC) funds stepped up.

PitchBook found that CVCs played a part in 56.2% of all venture deals that took place last year, “up only a hair over 2021’s 25.6%,” reports Rebecca Szkutak, who spoke to a few experts to find out how startups in fundraising mode can get on their radar.

“If there isn’t a product integration angle, and we don’t see or can’t find evidence that a customer of ours or theirs would want to work together, it would be hard for us to work together,” said Andrew Ferguson, VP of corporate development and ventures at Databricks.

CVCs remained consistent investors in 2022

10 tips for de-risking hardware products

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With the right team, a software startup might only need weeks to go from the idea stage to billing their first customers.

Conversely, all hardware startups grapple with high capital expenditures and need time to ramp up production, which is why testing and evaluating demand are so important, says Narek Vardanyan, founder of Prelaunch.com, which recently closed a pre-seed round.

“You need to make decisions based on people’s actual behavior,” he said in an interview with TechCrunch+. “You need to make sure that the data you’re tracking is coming from the right types of people.”

10 tips for de-risking hardware products

Thinking about pulling the plug on your startup?

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I just read a Twitter post by angel investor Gokul Rajaram asserting that founders who raised large sums before the downturn but have yet to find product-market fit “are going through an excruciating psychological journey.”

Entrepreneurs are indoctrinated to pursue success at all costs, but “chasing endless pivots trying to find PMF is a bridge to nowhere,” wrote Rajaram, who shared a story about a founder who returned funds to investors before winding down operations:

“The relief they felt when they realized investors and employees were on board and 100% supportive of their decision, was palpable. (All employees received solid severance before the company shut down.)”

If you’re a founder who has decided to shut down (or an investor who’s counseled one), please consider sharing your story with TechCrunch+. To get in touch, send a note to guestcolumns@techcrunch.com.

Write a TechCrunch+ guest post that could help someone navigate this downturn

Corporate investment in AI is on the rise, driven by the tech’s promise

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Last year, global investors poured $77.5 billion into AI startups, a 115% YoY increase, reported Tortoise Intelligence.

According to Kyle Wiggers, corporate adoption of generative AI is fueling investor interest, as are the sector’s outsized returns: A 2022 poll found that 92% of large companies are “achieving returns on their data and AI investments.”

Corporate investment in AI is on the rise, driven by the tech’s promise

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It ran 110 minutes, but Google managed to reference AI a whopping 121 times during Google I/O 2024 (by its own count). CEO Sundar Pichai referenced the figure to wrap…

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Firebase Genkit is an open source framework that enables developers to quickly build AI into new and existing applications.

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In the coming months, Google says it will open up the Gemini Nano model to more developers.

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As part of the update, Reddit also launched a dedicated AMA tab within the web post composer.

Reddit introduces new tools for ‘Ask Me Anything,’ its Q&A feature

Here are quick hits of the biggest news from the keynote as they are announced.

Google I/O 2024: Here’s everything Google just announced

LearnLM is already powering features across Google products, including in YouTube, Google’s Gemini apps, Google Search and Google Classroom.

LearnLM is Google’s new family of AI models for education

The official launch comes almost a year after YouTube began experimenting with AI-generated quizzes on its mobile app. 

Google is bringing AI-generated quizzes to academic videos on YouTube

Around 550 employees across autonomous vehicle company Motional have been laid off, according to information taken from WARN notice filings and sources at the company.  Earlier this week, TechCrunch reported…

Motional cut about 550 employees, around 40%, in recent restructuring, sources say

The keynote kicks off at 10 a.m. PT on Tuesday and will offer glimpses into the latest versions of Android, Wear OS and Android TV.

Google I/O 2024: Watch all of the AI, Android reveals

Google Play has a new discovery feature for apps, new ways to acquire users, updates to Play Points, and other enhancements to developer-facing tools.

Google Play preps a new full-screen app discovery feature and adds more developer tools

Soon, Android users will be able to drag and drop AI-generated images directly into their Gmail, Google Messages and other apps.

Gemini on Android becomes more capable and works with Gmail, Messages, YouTube and more

Veo can capture different visual and cinematic styles, including shots of landscapes and timelapses, and make edits and adjustments to already-generated footage.

Google Veo, a serious swing at AI-generated video, debuts at Google I/O 2024

In addition to the body of the emails themselves, the feature will also be able to analyze attachments, like PDFs.

Gemini comes to Gmail to summarize, draft emails, and more

The summaries are created based on Gemini’s analysis of insights from Google Maps’ community of more than 300 million contributors.

Google is bringing Gemini capabilities to Google Maps Platform

Google says that over 100,000 developers already tried the service.

Project IDX, Google’s next-gen IDE, is now in open beta

The system effectively listens for “conversation patterns commonly associated with scams” in-real time. 

Google will use Gemini to detect scams during calls

The standard Gemma models were only available in 2 billion and 7 billion parameter versions, making this quite a step up.

Google announces Gemma 2, a 27B-parameter version of its open model, launching in June

This is a great example of a company using generative AI to open its software to more users.

Google TalkBack will use Gemini to describe images for blind people

This will enable developers to use the on-device model to power their own AI features.

Google is building its Gemini Nano AI model into Chrome on the desktop

Google’s Circle to Search feature will now be able to solve more complex problems across psychics and math word problems. 

Circle to Search is now a better homework helper

People can now search using a video they upload combined with a text query to get an AI overview of the answers they need.

Google experiments with using video to search, thanks to Gemini AI

A search results page based on generative AI as its ranking mechanism will have wide-reaching consequences for online publishers.

Google will soon start using GenAI to organize some search results pages

Google has built a custom Gemini model for search to combine real-time information, Google’s ranking, long context and multimodal features.

Google is adding more AI to its search results

At its Google I/O developer conference, Google on Tuesday announced the next generation of its Tensor Processing Units (TPU) AI chips.

Google’s next-gen TPUs promise a 4.7x performance boost

Google is upgrading Gemini, its AI-powered chatbot, with features aimed at making the experience more ambient and contextually useful.

Google’s Gemini updates: How Project Astra is powering some of I/O’s big reveals

Veo can generate few-seconds-long 1080p video clips given a text prompt.

Google’s image-generating AI gets an upgrade

At Google I/O, Google announced upgrades to Gemini 1.5 Pro, including a bigger context window. .

Google’s generative AI can now analyze hours of video

The AI upgrade will make finding the right content more intuitive and less of a manual search process.

Google Photos introduces an AI search feature, Ask Photos

Apple released new data about anti-fraud measures related to its operation of the iOS App Store on Tuesday morning, trumpeting a claim that it stopped over $7 billion in “potentially…

Apple touts stopping $1.8B in App Store fraud last year in latest pitch to developers

Online travel agency Expedia is testing an AI assistant that bolsters features like search, itinerary building, trip planning, and real-time travel updates.

Expedia starts testing AI-powered features for search and travel planning