>>> Premier Foods in talks with Nissin Foods over potential sale of Batchelors b

Premier Foods in talks with Nissin Foods over potential sale of Batchelors brand; Credit Suisse advising Premier, UBS advising Nissin

Premier Foods [LON:PFD], a UK-based food company, is in discussions with its largest shareholder Nissin Foods[TYO:2897] about a possible sale of its Batchelors brand to the Japanese food company, The Sunday Times reported.
The newspaper cited a source close to the situation who said Premier Foods shareholders would support a sale of the soup and noodles brand but added that Premier chief executive Gavin Darby is not in a hurry to sell as doing so would leave the way clear for Premier to be broken up.
\It is thought that the possible disposal is a result of a review of strategic options conducted for Premier by Credit Suisse, the article said. The investment bank UBS is advising Nissin, according to the report.
The item noted talk that Batchelors has a valuation exceeding GBP 200m (EUR 225m).
Premier rejected a GBP 537m takeover offer from the Baltimore, Maryland-based spices company McCormick& Company, Inc. [NYSE:MKC] in 2016.
As previously reported, Premier warned on profits in January 2017, which prompted the activist hedge fund Paulson & Co to call for the board to begin a sale process for the company.
The item also noted activist investor Oasis Management has built a stake in Premier and secured a seat on the company’s board in March.
Paulson & Co, which holds a 2% stake in Premier, and Oasis, holder of a 9% stake, refused to comment on disposal plans, the report said.
Nissin holds a 20% stake in Premier, according to the newspaper.
Premier Foods's debt stands at GBP 535m, the article said. The company's pension funds are in deficit by GBP 421m, according to the report.
Premier Foods’ market capitalisation stood at GBP 347m at the close of trading in London on Friday, 12 January.
Background:
Premier Foods’ board faced criticism from another shareholder, Cape Wrath Capital, in July last year. Cape Wrath said Premier’s board did not have the requisite “skill set” to ensure shareholder returns, the Financial Times reported on 11 July 2017.
Cape wrath also accused the Premier Foods board of not acting in shareholders’ best interests in its rejection of McCormick’s 65p per share final offer in 2016 and urged the board to begin a sale process.

Barron’s: Vivendi Looks Cheap in Light of Spotify’s Valuation



From: LAURENT CHEKROUN (MAKOR SECURITIES LO) At: 01/13/18 09:15:10
Subject: Barron’s: Vivendi Looks Cheap in Light of Spotify’s Valuation
Vivendi Looks Cheap in Light of Spotify’s Valuation

ByJack Hough January 13, 2018
Vivendi Looks Cheap in Light of Spotify’s Valuation

The spotlight is on Spotify, a London-based music-streaming service that’s planning an unusual debut on the New York Stock Exchange. But savvy investors should look to Paris, home of Vivendi, a holding company for media businesses.


That’s because the popularity of Spotify, and streaming in general, is making music rights more valuable. Vivendi’s biggest moneymaker, Universal Music Group, is the world’s top rights-holder for music, representing acts such as the Beatles, Katy Perry, and Kanye West.

The economics of owning rights and charging royalties are, unsurprisingly, more favorable than those of paying royalties and collecting subscriptions. Spotify loses money for now. Universal is quite profitable. Spotify is reportedly planning to list its shares for public trading as soon as March, bypassing investment banks and the costly process that companies typically go through to raise money.


If Spotify, which isn’t yet profitable, will soon be worth $20 billion, as some investors predict, Universal should be valued at more than $40 billion, argues JPMorgan analyst Daniel Kerven in a recent report.

What’s remarkable about that estimate is that Vivendi (ticker: VIV.France) recently had a stock market value of 30.3 billion euros, or $36.9 billion.

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“You pay for Universal Music, and you get everything else for free,” says David Marcus, whose Evermore Global Value fund (EVGBX) ranks among the top one-fifth of peers for five-year performance, according to Morningstar, and counts Vivendi as a top-five holding.

Marcus says he viewed Vivendi as a value trap for years, but warmed to it after 2012, when French industrialist Vincent Bolloré sold TV assets to Vivendi in exchange for shares, which he kept.


Vivendi Looks Cheap in Light of Spotify’s Valuation
BOLLORÉ IS PERHAPS NOT as well-known in the U.S. as he should be. Over the past 20 years, his Bolloré SA (BOL.France) has multiplied investors’ money 22 times, compared with six times for Warren Buffett’s Berkshire Hathaway (BRK.A). Today, Vincent Bolloré controls Vivendi via a minority stake and a French law that gives long-term investors enhanced voting power. “He has brought rational thinking to Vivendi,” says Marcus.

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He has also brought controversy. Under Bolloré, Vivendi sold assets, including telecoms in France, Morocco, and Brazil, and videogame company Activision Blizzard (ATVI). It invested some of the proceeds in Telecom Italia (TIT.Italy); videogame concerns Gameloft and Ubisoft Entertainment (UBI.France); and Havas, an advertising outfit. Analysts call Bolloré SA one of the most complicated business structures they’ve seen, designed to protect family control. Children of Vincent Bolloré run key businesses.

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The Havas deal raised eyebrows, because Vincent Bolloré was its chairman at the time, meaning he was, in a sense, both seller and buyer. And why does Vivendi need an advertiser? Bolloré says Havas can help monetize the company’s intellectual property in marketing campaigns; beyond music, Vivendi owns Canal+ Group, a film and television studio whose characters include Paddington Bear. Time will tell. In the near term, the opportunity at Vivendi could be large enough to make ignoring some of the warts worthwhile.

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In a typical music subscription costing $10 a month, $5 to $6 goes to the record label, which pays $1 to $2 to the artist; $3 to $3.50 goes to the retailer, like Spotify or streamin g services from Apple (AAPL) and Amazon.com (AMZN); and $1 to $1.50 goes to the publisher, who pays 50 cents to $1 to the songwriter. Universal controls 20% of publishing, second only to Sony (SNE), and 33% of recorded music, ahead of Sony and Time Warner (TWX).

Vivendi Looks Cheap in Light of Spotify’s Valuation
SPOTIFY HOPES TO BECOME profitable as its scale expands. It will have to compete with tech giants that might be willing to sacrifice margins to expand their digital ecosystems. Universal will benefit from worldwide competition for new streamers. This year, JPMorgan’s Kerven estimates, the division will bring in €5.95 billion in revenue and €868 million in earnings before interest, taxes, depreciation and amortization. In 10 years, he projects revenue of €13.4 billion and Ebitda of €3.89 billion. That’s more than triple the Ebitda all of Vivendi produced last year.

Valuing Vivendi is complicated because some of its assets produce little or no income. Its shares trade at 24 times the 2018 earnings consensus. Many analysts use a sum-of-the-parts analysis, rather than a price/earnings comparison in forming price targets.


JPM’s Kerven is a bit of an outlier, with a target of €42, implying 76% upside from a recent €23 and change. Evermore’s Marcus sees the stock moving “into the high €30s,” and says a Universal spinoff is a possibility, but he hopes Vivendi keeps it.

Three more points to consider: First, Universal collects more than one-third of its revenue in the U.S., and so benefits from the recent corporate tax cut. Second, last month the Copyright Royalty Board in the U.S. ruled Sirius XM Holdings (SIRI) must pay more in royalties; Universal gets a piece. Third, Vivendi stands to gain more than just investor focus on streaming economics when Spotify goes public. It owns a 5% stake.

The Bottom Line: Vivendi, with a hand in music, TV, and videogames, is valued at $37 billion. Its music holdings alone could be worth more than $40 billion, thanks to streaming.

>>> What to look at today - 15th of January 2018

Asian stocks built on the strong start to this year and headed for a fresh record high amid optimism in global growth. The yen advanced as traders continued to pile out of bets against the Japanese currency. Hong Kong’s benchmark is making a run at its record close since the global financial crisis, and Japanese equities were rising even in face of the yen’s appreciation. Softbank Group was leading the Nikkei 225 Stock Average, benefiting from speculation of a listing for its mobile unit. The yuan touched a two-year high after the People’s Bank of China raised the currency’s fixing to the highest since May 2016. WTI continues to trade above $64, and bitcoin slipped closer towards $13,000. U.S. markets are shut Monday for the Martin Luther King Jr. holiday after the S&P 500 Index closed on Friday at an all-time high.

Nikkei +0.26% Hang Seng +0.53% CSI +0.23% Shanghai -0.35% Shenzen -1.65%

Eur$ 1.2210 CN 6.4370 CN 6.4353 JPY 110.85 GBP 1.3739 CHF 0.9669 RUB 64.39 +0.14%

S&P +0.14% EuroStoxx +0.14% FTSE +0.08% DAX +0.20% SMI +0.16%

Macro :
- Goldman’s Hatzius Says EU Growth Limits Political Risk: Figaro
- CSA Reviewing Approach for Issuers W/U.S. Marijuana Activities
- Trump Briefing on Solar Tariffs Is Said to Be Postponed
- Bid to Collect Internet Sales Tax Gets U.S. High Court Review
- Buy Bitcoin, Ether, Ripple and Litecoin, Evercore ISI Says
- Stiglitz Sees Risks in U.S. Politics as Spending Deadline Nears

Keep an eye on :
- ABI BB : AB InBev Co-Controlling Holder Patrinvest Buys EU48m of Stock
- ABLX BB : closed -5.88% in New York $42.28 --> E34.66 -5.30% vs Europe Close
- ADS GY : Adidas Plans to Boost U.S. Market Share to 15-20%, BZ Reports
- ADP FP : ADP Paris Airports FY Traffic Rose 4.5% To 101.5m Passengers
- AIR FP : SpaceX Rocket Test Fire Rescheduled to Jan. 15: Florida Today
- AIR FP : Airbus May Pay EU70-80m Fine in Eurofighter Case: Sueddeutsche
- AIR FP : Airbus May Pay Taiwan EU104m in Arbitration of 1992 Accord
- AF FP : Air France-KLM Still Interested in Alitalia Sale Process: Sole
- AF FP : Air France-KLM Denies Having Made Offer to Take Over Alitalia
- AAPL US : Apple to Shift More Macbook Outsourcing to Foxconn: DigiTimes
- ARAMCO IPO : Aramco U.S. IPO Odds Strained by Trump’s Israel Moves: Height
- ATC NA : French Carriers to Spend EU3b on Mobile Masts: Junior Minister
- ATL IM : Atlantia Is Said in Talks for IRB Infra Road Assets: ET(Jan. 14)
- BAYN GY : Bayer, Mylan Dismiss Patent-Infringement Case Over Nexavar Drug
- BBVA SM : BBVA to Increase Number of Board Members to 15: Expansion
- EN FP : French Carriers to Spend EU3b on Mobile Masts: Junior Minister
- CLLN LN : Carillion to Take Steps to Enter Into Compulsory Liquidation
- FCA IM : FCA US Voluntarily Recalling Estimated 153,859 Minivans
- FCA IM : Fiat CEO Sees Room to Double Profit by 2022 on Global Jeep Push
- DIS US : Facebook COO Sandberg and Twitter CEO Dorsey to step down from Disney board due to potential conflicts of interest - press
- DIS US : Disney: ’Last Jedi’ Becomes No. 10 Global Release of All-Time
- GKN LN : Carlyle Is Said to Be Weighing Bid for GKN: Sunday Times
- HNAGRZ CH : HNA’s Tianjin Tianhai Says It Has No Plans to Sell Ingram Micro
- ILD FP : French Carriers to Spend EU3b on Mobile Masts: Junior Minister
- ISAT LN : Inmarsat Buyout May Make Sense, Maritime Concerns Overdone: RBC
- IWG LN : IWG poised to receive second takeover bid - FT
- LoW US : D.E. Shaw Is Said to Build Activist Stake in Retailer Lowe’s
- MS IM : Mediaset Could Take 20% in Tim, Canal Plus Joint Venture: Sole
- NEO FP : Neopost Rallies on Report Buyout Firms Looking at Pitney Bowes
- NEX FP : Nexans to Take 27.8% Stake in Vehicle-Charging Company IES
- ORA FP : French Carriers to Spend EU3b on Mobile Masts: Junior Minister
- PGHN SW : Partners Group Sell Its Remaining VAT Shares
- PMO LN : Premier in Talks to Sell Batchelors Brand to Nissin: S. Times
- ORS SM : Prisa, Creditors Near Agreement on Debt: EL Confidencial
- PUB FP : Nestle Is Said to Retender French Media-Buying Budget: Les Echos
- PUM GY : Puma could be potential takeover target of Anta Sports Products.
- RNO FP : Nissan’s Ghosn Says U.S. Tax Bill May Stabilize Car Sales: Fox
- RR/ LN : Rolls-Royce Confirms Reviewing Strategic Options for L’Orange
- 9984 JP : SoftBank Invests EU460m in Online Car Dealer Auto1: FT
- 9984 JP : SoftBank Eyes $18B IPO for Mobile Unit: Nikkei
- TEVA US : Teva Senior Unsecured Ratings Cut to Junk by Moody’s
- TIT IM : Mediaset Could Take 20% in Tim, Canal Plus Joint Venture: Sole
- TWX US : Wal-Mart Said to Restructure Store Roles to Streamline Business
- TKA GY : Cevian Holds About 18% of Thyssenkrupp Shares: Spokesman, Cevian’s Forberg Calls for Structural Change at Thyssen: FAS
- 6502 JP : Toshiba Seeks $4B Yen Tax Relief By Selling Some Assets: Nikkei {6502 JP Equity HLDR <GO>}
- VASTN NA : Vastned to Make Takeover Bid for All Shares in Belgium Unit
- VIV FP : Mediaset Could Take 20% in Tim, Canal Plus Joint Venture: Sole
- VOW3 GY : VW Brand to Invest $3.3B in North America Through 2020
- VOW3 GY : Volkswagen Sets Delivery Record With 6.23M Vehicles in 2017

>>> Europe : Brokers Upgrades & Downgrades - 15th of January 201

>>> Up
* ASML Upgraded to Outperform at Credit Suisse; PT 180 Euros
* Endesa Upgraded to Neutral at Goldman
* Essilor Upgraded to Add at AlphaValue
* Johnson Matthey Upgraded to Buy at Berenberg
* Land Securities Upgraded to Overweight at JPMorgan; PT 12 Pounds
* TechnipFMC Upgraded to Add at AlphaValue
* Tenaris Upgraded to Neutral at Credit Suisse; PT 15 Euros
* Wereldhave Upgraded to Overweight at JPMorgan; PT 48 Euros

>>> Down
* Avantium Holding BV Cut to Reduce at Kepler Cheuvreux
* Fonciere des Regions Cut to Underweight at JPMorgan; PT 90 Euros
* Grand City Properties Cut to Neutral at JPMorgan; PT 22 Euros
* LondonMetric Property Cut to Neutral at JPMorgan; PT 2 Pounds
* Roche Downgraded to Sell at SocGen; PT 190 Francs
* Shaftesbury Downgraded to Neutral at JPMorgan; PT 11.50 Pounds
* Swedbank Cut to Underperform at Credit Suisse; PT 180 Kronor
* TLG Immobilien Downgraded to Neutral at JPMorgan; PT 23 Euros
* Unite Group Cut to Neutral at JPMorgan; Price Target 8.50 Pounds

>>> Initiation
* Deutsche Beteiligungs AG Rated New Hold at Kepler Cheuvreux

>>> Call

>>> Asian Update

Asia Market Update:Germany to include yuan in reserves; broad dollar weakness across the region; China Q4 GDP due for release on Thursday

***Headlines/Economic Data***
General Trend: Equity markets trade generally higher after last week’s gains in the US
-Gold miners outperform (gold at 4-month high)
-US dollar extends weakness seen on Friday’s session
-Various automakers comment at Detroit Auto Show
-China PBoC offers new medium-term lending facility (MLF) as M2 growth rate hits record low in Dec
- BoJ leaves bond purchases unchanged at daily operation

Japan
-Nikkei 225 opened +0.7%; closed +0.3%
-General strength in financials: TOPIX Securities Index +1.2%, Sumitomo Mitsui Financial +2%, Mitsubishi UFJ +1.7%
-Softbank (9983.JP) +5% in early trade: Looking to list mobile phone unit this year – Nikkei; Topix Information & Communication Index +1%
- (JP) Japan Dec M2 Money Stock Y/Y: 3.6% v 4.0%e (Lowest reading since Sept 2016); M3 Y/Y: 3.1% v 3.4%e
- (JP) Bank of Japan (BOJ) Gov Kuroda: Economy is expanding moderately, expected to continue expanding moderately; BOJ reiterates will maintain QQE with YCC for as long as needed to reach 2% inflation in stable manner
- (JP) Bank of Japan (BOJ) is likely to revise up its FY18 GDP growth forecast by 0.1-0.2% from the current estimate of 1.4% given at Jan policy meeting - Nikkei
-(JP) Bank of Japan (BOJ) raises economic assessment in 3 of 9 regions; keeps economic assessment in 6 of 9 regions
- Honda (7267.JP): Targeting 2018 global vehicle sales 5.4M – Nikkei

Korea
-Kospi opened +0.6%
-Mixed trading in chip sector: Samsung Electronics +0.6%, Hynix -2%
-Automakers decline: Hyundai Motor -1.2%, Kia -1.2%
- (KR) South Korea Dec Export Index m/m: -1.6% v -1.6% prior; y/y: -2.1% v +2.5% prior
- (KR) South Korea Office for Govt Policy Coordination: To strongly respond to illegal cryptocurrency trading; to talk about crypto shutdown bill after full discussion
-(KR) According to South Korea Financial Supervisory Service (FSS) foreigners bought KRW10T in South Korea stocks in 2017 - Korean press
-(KR) South Korea and North Korea to hold working level talks on Jan 17th

China/Hong Kong
-Hang Seng opened +0.9%, Shanghai Composite opened flat
-Hang Seng Services Index +1.8%; Gaming names supported by broker commentary
-Hang Seng Financials Index +1.2% amid PBoC MLF
-Hang Seng Energy Index -1.3%, Materials -1.1%
-Steel industry head comments that supply will exceed demand sent Maanshan Iron & Steel and Angang Steel lower
-(CN) China Banking Regulatory Commission (CBRC) will step up oversight in the banking sector this year to reduce financial risks, stressing that long-term efforts would be needed to control banking sector chaos
- (CN) China PBOC Vice Gov Yin Yong: China will remove policy barriers for cross-border payments and enhance financial infrastructural construction in foreign countries as part of efforts to further promote internationalization of the yuan - CF40 Asset Management Forum
- (CN) China PBoC OMO: Injects CNY150B v CNY270B injected in 7, 14-day reverse repos prior: Net injects CNY50B v CNY180B drained prior
- USD/CNY (CN) PBoC sets yuan reference rate at 6.4574 v 6.4932 prior (strongest since May 2016)
- (CN) PBOC LENDS CNY398B V CNY288B PRIOR IN MEDIUM-TERM LENDING FACILITY (MLF); OFFERS 1-YEAR LOANS AT 3.25% V 3.25% PRIOR
-(CN) PBoC comments on reasons for MLF operation: There has been a relatively big drop in total liquidity in banking system; Injected funds to counter liquidity drop due to tax payments, maturing loans and RRR payments by financial institutions.
-China Dec Banking Data was released on Friday: (CN) CHINA DEC M2 MONEY SUPPLY Y/Y: 8.2% (record low) V 9.2%E; M1 MONEY SUPPLY Y/Y: 11.8% V 12.6%E
-(CN) CHINA DEC NEW YUAN LOANS (CNY): 584.4B V 1.00TE
- (CN) China Yunnan Local Government Financing Vehicle (LGFV) said to fail to repay certain trust loans - China Securities Times
Looking ahead: China Q4 GDP and Dec data (Fixed Asset Investment, Industrial Production, Retail Sales) due for release on Thursday, Dec 18th

Australia/New Zealand
-ASX 200 opened +0.2%; closed %
-ASX 200 Resources Index +1%, Financials +0.2%; Telecom -0.4%
- (AU) Australia Dec Melbourne Institute Inflation m/m: 0.1% v 0.2% prior; y/y: 2.3% v 2.7% prior
-(AU) Western Australia Chamber of Commerce and Industry WA that found consumer confidence reaches highest in four years - AFR
- (NZ) New Zealand Treasury publishes Rennie report on decision making: Recommends multiple committees and external members for the RBNZ
Looking ahead: On the 16th Rio Tinto will kick off Australia with Q4 production data
-Australia Dec Employment data due on Thursday, Dec 18th

Other Asia
- (ID) Indonesia Dec Trade Balance: -$270M v +$579Me (1st deficit since July 2017)
- (SG) Monetary Authority of Singapore (MAS) Managing Direc Menon: Inflation surprise could force global central banks to react faster than they today expect
-(PH) Philippines sells total PHP20B v PHP20B indicated in 3-month, 6-month and 12-month bills

North America
- Ford [F] Exec: Increasing investment into electric vehicles (EV) to $11B from $4.5B - Detroit Auto Show
- (US) President Trump said to be softening his attitude toward NAFTA - financial press
-Fed Speak: (US) Fed's Rosengren (moderate, non-voter): additional drop in unemployment rate risks undermining the recovery (from Jan 12th)
-(US) Fed's Kashkari (dove, non-voter) tweets: "I do hope inflation is moving reliably toward our target. 12-mo core CPI of 1.8% = 1.5% PCE & our target is 2% PCE. I, for one, need to see more data." (from Jan 12th)
-(US) Fed's Harker (non-voter, moderate): reiterates two rate hikes probably appropriate for 2018 (from Jan 12th)
-(US) Fed's Kaplan (non voter, moderate): base case still three hikes this year – CNBC (from Jan 12th)
Looking Ahead: US equity markets closed on Monday in observance of holiday: Detroit Auto Show to be held between Jan 13th to Jan 28th

Europe
- (DE) Germany Social Democrats in Saxony-Anhalt state reject proposed German coalition with Merkel's party - German press
-(DE) Negotiators working on German govt coalition deal to make changes in immigration and employee insurance contributions – Handelsblatt (from Jan 12th)
-EUR/CNY (DE) Germany Bundesbank's Dombret: to include Yuan in currency reserves - financial press
-(EU) ECB Weidmann: Reiterates announcing an end date for QE is justifiable; complete policy normalization will be a long path (comments from Jan 12th)
-IMF First Deputy Managing Dir Lipton: Upside and downside global risks are currently balanced; notes cyclical global recovery.
-(UK) Boris Johnson said to have warned allies that Brexit is far from certain - UK press
- (UK) Jan Rightmove House Prices m/m: +0.7% v -2.3% prior; y/y: 1.1% v 1.0% prior
-Carillion: Could enter administration as soon as Monday unless UK govt backs a rescue - Sky News
-Saeta Yield: Brookfield reportedly in talks to acquire Saeta Yield – press
-Rolls Royce: Reportedly nearing deal to sell its L'Orange unit; wants $700M for the assets - press

***Levels as of 01:00ET***
- Nikkei225 +0.3%, Hang Seng +0.8%; Shanghai Composite -0.4%; ASX200 +0.1%, Kospi +0.3%
- Equity Futures: S&P500 +0.2%; Nasdaq100 +0.3%, Dax +0.3%; FTSE100 +0.2%
- EUR 1.2240-1.2188; JPY 111.19-110.58; AUD 0.7961-0.7904;NZD 0.7282-0.7234
- Feb Gold +0.7% at $1,344/oz; Feb Crude Oil +0.3% at $64.52/brl; Mar Copper +1.8% at $3.28/lb

NYT : Big Bets on A.I. Open a New Frontier for Chip Start-Ups, Too

Big Bets on A.I. Open a New Frontier for Chip Start-Ups, Too

SAN FRANCISCO — For years, tech industry financiers showed little interest in start-up companies that made computer chips.

How on earth could a start-up compete with a goliath like Intel, which made the chips that ran more than 80 percent of the world’s personal computers? Even in the areas where Intel didn’t dominate, like smartphones and gaming devices, there were companies like Qualcomm and Nvidia that could squash an upstart.

But then came the tech industry’s latest big thing — artificial intelligence. A.I., it turned out, works better with new kinds of computer chips. Suddenly, venture capitalists forgot all those forbidding roadblocks to success for a young chip company.

Today, at least 45 start-ups are working on chips that can power tasks like speech and self-driving cars, and at least five of them have raised more than $100 million from investors. Venture capitalists invested more than $1.5 billion in chip start-ups last year, nearly doubling the investments made two years ago, according to the research firm CB Insights.

The explosion is akin to the sudden proliferation of PC and hard-drive makers in the 1980s. While these are small companies, and not all will survive, they have the power to fuel a period of rapid technological change.

It is doubtful that any of the companies fantasize about challenging Intel head-on with their own chip factories, which can take billions of dollars to build. (The start-ups contract with other companies to make their chips.) But in designing chips that can provide the particular kind of computing power needed by machines learning how to do more and more things, these start-ups are racing toward one of two goals: Find a profitable niche or get acquired. Fast.

“Machine learning and A.I. has reopened questions around how to build computers,” said Bill Coughran, who helped oversee the global infrastructure at Google for several years and is now a partner at Sequoia, the Silicon Valley venture capital firm. Sequoia has invested in Graphcore, a British start-up that recently joined the $100 million club.

By the summer of 2016, the change was apparent. Google, Microsoft and other internet giants were building apps that could instantly identify faces in photos and recognize commands spoken into smartphones by using algorithms, known as neural networks, that can learn tasks by identifying patterns in large amounts of data.

Nvidia was best known for making graphics processing units, or G.P.U.s, which were designed to help render complex images for games and other software — and it turned out they worked really well for neural networks, too. Nvidia sold $143 million in chips for the massive computer data centers run by companies like Google in the year leading up to that summer — double the year before.

Intel scrambled to catch up. It acquired Nervana, a 50-employee Silicon Valley start-up that had started building an A.I. chip from scratch, for $400 million, according to a report from the tech news site Recode.

After that, a second Silicon Valley start-up, Cerebras, grabbed five Nervana engineers as it, too, designed a chip just for A.I.

By early 2018, according to a report by Forbes, Cerebras had raised more than $100 million in funding. So had four other firms: Graphcore; another Silicon Valley outfit, Wave Computing; and two Beijing companies, Horizon Robotics and Cambricon, which is backed by the Chinese government.

Raising money in 2015 and early 2016 was a nightmare, said Mike Henry, chief executive at the A.I. chip start-up Mythic. But “with the big, aquisition-hungry tech companies all barreling toward semiconductors,” that has changed, he said.

China has shown a particular interest in developing new A.I. chips. A third Beijing chip start-up, DeePhi, has raised $40 million, and the country’s Ministry of Science and Technology has explicitly called for the production of Chinese chips that challenge Nvidia’s.

Because it’s a new market — and because there is such hunger for this new kind of processing power — many believe this is one of those rare opportunities when start-ups have a chance against entrenched giants.

The first big change will most likely come in the data center, where companies like Graphcore and Cerebras, which has been quiet about its plans, hope to accelerate the creation of new forms of A.I. Among the goals are bots that can carry on conversations and systems that can automatically generate video and virtual reality.

Researchers at places like Microsoft and Google, which has built its own chip just for A.I., “train” neural networks by extreme trial and error, testing the algorithms across vast numbers of chips for hours and even days on end. They often sit at their laptops, staring at graphs that show the progress of these algorithms as they learn from data. Chip designers want to streamline this process, packing all that trial and error into a few minutes.

Today, Nvidia’s G.P.U.s can efficiently execute all the tiny calculations that go into training neural networks, but shuttling data between these chips is still inefficient, said Scott Gray, who was an engineer at Nervana before joining OpenAI, an artificial intelligence lab whose founder include Tesla’s chief executive, Elon Musk.

So in addition to building chips specifically for neural networks, start-ups are rethinking the hardware that surrounds them.

Graphcore, for example, is building chips that include more built-in memory so that they don’t need to send as much data back and forth. Others are looking at ways of widening the pipes between chips so that data exchange happens faster.

“This is not just about building chips but looking at how these chips are connected together and how they talk to the rest of the system,” Mr. Coughran, of Sequoia, said.

But this is only part of the change. Once neural networks are trained for a task, additional gear has to execute that task. At Toyota, autonomous car prototypes are using neural networks as a way of identifying pedestrians, signs and other objects on the road. After training a neural network in the data center, the company runs this algorithm on chips installed on the car.

A number of chip makers — including start-ups like Mythic, DeePhi and Horizon Robotics — are tackling this problem as well, pushing A.I. chips into devices ranging from phones to cars.

It is still unclear how well any of these new chips will work. Designing and building a chip takes about 24 months, which means even the first viable hardware relying on them won’t arrive until this year. And the chip start-ups will face competition from Nvidia, Intel, Google and other industry giants.

But everyone is starting from about the same place: the beginning of a new market.