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Will Putin use WMDs? Superforecasters ask if Russia will escalate the war

"The Russian leadership has shown itself willing to make high-risk decisions in the past" (Credit: Aris Messinis/ Getty images)

"The Russian leadership has shown itself willing to make high-risk decisions in the past" (Credit: Aris Messinis/ Getty images)


July 13, 2022   7 mins

The Russian invasion of Ukraine is dragging into its fifth month. Initially, most observers believed that Russian forces would steamroller weaker Ukrainian defences in days or weeks. Instead the invaders were pushed back. The conflict is now a slog, with grinding Russian gains made at enormous military and civilian costs in the south-east of Ukraine.

We wanted to look at the future of the war. Will it escalate — with the use of chemical or biological weapons, or expanding into attacks beyond the border of Ukraine? Or might the two sides reach a ceasefire? Fifteen forecasters with exceptional track records gathered to discuss these three questions:

  1. Before the 1st of August 2023, will chemical or biological weapons be used in the Russia-Ukraine war?
  2. Before the 1st January 2023, will there be a full-scale ceasefire declared between Russia and Ukraine?
  3. Will events involving Russian security forces result in 25 or more fatalities on a Nato member state’s territory before the end of 2023?

Before the 1st of August 2023, will chemical or biological weapons be used in the Russia-Ukraine war?
Median forecast: 12%

The use of proscribed weapons of mass destruction — by either side, although most people think Russian rather than Ukrainian forces are more likely to deploy them — would mark a significant escalation in the conflict, and a further breach with international laws and norms.

All forecasters think this outcome unlikely, although there is a reasonable spread — one puts it at a 1% chance, while another goes as high as 23%. It’s worth being clear that 12% is not a trivial chance: if the use of chemical or biological weapons would have serious repercussions, such as bringing Nato forces into the war (or simply killing large numbers of people with the weapons themselves), then that level of risk would be worth taking seriously. That said, there are chemical weapons and chemical weapons. Poison gas dropped on a city is very different from phosphorus weapons used against combatants.

One forecaster, who puts the outcome at 14% likely, reasons that Russia clearly has no moral problem with using chemical weapons. Putin’s regime has used them for targeted assassinations before, as in Salisbury. But it hasn’t deployed them in battlefield situations, even during the siege of Azovstal steel plant in Mariupol, “which would have been an ideal tactical condition to use them in order to kill or force out deeply entrenched opposition forces.” “I don’t think anyone wants to really escalate in this direction,” the forecaster writes, “but I can see some borderline cases of phosphorus use.”

Another points out that there are issues with resolving the question. There are rumours that Russia already has used chemical weapons in Mariupol, delivered by a small drone — but “given that the source for these claims was the Azov Battalion and the inability of any external observer to verify them, it’s hard to give them much credence”. They note that more clear-cut uses of chemical weapons in Syria remain controversial. So the chance of the question being resolved positively are somewhat smaller than the chance of chemical weapons being used.

Most of the forecasters feel that the upsides of using these weapons were low. “I don’t think chemical weapons or typical bioweapons are very tactically useful”, writes one. “It’s fairly likely they didn’t use them in Mariupol, a long and bloody siege; it raises the question ‘Where else might they use them?’”, writes another. And they feel that the downsides are large and obvious: not simply the risk of blowback from Nato, but the cost elsewhere. “Some level of semi-explicit Chinese political support is required [for Russian war aims], and this gets harder to maintain if WMDs are used”, they write. “It would also make it harder for European states to push Ukraine to accept a ceasefire that cedes Crimea and Donbas.”

That said, forecasters whose estimates were on the higher end pointed out that expecting Russia to make sensible, rational decisions was not always a smart bet. “There are far more negative political ramifications for using chemical weapons than tactical or terror gains from them to make it a good decision”, one writes. “But I’m not lower than 15% because Russia has already made many bad decisions.” Escalation of the war via proscribed WMDs would indeed be risky, writes another, but: “Putin’s full-scale invasion of Ukraine was a fairly risky decision, so it seems that he is certainly willing to take measures that Western geopolitical analysts previously thought were extremely unlikely.”

Before the 1st January 2023, will there be a full-scale ceasefire declared between Russia and Ukraine?

Median forecast: 21%

While the use of WMDs would represent an escalation, the war could go the other way, and begin to wind down. But while the forecasters felt that was more likely than the deployment of weapons of mass destruction, they all — even the most optimistic — still feel that it’s an unlikely outcome. The highest probability given was 30%.

For a ceasefire to become a realistic possibility, one points out, at least one side in the conflict would have to see diminishing political support for the war. Similarly, they would have to see some sort of tactical advantage in ceasing hostilities for a period. But it is doubtful whether Ukrainian public opinion will shift, at least until the winter, if limited gas supplies and damage to electricity generation lead to widespread energy shortages. (As a second forecaster writes: “The will of the public in Ukraine is definitely not in favour of accepting Russian aggression at this time.”) Despite heavy Ukrainian losses, they have manpower reserves, a constant flow of Western weapons, and training support to use those weapons.

On the Russian side, “casualties seem to be running at an unknown but politically manageable level, and the Russian state has the financial resources to shore up at least temporary population support with higher levels of social spending,” the same forecaster writes. The regime is insulated from the worst of the political consequences of casualties since most of the urban warfare has been fought by troops from the Donetsk and Luhansk People’s Republics rather than those recruited in Russia itself. And Putin’s industrial base should be able to support the warfare we’re currently seeing — “slow concentrated troop movements preceded by the application of massive artillery bombardments, the kind of thing the Russian military is good at” — for “many years to come”, even with Western sanctions.

There is, writes one forecaster, “some fairly low chance the Ukrainians could come under pressure from the central Europeans to move towards peace” as the economic consequences of the war continue to bite, and as concerns grow about a widening of the war. “But I’m reasonably pessimistic, as I think Ukraine will have to be in a different position or hold quite a different mentality to be able to give up any of its land for a ceasefire to hold,” they continue. “I think the Ukrainian leadership will pretty much fight until they are not supported by the West.” The West’s stockpiles of weapons and munitions are depleting, but there’s plenty left in reserve, especially if you include lower-tech weapons than those currently being sent.

In the credit column, the political leaders might not be implacably opposed to a ceasefire. Volodymyr Zelensky has said that he wants the war to end, notes one forecaster, “and seems somewhat willing to compromise for that to occur”. Meanwhile Putin “could be open to a deal taking place if he still has some way to save face and convince Russians that it was still a victory, such as the capture of a small but strategic piece of territory”. “Six months is a long time”, writes one forecaster, and the political and military situations could change dramatically. But nonetheless, it remains unlikely. “I could see a small-scale ceasefire for a couple of cities for a short humanitarian window — early March had one for two cities”, says another. “But a full-country ceasefire would be a much less likely scenario.”

Will events involving Russian security forces result in 25 or more fatalities on a Nato member state’s territory before the end of 2023?

Median forecast: 8%

Not long ago, it looked as though there was a chance that conflict would expand. The Russian port of Kaliningrad on the Baltic Sea is cut off from the rest of Russia by a 40-mile stretch of Lithuania known as the Suwalki Corridor. In June Lithuania said it would restrict exports of goods into Kaliningrad through its territory. Russia responded with threats to seize the Corridor and join its territories together.

That seems to have eased off. “The chance of something going wrong in Lithuania seems much lower than it did a couple of weeks ago,” one forecaster says, “but it was a good example of how things can escalate due to nested games and mistakes. There is plenty of scope for conflict spillovers and accidents as well as intentional escalation.”

Nonetheless, the forecasters think most of the Russian rhetoric is “chest-thumping without action” and that “actually Russia is very careful about going to war with Nato.” If they were to do it, Lithuania is the likely starting point, but “it would be a massive escalation and I think both sides really want to avoid it”.

Still, there are other ways for the question to be resolved positively other than a deliberate action in a Baltic state. One would be a stray missile hitting a Nato country. Another would be the accidental shooting-down of a passenger plane. Then there are other conflicts Russia is embroiled in. “Russia and Turkey have a ceasefire in Syria”, notes one forecaster, and Turkey is a Nato member. But that is also doubtful: “There have been no deaths caused by Russian soldiers on Turkish soil. A Turkish F4 was shot down by Syrian forces in 2012, but that incident was over international airspace and did not involve Russia.”

Russian attacks on military bases near the Ukrainian city of Lviv could also lead to the question being resolved positively. Lviv is 70 kilometres from the Polish border and there are military bases within 10 kilometres of that border, at least one of which has been attacked already. A missile launched from the Black Sea that misses its target could conceivably hit Poland.

The forecasters agree that intentional escalation seems far too risky to occur. “If this were to happen, I think it would either be the result of an accident or because a small amount of Russian forces or a Nato member’s forces attacked the other side without permission”, writes one. Even that is dubious, but if it were to happen, “I think both leaders would try to de-escalate just because the ramifications would be too terrifying (a nuclear exchange) if they didn’t defuse the situation.” Taking that into account, one forecaster points out that, “One and a half years are an eternity here, and the situation could change”, so they kept an 8% chance to represent the uncertainty.

The most likely outcome is that the war does not escalate either with the use of chemical and biological weapons, or the deaths of significant numbers of people on Nato soil through Russian action. That’s mainly because the risks of widening the conflict would be significant and the benefits nebulous for all parties. Doubt does remain though. We know that the Russian leadership has been willing to make high-risk decisions in the past, not least launching the invasion in the first place.

On the other side, an imminent ceasefire is also unlikely, because public opinion in both Russia and Ukraine would be against it, and both countries have the manpower and resources to continue fighting, Russia through its own industrial base, still producing though affected by sanctions, and Ukraine with Western support.

***

A version of this research first appeared on the Swift Centre.


The Swift Centre publishes forecasts from a panel of highly experienced and accurate forecasters including Good Judgment Project Superforecasters and financial industry professionals.

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N T
N T
2 years ago

I did two years with Good Judgment Project. I was never good enough to be a Super forecaster. Those that were were very, very good at evaluating very thorny questions that had limited information.

Dermot O'Sullivan
Dermot O'Sullivan
2 years ago
Reply to  N T

I was going to ask what their track record looked like.

Alan Elgey
Alan Elgey
2 years ago

Indeed. It would be useful to know if the Super forecasters were accurate in their forecasts, or just very good and plausible in writing them up, but in the event highly inaccurate.

N T
N T
2 years ago

The point of GJP, when I was a part of it, was to get to the correct prediction, as early as possible, and come correct, if you recognized that you were probably wrong, as early as possible. The probability you placed on an event occurring diminished either your credit for being right, or your “punishment” for being wrong.
So why not go all-in with certainty? The scoring is tilted toward “Don’t be wrong” – your score gets hammered almost double for being wrong than the credit you get for being right. The idea was/is to get participants to hedge, because in the real world things change, and surprises happen (Trump happened. Boris happened. Brexit happened.)
While participants were generally open with their research and their thinking, there was no incentive to share. There were also several subgroups that formed as people got together to work on a problem and discuss it amongst themselves.

Steve Jolly
Steve Jolly
2 years ago

The reality here is that there is little prospect of Ukraine retaking their lost territory. Their slim hope for victory always lay in forcing the Russians to retreat by inflicting heavy casualties that caused political problems for Putin and led to him abandoning his goals. In the first days of the war, that’s exactly what happened. Russia attempted a blitzkrieg style all out offensive similar to what the US did to Iraq on two occasions. That failed, but wars are rarely won or lost by the success or failure of the initial engagements. Russia sensibly changed their strategy to focus on the East and changed tactics to saturation artillery and a slow and methodical destruction that levels entire towns and leaves few assets for either side, typical Russian scorched earth warfare, a brutal yet effective approach. Their casualties slowed while Ukraine’s casualties climbed. Ukraine is now facing unsustainable casualty levels, while Russia has weathered both the sanctions and their early setbacks. Having seized most of the territory they wanted, Russia only has to hold their gains and focus on a smaller front. Ultimately, the political realties will likely prevent a permanent peace treaty, because neither Ukraine nor NATO will want to cede territory and basically concede defeat, nor would Putin hand territory back when he has no reason to do so. What we’ll get is an open ended situation like Korea where there’s no peace treaty, just a cessation of open hostilities when both sides decide there’s not enough justification for continued military losses.

Ian Stewart
Ian Stewart
2 years ago
Reply to  Steve Jolly

Nah it can’t settle as open ended for Russia, since even with China’s backing their economy and general development is screwed for as long as they’re subject to sanctions. So there has to be a settlement. The longer the war lasts, the more Russian development falls behind the rest of the world. They need to get a settlement in the next year I’d say.

martin logan
martin logan
2 years ago
Reply to  Steve Jolly

HIMARs?

Chauncey Gardiner
Chauncey Gardiner
2 years ago

And there is American public opinion and the midterm elections on November 8 of this year. After all, who is paying the bills in Ukraine? The United States.
If the Biden administration were to press the Ukrainians to cut a deal, the Ukrainians would cut a deal.
The Administration had hoped that the war in Ukraine would induce the public would “rally around the President.” It is hard to discern a definitive rally effect in the polling data, but the Administration will do anything until the elections in November if it perceives that something might mitigate electoral losses.
Prediction: The Ukrainians will not move to cut a deal before the midterm elections. But, right after … If the Democrats get smashed in the election, then look for a deal.

Anos Sullivan
Anos Sullivan
2 years ago

Pray the midterms are a blood bath for Democrats and we can finally shed ourselves of the parasitic Ukrainians.

Brian Villanueva
Brian Villanueva
2 years ago

In other words, the future will look like the present, just a little worse, with with more broken stuff and more dead people.

Friedrich Tellberg
Friedrich Tellberg
2 years ago

A cease-fire is only likely if someone finds an off ramp for our Western leaders. This war is lost by the West, for three reasons well known to all observers:
1. The economic sanctions failed. Russia is exporting even more oil than in January this year (3 million barrels a day back then, 3,7 million a day in June). It is still exporting oil even to the EU (somewhat less than a million barrels – forget about natural gas). The rouble did not collapse at all. Russia’s treasury is doing fine.
2. Miracle weapons from the West that would enable Ukrainians to reconquer their territory without a single NATO soldier and, magically, even without an escalation by Russia to WMD’s, is on the verge of superstition. This not a a soccer game guided by fairplay and under the rules of FIFA. Besides, weapons deliveries at scale are yet to be seen at the front.
3. Russia already controls more than 20 percent of the Ukrainian territory, and more importantly, controls most of the most valuable parts.
The West made a miscalculation as terrible as Putin in the opening stage of the war, by putting all their cards on winning a just war.
There will be a cease-fire somewhere before mid 2023, for no European country is willing to sustain tremendous energy prices with no outlook a something that could be called “Victory”.

Ian Stewart
Ian Stewart
2 years ago

They can’t even make a basic car. They’re screwed.

martin logan
martin logan
2 years ago

The real point is that we must keep sanctions in place far longer than any hostilities.
And that’s entirely achievable. As long as Russia refuses to give back Crimea, we can keep isolating Russia from the world economy. China is already having a major economic downturn, and may join Russia in the slough very soon. Ditto for authoritarian India.
This is a war very much like the Napoleonic Wars or WW2. It may take years. But in the end, for the last 500 years, when a single power tries to dominate Europe, it always ends up the loser.
Ask the Spanish. Ask the French. Ask the Germans.
And, finally, ask the Soviets.

Anos Sullivan
Anos Sullivan
2 years ago
Reply to  martin logan

Ukraine is Europe’s problem, let them handle it.

Jeff Andrews
Jeff Andrews
2 years ago

The war may have been over quickly if they’d killed or captured Zilinsky the first night like they’d hoped, nevertheless it was a long shot so on to plan B. Which will cost a lot more AFU and Ukrainian civilian lives. Weapons to Ukraine won’t solve it for NATO, not least because a third don’t get there. For example, a French Caesar howitzer sells for a Russian passport and an apartment there, to the French it’s €7 million wasted.
Anyway Zelinsky has now demanded €9 billion a month from the EU plus many more expensive weapons and ammo so since it’ll ultimately bankrupt them I’d expect they’d stop at nothing to get this stopped any way they can, so maybe we can expect to see some false flag attack from the EU especially since London will be Russias first target.

Andrew F
Andrew F
2 years ago
Reply to  Jeff Andrews

Just replace Zelensky with Churchill and read what you wrote.
Yes, maybe killing Churchill would allow Halifax faction to prevail.
And negotiate some sort of peace with Hitler.
Would it hold, would it be sensible long term?
If Ukraine wants to fight, 9 billions per month is not much for the West.
People like you would surrender to Stalin or Hitler at first opportunity.

Paul O
Paul O
2 years ago
Reply to  Andrew F

9 billion a month isn’t much for the west? You’re kidding.

We are travelling at rocketspeed into a polycrisis the likes of which the world has never seen. Hundreds of millions of innocent people are going to starve and millions will die. There will be rioting in the streets, massive protests (Sri Lanka is just the start) and poverty that is off the scale.

And that is just for starters.

The 9 billion a month is just the down payment to keep this proxy war going. The true cost is already in the trillions.

Last edited 2 years ago by Paul O
Jeff Andrews
Jeff Andrews
2 years ago
Reply to  Andrew F

€9 billion isn’t much! No wonder the the west is doomed.
I was commenting on what was the Russian plan, since the writers either assume Russia will use a nuclear weapon or somebody will, to make it look like Russia. I don’t know what you’re rabbiting on about about Halifax,,replacing Churchill,, etc,etc. I was in Iraq and that was a bloody disaster as well so i wouldn’t put too much faith in NATOs abilities.
My feelings on Zelinsky are he’s a criminal, surrounded by them and supported by them. The quicker that so called country is denazified and demilitarised the better.

Anos Sullivan
Anos Sullivan
2 years ago
Reply to  Andrew F

The idiot globalists may very well push Putin to a corner where he has to use nukes, then like anyone who supports Ukraine, we all will seem stupid.

Nigel Watson
Nigel Watson
2 years ago

Shivering at home, unable to afford to turn on the heating – a price well worth paying for a spot of, Ukrainian, flag waving, virtue-signalling? Total clown world. Fortunately, actions have consequences, and those consequences will be felt by the ‘normies’ who mindlessly went along with this garbage: you reap what you sow. https://www.youtube.com/watch?v=nLhSp0XgWZU&t=197s

Anos Sullivan
Anos Sullivan
2 years ago

Ukraine is a corrupt country and we should not be supporting or assisting them. Zelensky is a puppet to the EU and American globalists.