Mistral Released the Weights and Handed the Safety Burden to Whoever Runs Them

SeaPRwire – A model release is usually a product event. This one is a procurement event. Mistral put the weights for Mistral Large 4, a trillion-parameter model it calls Le Chonk, on Hugging Face and behind its own API on Thursday, which means a customer can now take the checkpoint, install it on hardware it controls, and stop asking permission to use it. The company’s pitch is that this matters most in cybersecurity, where the buyer is a security team that wants to point a model at its own code and its own logs.

Weights are the numerical result of training. Publishing them does not publish the data, the recipe, or the evaluation harness, and it does not oblige Mistral to keep shipping updates. What it does is remove a switch. An API customer’s access depends on a vendor’s continued willingness to serve that customer, at that price, under that policy. A weights customer’s access depends on hardware and electricity. Stock, Mistral’s vice president of science, put the claim in almost exactly those terms: access “can’t be cut off by definition because the model is open-weighted.”

That sentence is the whole strategy, and it is worth being precise about what it guarantees. It guarantees the checkpoint. It does not guarantee a patched checkpoint, a model that improves, or a vendor who answers when something goes wrong at 3 a.m. during an incident. Organisations that adopt open weights for continuity are trading a vendor dependency for an internal maintenance obligation, and the second one is easier to control but harder to staff.

The cybersecurity framing is where the argument gets strongest and least examined. Stock’s case is that closed models ration the work defenders need to do: they rate-limit, and they refuse requests that look like offensive security even when the requester is trying to find a bug in its own systems. A model running on-premises has no provider in the loop to refuse anything. The same property that makes it useful to a defender makes it useful to anyone else, which is the part of the release Mistral addresses with a claim about who benefits first.

“Some malicious actors might try to actually leverage their own technology to attack,” Stock said, arguing that defenders therefore need the capability “as soon as possible.” That is a race argument, not a safety argument, and it has a testable implication: if the defenders who receive the weights are not actually faster than the attackers who can download the same file, the release has moved capability around without changing the balance. Nobody in the announcement offers a way to measure which happened.

Reversal is the other asymmetry. An API can be withdrawn in an afternoon; a checkpoint that has been mirrored cannot be. If a later revision of the model turns out to behave badly on offensive tasks, Mistral can stop shipping it and cannot stop anyone from running the copy already on disk. That is the price of the guarantee Stock is selling, and it is paid by everyone who shares a network with the buyer, not only by the buyer.

The performance claims need the same treatment. Mistral says the model is comparable to the strongest rival open-weight release of recent months and uses 47 percent fewer tokens per task. Token efficiency is not a vanity metric for on-premises buyers; it is the difference between a cluster that fits in a budget and one that does not. But the comparison is Mistral’s own, published with the release, and the 47 percent is an average across whatever task set the company chose.

Separately, Mistral claims the model outranks every other open model on the Coding Agent Index maintained by Artificial Analysis. One index, one vendor-supplied submission, no independent replication in the announcement. It is a real signal — third-party leaderboards are hard to game completely — and it is also a single number standing in for a capability that buyers will experience as a distribution of failures across many repositories.

Mensch’s framing is philosophical: AI should be “a tool for empowerment, not dominance,” and the model reaches “state-of-the-art performance” at “a fraction of the compute and capital committed by closed labs.” The compute claim is the one that would matter most to an investor and the one least verifiable from outside, because nothing in the release states the training budget in a form anyone can check. What can be checked is the download.

There is a quieter commercial logic underneath. A lab that cannot outspend its rivals on training runs can still compete on distribution: if the default self-hosted model for regulated buyers is yours, you sell fine-tuning, support, and the paid tier for everyone who would rather not run a GPU cluster. Mistral’s own statement points at the buyer segment — enterprises and public institutions that want to “download, deploy, and own” the system — rather than at developers who will simply call an API.

That segment has its own constraints. A bank or a ministry deploying a trillion-parameter model on-premises needs the safety behaviour to be somebody’s job. With a closed API, moderation and abuse monitoring sit with the provider by default. With weights, they sit with the operator, who may not have a red team detached to the model and who now owns every refusal decision the model does or does not make. The release shifts capability to the buyer and the responsibility with it, and Mistral’s announcement does not describe what it hands over to help with the second half.

Stock was asked about rogue AI agents and declined to escalate. “We don’t want to fearmonger people. We think it’s a problem that is solvable. It’s a hard problem to have good security.” A lab releasing cyber-capable weights has an obvious interest in that position, and the position is not wrong on its own terms; it is simply not evidence. The evidence would be an evaluation of what the released checkpoint actually does when someone points it at a target without authorization, run by people who do not work for Mistral.

Two things would settle more than the press release does. First, independent red-team results on the released weights, published with methodology, including the refusal rate on offensive tasks rather than a summary adjective. Second, a public account of how many regulated buyers run it in production a year from now and what broke. Until then, the honest description of this release is narrow: a competent lab has made a frontier-scale checkpoint available to anyone who can host it, and has bet that the defenders will be the ones who bother.

This article was prepared by the expert team at Global Infinity Labs, drawing on insights and data provided through its MCP data services.

About Global Infinity Labs

Global Infinity  Labs is an AI innovation company specializing in MCP data services.

Email: support@globalinfinitylabs.com

source https://newsroom.seaprwire.com/press-releases/technologies/mistral-released-the-weights-and-handed-the-safety-burden-to-whoever-runs-them/

Saudi Payments After 85%: The Fight Moves to the Terminal

SAMA data show electronic payments at 85% of retail while POS value per terminal falls 9.4% in a quarter; the constraint is now unit economics.

AsiaPresswire – Saudi Arabia won the argument it spent a decade having. Electronic payments reached 85% of retail transactions in 2025, against a Financial Sector Development Program target of 70% for that year, and against 57% in 2021. The number is now quoted in every fintech deck in Riyadh, usually on slide two.

The number also marks the end of a growth story and the start of a different one. Once four out of five retail transactions are electronic, the remaining 15% is not a market waiting to be converted; it is a residue of small vendors, cash-preferred customers and transactions that are cheaper to settle in notes. Growth from here has to come from somewhere else.

The place it has to come from is visible in the same statistical release, and it is less comfortable than the headline. Saudi POS sales fell from SAR 189.7 billion in the first quarter of 2026 to SAR 179.0 billion in the second, while the number of POS terminals rose from 2.4 million to 2.5 million. Divide one by the other and value per terminal drops 9.4% in a single quarter. That is the number to plan around.

What the 85% actually closed

Start with what the adoption curve was measuring. Between 2021 and 2025 the electronic share of retail transactions went 57%, 62%, 70%, 79%, 85%. Each of those steps was produced by a specific intervention: mandated acceptance for government payments, wage protection rules that pushed payroll into bank accounts, a national QR standard, and the mada debit card as the default instrument.

That work is done. The 15% that remains in 2026 is the hard tail, and it is hard for a reason that has nothing to do with technology. A bakery selling SAR 4 loaves pays a percentage fee on each card transaction, absorbs the settlement delay and keeps a paper trail. Cash costs nothing per transaction and leaves no trail. No amount of terminal subsidy changes that arithmetic until the fee per transaction falls below the value of the anonymity.

So the useful question for 2026 is not how to convert the last 15%. It is what happens to the economics of the 85% now that growth has to come from volume and pricing rather than from new users.

Three variables that now set the ceiling

Three quantities in the SAMA quarterly release determine whether the payments business in Saudi Arabia gets easier or harder over the next eight quarters. None of them is the electronic share.

The first is value per terminal. It measures how much money flows through each acceptance point per quarter, which is the base on which an ad valorem merchant fee is charged. If it falls, every acquirer’s revenue per installed device falls with it unless the rate rises, and the rate is under competitive pressure from new entrants.

The second is cash withdrawn per ATM transaction. It measures whether cash is being used for smaller, more frequent purposes or for larger, less frequent ones. The direction matters more than the level, because it determines refill frequency and therefore the cost per riyal moved.

The third is cards per resident. It measures whether issuance still has room to grow. Once a market has roughly two cards per person, new cards stop adding spend and start adding cost.

Table 1: SAMA payment indicators, first and second quarter of 2026, with unit ratios calculated here

Indicator	Q1 2026	Q2 2026	Change
POS transactions (million)	2,982.6	3,153.7	+5.7%
POS sales (SAR billion)	189.7	179.0	-5.6%
POS terminals (million)	2.4	2.5	+4.2%
POS sales per terminal (SAR, quarter)	79,042	71,600	-9.4%
ATM transactions (million)	359.0	401.6	+11.9%
ATM cash withdrawn (SAR billion)	136.8	125.4	-8.3%
Cash per ATM transaction (SAR)	381	312	-18.1%
Cards issued (million)	66.9	69.2	+3.4%

 

Source: SAMA , Key Economic Developments Q1 and Q2 2026; ratios calculated from the published totals

Divide the totals by the terminals

The first variable is the one that decides whether an acquiring business is worth owning.

In the first quarter of 2026, Saudi Arabia’s 2.98 billion POS transactions carried SAR 189.7 billion of sales across 2.4 million terminals. That is SAR 79,042 per terminal for the quarter, or about SAR 26,300 a month. In the second quarter, 3.15 billion transactions carried SAR 179.0 billion across 2.5 million terminals, or SAR 71,600 per terminal for the quarter.

The transaction count per terminal barely moved: 1,243 in the first quarter, 1,261 in the second, a gain of 1.5%. So this is not a story about terminals sitting idle. It is a story about the average basket getting smaller. Average POS ticket fell from SAR 63.60 to SAR 56.76 between the two quarters, a drop of 10.8%.

Two readings are possible, and they have opposite implications.

Reading one: merchants are pushing small purchases onto cards that used to be cash. A SAR 12 coffee paid by card instead of a note lowers the average ticket while raising volume, which is the intended outcome of the whole national programme. Under this reading, falling ticket size is a success metric.

Reading two: the marginal terminal being installed in 2026 is at a small merchant with low throughput, and the existing base is competing on price. Under this reading, falling ticket size is dilution.

The data cannot separate the two yet. What it can do is tell an operator which way to hedge. If reading one is right, revenue per terminal stabilises as the newly terminalised merchants mature. If reading two is right, revenue per terminal keeps falling and the installed base becomes a cost problem.

The cash side is not dying, it is shrinking in ticket size

The second variable is more interesting than the first because it contradicts the story everyone tells.

Cash withdrawals from ATMs fell 8.3% in value between the first and second quarters of 2026, from SAR 136.8 billion to SAR 125.4 billion. Over the same period the number of ATM transactions rose 11.9%, from 359.0 million to 401.6 million. The average withdrawal fell from SAR 381 to SAR 312, a drop of 18.1%.

More trips to the ATM, for less money each time. That is not the behaviour of a country abandoning cash. It is the behaviour of a country where cash has been demoted to a convenience: the taxi, the tip, the market stall, the school collection. Each of those needs a small amount of notes, and the notes have to be obtained somewhere.

For the banks that run the 14,400 ATMs reported in the second quarter of 2026, this is a cost problem dressed as a volume problem. The cost of keeping an ATM stocked is driven by the number of refill events, not by the value dispensed. If customers withdraw SAR 312 instead of SAR 381, the machine runs dry sooner for the same total value, and the cash-in-transit contract is priced per trip.

There is a straightforward calculation every ATM operator in the Kingdom should have run by now. Take the cost of one refill in 2026, divide by the value dispensed between refills, and you have the cost per SAR 1,000 dispensed. When the average withdrawal falls 18% and the number of withdrawals rises 12%, that cost per SAR 1,000 goes up by roughly a quarter, unless the refill schedule changes.

The third variable is already saturated

Cards issued reached 69.2 million in the second quarter of 2026, up from 66.9 million in the first. Against a resident population of roughly 35 million, that is about two cards per person, which is saturation for a market where most adults hold a mada debit card and a large share hold at least one credit card.

Issuance growth of 3.4% in a quarter is not nothing, but it is now adding cards to people who already have one. The incremental card does not create incremental spend; it fragments the same wallet across more instruments. For issuers, that means the cost of acquisition keeps rising while the revenue per card stays flat.

This is the point where a payments market stops being an adoption story and becomes a share story. Every riyal of growth has to be taken from another institution, another rail or another fee line.

The merchant side of the same arithmetic

A restaurant processing 1,000 card tickets a quarter at the current average of SAR 56.76 turns over SAR 56,760. At an ad valorem fee anywhere between 0.5% and 2%, that is SAR 284 to SAR 1,135 for the quarter, against a terminal rental and connectivity charge that is largely fixed. The smaller the ticket, the larger the share of the fee that fixed costs consume, which is why small merchants remain the strongest constituency for cash in 2026.

Run the same arithmetic against the average ticket of two years earlier and the fixed-cost share falls. The compression between the first and second quarters of 2026 therefore does two things at once: it raises the number of transactions a merchant must process to cover the same fixed cost, and it lowers the revenue each transaction generates for the acquirer. Both parties work harder for the same riyal.

The 371 firms chasing the same terminal

SAMA’s governor put the number of fintech companies operating in the Kingdom at 371 in September 2026, with 307 entities under the open banking framework and more than SAR 30 billion invested in the sector by the end of the first half of 2026. Eight new licences were granted in the second quarter alone, spanning BNPL, payment services, aggregation and open banking.

None of that capacity expands the terminal base much. It divides the same fee pool among more participants, which is how a maturing market transfers value from intermediaries to merchants. The 85% was built by adding acceptance points between 2021 and 2025. The next phase is built by removing intermediaries per transaction.

Where the growth actually went

One more division is worth doing, because it explains why the retail numbers feel flat while the system numbers look strong.

SARIE, the national interbank system, processed SAR 17,777.1 billion in the first quarter of 2026, up 16.1% year on year, and SAR 18,399.2 billion in the second, up 12.7%. Within that, customer payments were SAR 4,496.6 billion in the first quarter and SAR 4,333.7 billion in the second, with year-on-year growth of 8.2% then 2.2%. Interbank payments grew 20.5% then 18.9%.

Read those three lines together. Total value grows at a double-digit rate. Interbank value grows faster. Customer payments, the part that touches households and businesses, decelerated from 8.2% to 2.2% in one quarter.

The wholesale plumbing is where the growth is. That is consistent with a retail market that has finished converting and an economy that is still building: project finance, corporate treasury, government settlements and the capital flows behind the Vision 2030 pipeline all move through the interbank leg, not through a POS terminal.

For anyone whose business model depends on consumer transaction fees, this is the structural message of 2026. The consumer rail is mature, the wholesale rail is expanding, and the two have different customers, different pricing and different competitors.

Who gets hit first

Rank the participants by how quickly a 9.4% fall in value per terminal reaches their income statement.

• Acquirers and terminal deployers are first. Their revenue is a percentage of value processed, so a 9.4% fall in value per device is a 9.4% fall in revenue per device before any pricing response, partly offset by 4.2% more devices.
• Cash-in-transit and ATM operators are second. Their cost is driven by refill frequency, which rises when average withdrawals fall, so their margin compresses even as transaction volumes grow.
• Card issuers are third. Interchange is also ad valorem, but issuers earn on total volume, which is still rising, and they carry less terminal capital.
• Merchants are the beneficiaries, slowly. A market where acquirers are competing for shrinking value per terminal is a market where merchant discount rates have room to fall, and the merchants with enough volume to negotiate are the ones who will capture it.

SAMA’s licensing record points the same way. In the second quarter of 2026 the central bank granted licences to eight companies across BNPL, fintech consumer microfinance, payment services, finance aggregation and open banking. More licensees competing for the same terminal base is a recipe for fee compression, which is good for merchants and bad for anyone who built a model on stable take rates.

Two indicators, and what would prove this wrong

An argument about structure is only useful if it can be falsified. This one rests on two indicators that must be independent of each other, and they are: one measures the merchant side, the other measures the cash side. Neither is derived from the other.

The merchant-side indicator is quarterly POS sales per terminal, currently SAR 71,600. The claim in this piece is that it stays below SAR 78,000 through 2027 as small merchants join and ticket size compresses. The cash-side indicator is cash per ATM transaction, currently SAR 312. The claim is that it stays below SAR 350 over the same period, because cash has been demoted to small-ticket convenience.

Three observations would break the argument, and each is observable in the quarterly release.

First, if POS sales per terminal recovers above SAR 78,000 for two consecutive quarters, the compression was a seasonal artefact of the second quarter, not a structural trend. Second, if cash per ATM transaction climbs back above SAR 380, households are using cash for larger purchases again and the demotion story is wrong. Third, if customer payments through SARIE reaccelerate above 10% year on year while POS value per terminal keeps falling, the retail and wholesale legs are diverging for a reason this framework does not capture, most likely a shift of business spending out of cards and into transfers.

None of these is a small correction. Each one would mean the market is doing something other than maturing.

What to do on Monday

The analysis is only worth the decisions it changes. Three actions follow directly from the numbers above, and all three can be started this week.

• If you operate terminals, calculate your break-even ticket. Take your monthly cost per terminal, divide by your effective ad valorem rate, and you have the sales volume below which the device loses money. With average tickets at SAR 56.76, a meaningful share of your estate is probably below that line, and the fix is a fixed per-transaction floor rather than a higher percentage.
• If you run ATMs or cash logistics, re-price the refill contract against trips, not value. An 18.1% fall in average withdrawal with 11.9% more withdrawals means the trip count is the cost driver, and a contract priced on value dispensed will under-recover.
• If you are a merchant with more than SAR 5 million of annual card volume, ask three acquirers for a quote this month. Value per terminal is falling, eight new licensees were admitted in one quarter, and the pricing power has moved to your side of the table.

The 85% is a genuine achievement and it is also the end of an easy decade. What replaces it is arithmetic: fewer riyals per terminal, more trips to the ATM, and a wholesale rail that is growing faster than anything a consumer sees.

Data basis

Data as of October 2026. All levels come from SAMA’s quarterly Key Economic Developments releases for the first and second quarters of 2026, which report POS transactions and sales, ATM transactions and cash withdrawals, terminal counts, cards issued and SARIE values. The electronic share series of 57%, 62%, 70%, 79% and 85% for 2021 to 2025 is SAMA’s own, restated in the second quarter release. The 2025 electronic transaction count of 14.6 billion, against 12.6 billion in 2024, is also SAMA’s.

Five ratios are calculated from the published figures rather than quoted: POS sales per terminal, average POS ticket, cash per ATM transaction, transactions per terminal and cards per resident. Each divides one published quarterly figure by another from the same release, so the numerator and denominator share a period and a definition. Cards per resident uses an assumed resident population of 35 million, which is an approximation and not a figure from the payments release; a population of 33 million would give 2.1 cards per person and 37 million would give 1.9.

No seasonal adjustment is applied. The comparison is quarter against quarter within a single calendar year, which means it contains both the structural trend and any Ramadan and holiday effects that fall differently in Q1 and Q2.

Limitations

• Two quarters are not a trend. The Q1 to Q2 comparison spans Ramadan timing, which moves retail values independently of structure.
• Cards per resident assumes a population figure that SAMA does not publish in this release.
• Interbank and customer payment splits are reported gross, so they cannot be netted against retail turnover.

Sources

• SAMA , Key Economic Developments Second Quarter 2026
• SAMA , Key Economic Developments First Quarter 2026
• Argaam via Ajel , weekly POS report and the 2021 to 2025 electronic share series, August 2026
• Saudi Gazette via KSA News Today , March 2026 consumer spending, POS and ATM detail, April 2026
• Saudi Online , Money20/20 Middle East, SAMA governor on 85% electronic share and 371 fintechs, 15 September 2026

This article was prepared by the expert team at Global Infinity Labs, drawing on insights and data provided through its MCP data services.

About Global Infinity Labs

Global Infinity  Labs is an AI innovation company specializing in MCP data services.

Email: support@globalinfinitylabs.com

source https://newsroom.seaprwire.com/press-releases/finance/saudi-payments-after-85-the-fight-moves-to-the-terminal/

Philippine Tourism Has Three Arrival Counters and a 300,000 Gap

The same eight-month task, run through eTravel, the merged immigration series and a private estimate, yields three totals and two growth rates.

SeaPRwire – On 4 September 2026, the Philippine Department of Tourism gave reporters a number: 4,115,860 international visitors for January to August, up 3.7% on the same months of 2025. On 18 September 2026 the department’s own dashboard displayed 4,415,860 for the identical period, up 0.78%. The distance between the two September 2026 releases is exactly 300,000 people, or 7.3% of the smaller figure. Neither release was withdrawn. Neither was labelled a correction.

For anyone outside the tourism trade this looks like a clerical problem. It is not. It is what happens when an official statistical series changes the instrument that produces it while keeping the name, the headline format and the political purpose. The country still received a quantity of foreign visitors between January and August 2026. Three separate counting systems were pointed at that quantity, and they returned three different answers.

This piece treats the three systems as instruments and runs the same task through each one. The task is simple enough to repeat: count every person admitted to the Philippines between 1 January and 31 August 2026 who is not a resident, break the total down by country of passport, and compare it with the same count for 2025. What follows is the output of each instrument, the arithmetic that separates them, and a short guide to which counter is fit for which job.

One task, stated so that it can be repeated

Precision about the task matters, because most of the disagreement in Philippine arrival statistics comes from people using the same words for different operations.

The unit is a person, not a trip. A visitor who enters twice in eight months counts twice, which is how almost every tourism authority in the world counts. The territory is the customs and immigration boundary, including airports and seaports. The window is 1 January to 31 August 2026, the period DOT reports as the year to date. The classification key is country of passport, which is what produces the familiar table of source markets.

The task has one property that makes it unusually hard to do cleanly. The Philippines has a very large diaspora, and a large share of the people crossing its border on a foreign passport are former citizens coming home to visit family. Under the Balikbayan programme, dating from Republic Act 6768 and amended by Republic Act 9174, a former Filipino who has naturalised abroad can enter visa free for a year. That person is a foreign passport holder on arrival and a returning family member in every other sense. Whether they enter the count decides whether the American market is 818,318 or 926,575.

DOT’s published total for 2025 was 6.44 million visitors, with tourism receipts of PHP 694 billion and tourism direct gross value added of PHP 2.27 trillion, or 8.1% of GDP. In 2025 the sector supported 7.7 million jobs. Those are the numbers the department is accountable for. The arrival counter is the input that feeds them.

Instrument one: a form filled in before landing

The first instrument is eTravel, the government’s online arrival registration. It is mandatory for every inbound traveller, including Filipino passport holders and crew, and it opens 72 hours before departure. A completed form produces a QR code that airlines check at check-in and immigration officers scan on arrival.

Because eTravel is a registration system, its raw output is a count of registrations, not a count of admissions. Almost everyone who registers does land, so the two numbers are close. They are not identical. A registration can be filed and the flight missed; a connecting passenger can be rebooked; a seafarer can register for a leg that is later cancelled.

The 4 September release used eTravel alone. Its market table read: United States 818,318, South Korea 727,379, Japan 350,191, China 310,088, Australia 234,156, Canada 231,972, Taiwan 154,957, United Kingdom 132,370, Singapore 126,812, India 77,883. In the January to August 2026 window, growth was led by China at 69.15% and India at 32.20%, with South Korea down 17.42% and Taiwan up 9.63%.

Instrument two: the form plus the immigration record

The second instrument merges eTravel registrations with records held by the Bureau of Immigration, the agency that actually admits people at the port. DOT launched a public dashboard on 16 September 2026 that runs on this merged basis, and the 18 September coverage described the source plainly: eTravel records from the Department of Information and Communications Technology, plus Bureau of Immigration records.

The merged total for the same eight months is 4,415,860, against 4,381,585 in 2025, a gain of 34,275 people. The market table rearranges itself. In the September 2026 release the United States rises to 926,575, or 20.98% of the total. South Korea sits at 744,732 in the same table, or 16.86%. Japan appears at 321,545, or 7.3%.

Table 1: Three published counts of the same eight-month task, with each publisher’s own stated change

Instrument	Publisher and date	Jan to Aug 2026	Change as published
eTravel registrations only	DOT, 4 September 2026	4,115,860	+3.7%
eTravel plus immigration records	DOT dashboard, 18 September 2026	4,415,860	+0.78%
Private estimate	LPC, reported 7 October 2026	about 4.40 million	roughly flat

 

Source: DOT , Philippine Tourism Data Dashboard, September 2026 (site home); Economic Daily News , 4 September 2026; Migrant Times , 19 September 2026

Instrument three: a number with no published method

The third instrument is a private estimate. On 7 October 2026, Chinese-language Philippine coverage cited LPC, a property research house, putting arrivals for January to August at about 4.40 million, essentially flat on 4.38 million a year earlier. The same report said growth peaked at 12% in February 2026, stalled from April, and turned negative year on year from May. For January to August 2026 it put China at about 303,000, up roughly 93%, and Korea at 744,000, down 22%.

The LPC number is worth including precisely because it is not an official series. It reaches the same order of magnitude as the merged count through a different route, and its market detail agrees with the merged series on Korea while agreeing with the eTravel series on nothing else. But no methodology is published: not the sample, not the treatment of balikbayan, not whether the count is by port of entry or by first destination. A number without a published method is a signal rather than a measurement, and it should be cited as one.

The 300,000 gap does not behave like an addition

The obvious explanation for the gap is that the merged series adds returning overseas Filipinos to the eTravel count. Three hundred thousand extra people over eight months, in a country with ten million citizens abroad, is a plausible size for that flow. The explanation is probably right in aggregate and wrong in detail.

If the merged series were eTravel plus an extra population, no market could shrink when you move from one to the other. Japan shrinks. The eTravel series has Japan at 350,191; the merged series has it at 321,545, a fall of 28,646, or 8.2%. China also falls, from 310,088 to 303,000, down 2.3%. The United States rises by 108,257, or 13.2%. Korea rises by 17,353, or 2.4%.

A series that is a strict superset cannot subtract 28,646 Japanese visitors. Something else is happening. The two instruments are not nested; they are differently shaped. A registration form records the passport and itinerary declared before travel. An immigration record reflects what the officer admitted, under which category, at which port. Reclassify a group, deduplicate a set of records, or change how a transit passenger is booked, and individual markets move in both directions while the total still rises.

That is the useful finding here, and it is more interesting than the headline gap. The 300,000 is not a pile of extra people sitting on top of the first count. It is the net of additions and subtractions across a much larger set of records, which means the market-level numbers from the two series cannot be mixed. A sentence that pairs the merged total with the eTravel country table is not approximately right. It describes a population that no instrument measured.

Four pairings, four growth rates

The growth rate is where the instrument choice becomes politically visible, because 2026 is the year the Philippines is trying to defend a target.

DOT’s stated goal for 2026 is between 6.4 million and 6.8 million international visitors, with 7 million described in September coverage as a stretch figure. Against a 2025 outcome of 6.44 million, the low end of that range is flat and the high end is a 5.6% gain.

Now count the ways to compute a year-on-year change for the first eight months. The eTravel series compares like with like and reports +3.7%. The merged series compares like with like and reports +0.78%. Cross the two and the answer changes sign.

Table 2: The same eight months, four ways of pairing a numerator with a baseline

Numerator	Baseline	Implied change
4,115,860 (eTravel, 2026)	3,969,000 (eTravel, 2025, implied)	+3.7% as published
4,415,860 (merged, 2026)	4,381,585 (merged, 2025)	+0.78% as published
4,115,860 (eTravel, 2026)	4,381,585 (merged, 2025)	-6.1%
4,415,860 (merged, 2026)	3,969,000 (eTravel, 2025, implied)	+11.3%

 

Source: derived from the three series in Table 1; the 2025 eTravel baseline is implied by dividing 4,115,860 by 1.037 and is therefore an estimate, not a published figure

The third row is the one that should worry the department. If a reader takes the newer 2025 baseline and the older 2026 numerator, Philippine arrivals fall 6.1% in the first eight months. If a reader takes the older baseline and the newer numerator, they rise 11.3%. The two published figures are both defensible. The two unpublished combinations are both nonsense, and both are one careless citation away from print.

The 2025 baseline moved by roughly 412,000 people between the two releases, which is larger than the 300,000 gap in 2026. That restatement is the part nobody has explained in public. A statistical office restating a baseline by 9.4% in 2026 is entitled to do so, but it normally publishes a note saying what changed. Without that note, the 2025 comparison set is a moving floor.

What each counter is good for

None of this makes any of the three instruments wrong. It makes them specialised. The mistake is treating them as interchangeable, and the fix is a short routing table.

• For a headline about foreign tourists, use the eTravel series. It excludes most returning citizens by construction, which is what the word tourist is usually meant to capture.
• For airline capacity, airport slots and hotel pipeline planning, use the merged series. It includes every admission, including the balikbayan who occupies a seat and a room.
• For tourism receipts and GDP contribution, use neither. Use the Philippine Statistics Authority’s tourism direct gross value added and DOT’s receipts series, which count spending rather than heads.
• For the 6.4 million target, ask which series the target is measured on. The published target does not say, and the two candidates differ by 7.3% at the eight-month mark.

That last gap matters arithmetically. To reach 6.4 million on the eTravel basis, the Philippines needs about 2.28 million arrivals in September to December, or 571,000 a month. On the merged basis it needs about 1.98 million, or 496,000 a month. The four-month run rate implied by the merged series is already close to the lower threshold; on the eTravel series it is not.

The 6.4 million target is a fourth instrument

A target is not a measurement, but it behaves like one once it enters a press conference. The 2026 target carries a complication: it was set before either the eTravel or the merged series existed in its current form, so the baseline it was built on is neither.

DOT’s own mid-year communications show the strain. On 6 October 2026 the tourism secretary was reported expressing confidence in the 6.4 million goal, with cumulative growth of 3.46% to that date. That 3.46% figure, reported in October 2026, is consistent with the eTravel series and inconsistent with the merged one. By 18 September 2026 the dashboard series showed growth of 0.78% for eight months. Both statements are true of their own instrument. Only one of them can be true of the target, and the target does not specify which.

There is a second complication, which is the China market. The Philippines opened 14-day visa-free entry for Chinese citizens in January 2026 at Manila and Cebu, and DOT has been seeking to extend it to Clark, Caticlan, Bohol and Palawan. Chinese arrivals rose from 1.74 million in 2019 to a peak that has never been recovered, then collapsed, and are now 310,088 on the eTravel basis for eight months of 2026, up 69.15% year on year. The October 2026 LPC estimate puts the gain at 93%.

A market growing at 69% or 93% from a small base is exactly where instrument differences bite hardest, because the base is small and the reclassification is large. If the visa-free expansion proceeds, the 2027 comparison will be built on a 2026 base that two instruments disagree about by 7,000 people in one market and 300,000 in total.

Receipts are the counter nobody argues about

Amid three arrival counters there is one number that has not been restated: money.

Tourism receipts for 2025 were PHP 694 billion. Tourism direct gross value added was PHP 2.27 trillion, or 8.1% of GDP, with shopping, accommodation and food services the largest components. Those figures come from the Philippine Statistics Authority’s tourism satellite account, which is built from expenditure surveys and business records rather than from a form filled in at the airport.

Dividing receipts by arrivals gives a rough yield per visitor. For 2025, on 6.44 million arrivals, PHP 694 billion works out to about PHP 107,800 per visitor, or roughly USD 1,900 at an exchange rate near 57 pesos to the dollar. That is a high figure by regional standards and it is one reason the arrival count matters less than it appears: a 300,000-person disagreement moves receipts by about PHP 32 billion, or 4.6%, if the marginal visitor spends the average. It does not move the GDP contribution, because the satellite account does not divide by an arrival count.

The distinction is worth holding on to. Arrival counters are an input to marketing and aviation planning. Receipts and value added are the economic output. When the two disagree, the output number is the one that has been through an accounting process.

What would settle this

Three things would close the gap, and all three are cheap.

First, publish the bridge. DOT has both series. A one-page table showing, for each source market, the eTravel count, the immigration count and the difference, would explain the 300,000 in an afternoon and end the guessing. Statistical agencies do this routinely when they change a collection method; the silence is a choice, not a constraint.

Second, restate 2025 on both bases and say so. The 2025 figure moved by about 412,000 between releases. Publishing both baselines, with the date each was computed, would let analysts compute a like-for-like change without inferring one.

Third, state which series the 6.4 million target is measured on. This costs nothing and removes an entire genre of misleading coverage, including the genre that quotes a merged total next to an eTravel market table.

Until then, the honest way to cite Philippine arrivals in 2026 is to name the instrument in the same sentence as the number. “4.4 million on the merged series” and “4.1 million on eTravel” are both accurate. “4.4 million visitors, with 818,318 Americans” is not, and it will keep appearing in print because the two numbers are one search apart.

Data basis

Data as of October 2026. The primary metric is international visitor arrivals for 1 January to 31 August 2026, as published by DOT in two releases and by LPC through Philippine media. All three totals are taken as published. The two crossed pairings in Table 2 divide one published numerator by another series’ baseline, which is arithmetic, not measurement.

Three definitions govern the work. The numerator counts persons, not trips. The growth denominator is the same eight calendar months of 2025. Markets are classified by passport, which is why the balikbayan treatment moves the United States line far more than the China line. One adjustment is deliberately not made: no returning-citizen flow is added or subtracted, because no publisher discloses it by market.

Limitations

• The LPC estimate is triangulation only; no sample, method or port coverage is published.
• The 2025 eTravel baseline is derived from a rounded 3.7% growth rate, so it carries about plus or minus 15,000.
• Receipts per visitor divides spending by an arrival count from another collection system, so it is an average, not a marginal yield.

Sources

• Department of Tourism , Philippine Tourism Data Dashboard and 2025 year-end results, September 2026 (site home)
• Economic Daily News , DOT January to August arrivals at 4.11 million, 4 September 2026
• Migrant Times , visitor arrivals edge up to 4.42 million through August, 19 September 2026
• The Nation Week , tourism and statistics, dashboard launch and 2025 value added, 18 September 2026
• China News Service via Toutiao , LPC estimate of 4.40 million arrivals, 7 October 2026
• Philippine Consulate General, Toronto , Balikbayan privilege under Republic Act 6768 and 9174 (site home)

 

This article was prepared by the expert team at Global Infinity Labs, drawing on insights and data provided through its MCP data services.

About Global Infinity Labs

Global Infinity  Labs is an AI innovation company specializing in MCP data services.

Email: support@globalinfinitylabs.com

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China’s Network Got 9.1% Busier. The Money Moved 0.7%.

A hydrant in Chengdu has a SIM card

By: Robert Sterling – SeaPRwire – Somewhere in Chengdu there is a fire hydrant that reports for duty every morning. It sends a short packet through a carrier’s network, several times a day, saying in effect that it is still a hydrant, still upright, still where the map says it is. The electricity meter in the same stairwell does something similar. So does the lift, the shared bicycle locked to the rack outside, and the parcel locker by the gate that has started charging tenants for the fourth hour of storage.

None of these objects has a voice plan. None of them streams video. Each of them holds a SIM card and each of them counts, in the regulator’s arithmetic, as a connection.

By the end of 2025 the three carriers in China (Mainland) — China Telecom, China Mobile and China Unicom — reported 2.888 billion cellular IoT terminal users, a net increase of 232 million over the year. That figure now exceeds the 1.061 billion mobile phone users on the same networks. Machines outnumber people on the Chinese mobile network by something close to three to one, and the ratio is still widening. IoT connections make up 61.3% of every terminal connected to those mobile networks.

This is the part of the story that never makes the press conference. The other part does: 5G base stations, gigabit fibre, computing hubs in the interior. Both parts are true, and they are true in the same year, and only one of them moves revenue.

The 9.1% and the 0.7%

Here are the two numbers the Ministry of Industry and Information Technology put at the top of its 2025 telecommunications statistics bulletin, released in late January 2026.

Telecommunications service volume — a quantity index, roughly a measure of how much traffic and how many connections the system carried, weighted and deflated — rose 9.1% year on year.

Telecommunications service revenue rose 0.7%.

Read those two lines next to each other for a while. Nine point one against zero point seven. A network that carried almost a tenth more of everything it carries, and brought in well under one percent more money for doing it. (The carriers will point out, reasonably, that volume and revenue measure different things, and that a deflated volume index is not a price. It is still a fairly stark pair of numbers to publish about yourself.)

This gap is not a Chinese peculiarity. Every operator in every market that built out fibre and 5G in the 2020s is living inside some version of it. What is distinctive about China (Mainland) is the scale at which the gap is now running, and the frankness with which the regulator puts both figures in the same bulletin.

The practical consequence lands on the capital side. If traffic grows at high single digits and revenue grows at a rounding error, then the return on the next base station is not the return on the last one. The engineering answer has been to chase cost out of the network. The commercial answer, so far, has been to sell connectivity in units nobody would have recognised as a product in 2015: a hydrant check-in, a lift diagnostic, thirty seconds of video from a dashcam.

Where the base stations sit

The build-out did not slow down. At the end of 2025 the country had 12.87 million mobile base stations in total, up 227,000 on the year. The split inside that number is more interesting than the total.

• 5G base stations: 4.838 million, a net addition of 588,000, now 6% of all mobile base stations, up four percentage points on the year.
• 4G base stations: 7.192 million, up only 80,000. 4G is still the larger single technology by site count, and it will be for a while.
• Base stations with 5G RedCap capability: 2.064 million, equal to 7% of all 5G sites.

That last line is the one that explains the hydrant. RedCap — Reduced Capability, the industry’s own name for the cut-down version of 5G — is designed for devices that need more than a legacy IoT chip and far less than a phone. Lower bandwidth, lower power, cheaper modules, no need for the full antenna count. Rolling it out across 42.7% of the 5G estate within roughly a year of it becoming a deployment priority is the carrier’s direct answer to the margin question: if the network is going to carry 2.888 billion things, then a large share of those things should occupy the cheapest possible slice of it.

On the user side, 1.204 billion 5G mobile subscribers were counted at the end of 2025, 65.9% of all mobile phone users, up 9.2 percentage points in twelve months. The migration is far enough along that the remaining 34% is now the harder half: older devices, price-sensitive users, rural households whose 4G handset still does everything they ask of it.

RedCap, the cheaper 5G

It is worth slowing down on RedCap, because it is the clearest example of how the Chinese network shifted from a consumer build to an industrial one.

A full 5G module in a sensor is absurd. You do not need multi-gigabit downlink to tell a district heating utility that a valve is closed. What you do need is a module cheap enough to deploy in tens of millions, a battery that lasts years rather than days, and a network that will still be maintained in 2035. RedCap trades bandwidth and latency headroom for exactly those three things.

The numbers on the ground are straightforward. Out of 4.838 million 5G base stations, 2.064 million had been upgraded to accept RedCap devices by the end of 2025. That is not a pilot. That is a coverage decision made at national scale, and it is what makes the 28.88 million-per-year growth in IoT connections physically possible rather than aspirational.

• Meters, hydrants, lifts and shared mobility: cheap modules, tiny payloads, years of battery life.
• Dashcams and in-vehicle units: intermittent bursts, moderate bandwidth, high device counts.
• Wearables and health monitors: low duty cycle, long replacement cycles, tight power budgets.
• Factory sensors and inspection cameras: the segment that actually justifies 5G’s latency claims.

The fourth category is the one the policy documents care about, and the one that is hardest to count. The first three are the ones that show up in the connection statistics, and they show up in enormous numbers.

Fibre, 10G PON, and 74.99 million kilometres of glass

Fixed infrastructure kept the same rhythm. During 2025, 2.113 million kilometres of new optical cable were laid, taking the national total to 74.99 million kilometres. For scale, the equator is about 40,000 kilometres, so the country now has enough glass in the ground to circle it roughly 1,875 times. (This is the kind of fact that appears in every national telecom bulletin and means very little, which is precisely why it appears in every national telecom bulletin.)

The useful numbers sit under it:

• Fixed broadband access ports: 1.251 billion, up 48.77 million.
• Fibre access (FTTH/O) ports: 1.21 billion, up 50.30 million, now 8% of all broadband ports.
• 10G PON ports capable of gigabit service: 31.62 million, up 3.419 million.
• Fixed broadband subscribers: 691 million, up 20.99 million.
• Subscribers on 1000 Mbps or faster: 238 million, up 31.57 million, 5% of all fixed broadband users.

Copper is functionally finished as an access technology. At 96.8% fibre ports, the remaining 3.2% is legacy estate being retired rather than a competing platform.

The gigabit number deserves a second look. Thirty-one point six million 10G PON ports serve 238 million gigabit subscribers, which is a ratio of roughly 7.5 subscribers per port — a reasonable split ratio for passive optical networking, and one that suggests the port build is running slightly ahead of subscriber demand rather than desperately behind it. Growth of 31.57 million gigabit subscribers in a year, against 20.99 million total broadband subscriber growth, means the gigabit tier is now where essentially all fixed broadband growth happens. People are not joining; they are upgrading.

Eight hubs, five of them in the west

The computing side is where national policy became physical concrete. The “East Data, West Computing” programme, known in Chinese as dongshu xisuan, was designed to move data processing away from the coastal provinces that generate it and toward the interior provinces that have cheap land and, more importantly, cheap electricity.

Eight national computing hub nodes were designated. Five of them are in the western region. The logic is not subtle: a training cluster or a cold-storage archive does not need to sit next to its users, it needs power that costs less and does not brown out in August, and land that a coastal municipality would rather use for something with a higher tax yield.

By mid-2025, the National Data Administration was reporting total computing capacity as second in the world by scale, alongside a claim about the geographic distribution that matters more than the ranking: interior nodes were taking a growing share of new capacity, and the coastal provinces were, for the first time, not the default answer to “where does this data centre go”.

Across the three carriers, 938,000 data centre racks were in service and offered externally at the end of 2025, up 108,000 on the year. That is a growth rate of about 13% in rack count, in a year when service revenue grew 0.7%. The description in the ministry’s own bulletin is revealing: the carriers’ focus has shifted from “broad coverage” to “deep integration”, from selling basic cloud resources to selling scheduling, and from building racks to making the racks they already have work together.

That shift is a margin story. Racks are capital. Scheduling is software. If you can sell the same rack twice by filling its idle hours, you do not need to build as many racks.

Racks, power, and the bill that arrives later

There is a cost to all of this that the connection statistics do not capture.

A 938,000-rack estate draws a great deal of electricity, and in China (Mainland) it draws it from a grid that is simultaneously absorbing an enormous build-out of solar and wind. The interior hubs were sited for cheap power, but “cheap power” in a province that is also industrialising fast is a moving target. Several western hub sites have already had to plan substation capacity alongside rack capacity, which is the sort of detail that turns a two-year project into a four-year one.

The second cost is the one that arrives later: depreciation. A base station built in 2020 is on a different depreciation clock from a RedCap upgrade installed on it in 2025, and a rack commissioned in a hub in 2023 is competing with racks commissioned in 2025 that are denser, better cooled and cheaper to run. The carriers’ capital budgets have to absorb both, and the revenue line grows at 0.7% while they do it.

• Network traffic and connections: up sharply, and the volume index says 9.1%.
• Revenue per unit of traffic: down, and the revenue line says 0.7%.
• Capital intensity: still high, because coverage commitments do not expire.
• Power and land: the input cost that the western hubs were supposed to solve, and partly have.

Put those four together and you get the actual strategic problem of Chinese telecom in the late 2020s. It is not a coverage problem and it is not a technology problem. It is the problem of an industry that has built something extremely good and has not yet found a way to charge for it in proportion to how good it is.

The west connected faster than the east

One regional detail in the bulletin deserves more attention than it got.

Gigabit subscriber penetration at the end of 2025, by region:

• Western region: 36.1% of fixed broadband users, up 4.4 percentage points.
• Eastern region: 34.6%, up 3.4 points.
• Central region: 33.9%, up 2.7 points.
• North-east region: 29.0%, up 5.4 points.

The west leads the east on gigabit penetration, and gained faster. There is a mundane explanation: the western provinces were starting from a lower base, and new build is cheaper to do at gigabit than upgrading an estate that already has copper-era plant in it. There is also a policy explanation, which is that the same programme that put five of eight computing hubs in the west has been pushing fibre and transmission spending there for several years.

Revenue, though, has not followed capacity eastward. Telecom service revenue share by region in 2025: eastern 50.9%, western 24.3%, central 19.7%, north-east 5.1%. The Yangtze River Delta on its own accounts for 23.2% of national telecom revenue; the Beijing-Tianjin-Hebei region, 9.1%.

So the network that is being built fastest is, in relative terms, being built where the money is thinner. That is a defensible national policy and a difficult commercial one, and the tension between the two is not going to resolve on its own.

Who pays for a network that keeps getting cheaper

Follow the money and the answer is: industry, mostly, and increasingly industry that is not telecom.

The 5G applications that show up in the ministry’s framing are industrial — connected factories, port automation, mining, grid inspection, and the “5G + industrial internet” category that has been in every five-year document since 2019. These are the applications that justify the latency and the slicing, and they are also the applications that require someone other than a carrier to do the integration work.

That is where the revenue shows up, if it shows up at all: not in the access charge, but in the system integration contract, the platform fee, the maintenance agreement. The carriers have spent a decade becoming very good at building networks and are now trying to become credible at selling everything wrapped around them, which is a different business with different margins and different competitors.

For the consumer side, the picture is simpler and less comfortable. Prices have fallen, speeds have risen, and 65.9% of mobile users are on 5G. Almost none of those users is paying a premium for it. The upgrade was absorbed into existing plans, which is exactly what the 9.1%-versus-0.7% pair describes from the other end.

1.19 billion HarmonyOS devices and 60% of AI patents

Two more figures from the same August 2025 State Council briefing are worth holding carefully, because both are large and both need a definition attached.

The first: the HarmonyOS ecosystem passed 1.19 billion devices, spanning more than 1,200 product categories — phones, cars, appliances, and a long tail of things that used to ship with a proprietary little operating system nobody updated. That is a genuine installed base, and it is the largest single piece of evidence that the country has an alternative client platform with real scale.

The second: 60% of the world’s artificial intelligence patents. This one is more slippery. Patent counts depend entirely on which office you count, whether you count applications or grants, and whether a family counts once or once per jurisdiction. Sixty percent of global AI patent filings is a defensible statement about filing behaviour at the national office. It is not a statement about who has the best models, and the briefing did not claim it was.

The reason both numbers belong in an article about telecom infrastructure is the same reason RedCap belongs in it. The build-out was never only about access. The stated goal, repeated across four years of policy documents, has been a domestic stack: domestic chips, domestic operating systems, domestic models, running on domestic networks, sold to domestic industry.

• Access layer: 4.838 million 5G sites, 1.21 billion fibre ports, 31.62 million 10G PON ports.
• Device layer: 1.19 billion HarmonyOS endpoints, 1.204 billion 5G subscribers.
• Compute layer: eight national hubs, five in the west, 938,000 external racks.
• Application layer: 2.888 billion IoT connections, 61.3% of everything attached to the mobile network.

Each layer is measured by a different agency, in different units, on a different schedule. That is precisely why the revenue figure is the one worth watching — it is the only number in the stack that cannot be flattered by choosing a unit.

What the bulletin declines to break out

A national statistics bulletin is a political document as well as a technical one, and its silences are informative.

There is no breakdown of IoT revenue per connection. There is no average revenue per user for the gigabit tier, only subscriber counts and port counts. There is no utilisation rate for the 938,000 racks, which is the single number that would tell you whether the western hubs are filling or standing half empty. There is no figure for how much of the 588,000 net new 5G sites were built to meet a coverage obligation rather than a demand signal.

None of these omissions is sinister. All of them are commercially sensitive, and a regulator that published them would hear about it. But a reader trying to work out whether the 9.1% versus 0.7% gap is narrowing or widening cannot do it from this bulletin alone, because the two lines that would settle it — revenue per IoT connection, and rack utilisation by hub — are exactly the two that are missing.

That leaves outside observers doing arithmetic on the numbers that are published. Divide 232 million net new IoT connections into the difference between total service revenue growth and what subscriber growth alone would explain, and you get a number with an enormous error bar and the right sign. It suggests IoT is being sold at a fraction of the per-unit revenue of a phone line, which is unsurprising, and that the fraction is not improving quickly, which matters.

Read the revenue line, not the press release

If you want to know how this goes, do not read the base station count.

Base stations are a commitment, and commitments get met. Racks are a commitment too. What is not a commitment is the revenue line, and that is where the honest information lives. Watch three things next year: whether service revenue growth climbs back above two percent, whether IoT connection growth continues to outrun any plausible growth in IoT revenue per connection, and whether the western hubs start reporting utilisation figures rather than capacity figures.

The hydrant in Chengdu will keep checking in either way. It has no opinion about any of this, which is of course the entire point of it.

source https://newsroom.seaprwire.com/press-releases/finance/chinas-network-got-9-1-busier-the-money-moved-0-7/