To Train AI, Drone Models, Ukraine Offers Battlefield Data To Allies

In another example of its increasing military dominance, Ukraine has announced that it will offer its extensive and valuable battlefield data - including videos - to help allies train their AIs, particularly for drone warfare. Given the US's tenuous relationship with Ukraine and its growing favoritism for Russia, it is not clear whether this offer will be extended to the US military.

It is likely that no other nation today has as much current warfare data available. JL

Will Shanklin reports in Engadget:

Ukraine's four-year war with Russia has made it the world leader in battlefield drone technology. The data it collects has become one of the country's most valuable assets. On Thursday, Ukraine said it will begin sharing its battlefield data with allies to train drone AI software. Ukraine has a platform that will safely train partners' AI models without providing sensitive data. The system is said to provide continually updating datasets, including large volumes of photos and videos. "Partners get the opportunity to train their AI models on real data from modern warfare. And [for] Ukraine: faster development of autonomous systems and new technological solutions for the front."

Ukraine Has Inflicted More Losses On Russia Vs New Recruits For 3 Months Straight

For the third consecutive month, Ukrainian forces have inflicted more losses on Russia than the Kremlin has able to replace with new recruits and conscripts. 

This is important for several reasons: first, it demonstrates that Russia is no longer in a position to advance significantly because it does not possess the troop strength or weaponry to break through. Second, it reveals that Ukrainian defenses and tactics have become even stronger and more effective. And thirdly, it confirms that Ukraine's publicly announced strategy of inflicting more casualties than replacements on Russia is working as intended, which is additional evidence of managerial intelligence and implementation. JL

Yulia Zavadska reports in the Kyiv Post and Demian Shevko reports in New Voice of Ukraine:

Russian military losses have exceeded the number of new recruits joining the Russian army for three consecutive months Despite mobilizing 40,000–43,000 people each month, Russia is losing up to 45,000 troops due to desertions, battlefield casualties, and the growing effectiveness of Ukrainian drone technologies. Russian battlefield losses in January exceeded the occupying army’s ability to replenish its forces by 9,000 troops. Documents indicate a shift in the ratio of killed to wounded troops: out of total losses, 62% are killed and 38% wounded. “The Kremlin has no intention of stopping offensive actions, although it is suffering significant losses on the battlefield, which for three months in a row have exceeded the number of reinforcements joining the Russian army.” 

Anthropic's Standoff With Pentagon Has Provided Talent War Advantage

Anthropic may have lost $200 million in Pentagon contracts, but perhaps not surprisingly, it has become the darling of the tech (and especially AI) world for its principled stance. 

At least two senior OpenAI executives have quit since that company signed what many seem to believe is a craven deal with the DoD that has now caused its leadership to pivot into damage control over what is perceived to be its sell-out. Tech was, back in the dotcom days, a haven for people who claimed to have values and principles. That image has become tarnished over the years, but AI may be a new source of such behavior. When Meta attempted to raid Anthropic last summer and threw vast sums around, Anthropic refused to change its compensation and ended up losing only two people. This fight, like the war with Iran that Anthropic's models have helped manage, could be a long one. JL

Meghan Bobrowsky reports in the Wall Street Journal:

Anthropic's standoff with the Defense Department has cost it a customer, but has brought an advantage in the talent war between rival AI labs. High-level employees have resigned from OpenAI, citing values principles, since it reached deal with the Pentagon. OpenAI’s recent defections offer a reminder that values have frequently trumped money for the most sought-after prospects. A group of employees of OpenAI and Google DeepMind filed a brief asking the court to side with Anthropic in its suit against DoD. Last summer, Meta mounted an aggressive campaign to woo researchers and engineers from rival labs including OpenAI, Anthropic, dangling compensation worth hundreds of millions of dollars. Anthropic told employees it wasn’t going to alter compensation to respond to Meta. It lost only two employees to Meta, versus “several dozen” from OpenAI. 

"Crucial" Russian Missile Control Systems Plant Struck By Ukraine

A plant that manufactures crucial electronic components for the guidance systems of Russian missiles was badly damaged by a Ukrainian missile and drone strike. 

The facility was in Bryansk, relatively close to the border with Ukraine, and in addition to the deaths and damage there, it further undermines Russian morale about how the war is being conducted. JL

Ivan Nechepurenko reports in the New York Times:

Ukrainian forces struck the Russian city of Bryansk, home to a major factory that produces components for Russian missiles, in an attack that killed six civilians and injured 42 others. The attack highlighted how Ukraine can hit high-value targets inside Russia despite Russia’s air defenses and the jamming of GPS and mobile internet. The plant, which lies 60 miles inside Russia, is a “critically important link” in the production of Russian missiles. The facility made “semiconductor devices and integrated microchips” for missile control systems. The plant is “one of the biggest microelectronics enterprises in Russia,” with more than 1,700 workers. Russian military bloggers, called the attack's success a result of “criminal negligence and unthinkable stupidity” by Russian officials.

Kremlin's "Buffer Zone" Strategy Has Been Derailed By Ukrainian Counterattacks

The Kremlin's winter strategy was to make gains so significant that Ukraine would be forced to concede to the Russian 'buffer zone' concept which would have required Ukraine to cede territory the Russian military was incapable of taking in fighting. 

Ukraine flipped that script by launching its own counteroffensive, opportunistically taking advantage of both weather and Starlink cutoffs that restricted Russian capabilities. The Ukrainians have now regained so much territory that the buffer zone concept is dead because Kyiv's forces now control formerly occupied Russian territory AND the ostensible buffer zones. JL

Martina Sapio reports in Politico:

Ukraine has regained almost complete control of its Dnipropetrovsk region and recaptured several hundred square kilometers of territory in recent counterattacks. Pushing Russian forces back undermines Moscow's attempts to establish buffer zones along parts of the border, and disrupts Russian plans for attacks in the spring and summer. As Russia’s full-scale invasion drags into its fifth year, with Moscow struggling to make significant advances despite committing large numbers of troops to grinding assaults along the front, the Ukrainian counterattacks are generating tactical, operational and strategic effects.  Moscow may now need to abandon or substantially revise its planned operations in Zaporizhzhia and Donetsk.

In Its 2nd Month, Ukraine Advance Wreaks Havoc, Exploits Russian Weaknesses

The Ukrainian southeastern counterattack continues to roll as Russian vulnerabilities in the region reveal new opportunities. The primary problem for the Kremlin's forces was that they held gray zone and even ostensibly occupied areas with inadequate troops, creating gaps which the Ukrainians have exploited.

The Russians have lost between 100 and 200 miles of territory, significant casualties and damaged equipment, as well as two battalion commanders killed by Ukrainian assault units and are in position to take the forward operating base of an entire Russian Combined Arms Army. JL

The Institute for the Study of War and David Axe in Trench Art report:

Ukraine's counteroffensive is now in its second month. After clearing Russians from 100 square miles of the gray zone east of Pokrovs’ke, advancing miles into Russian-controlled territory, Ukrainian paratroopers are within striking distance of Uspenivka, the forward base of the Russian 36th Combined Arms Army. Ukrainian infantry suppressed Russian recon and drone operators after infiltrating a sector where Russian forces did not have significant manpower. Ukraine has eliminated two Russian battalion commanders due to the dispersed, non-linear frontline. Russia did not have sufficient manpower and equipment to defend and develop advances along the Hulyaipole and Oleksandrivka sectors and need to commit additional resources as Ukrainian infantry and mechanized elements exploited gaps in Russian defenses

AI's Potential, Real Or Not, Is Providing An Excuse For Corporate Layoffs

Appending the word "wash" to any phrase implies a coverup. Although investors and big tech companies continue to hype AI while pouring more money into it, the reality is that its benefits remain elusive, at least on the potential scale which could deliver the returns VCs and tech bros were counting on. 

But one unforeseen implication of the tech adoption cycle is that corporate executives are using "AI washing" as an excuse to cut employees, a tactic always popular with Wall Street, especially during times like now when stock growth momentum has slowed. The result is a premature or even counterproductive trend which may result in harming the businesses employing this tactic to jack equity prices. This is because history teaches us the most effective technology adaptation may come from workforce experimentation and innovation, so if those people are laid off, productivity growth could be impeded. But never underestimate the power of an executive bonus tied to 'efficiency' metrics, which usually rely on employees being the costs cut. JL

Lila Schroff reports in The Atlantic:

Companies are blaming AI for job cuts, not because AI is ready to replace workers, but because it’s become fashionable. AI-induced job loss risks becoming a self-fulfilling prophecy (driven by) “AI-washing:” using the technology as an excuse to lay off workers. The cuts offer a way to shed workers while signaling they take AI seriously, not that AI is doing the work but, by cutting people, the company is AI-native. After Block announced layoffs, its stock price increased. Investors, who have unthinkable sums riding on AI, are antsy for signs it is boosting productivity. Once one company conducts AI-driven layoffs—even if premature—others feel pressure to do the same. (But) humans working with AI are more likely to produce good work than bots alone. Sloppy, hasty automation, which replaces workers with inferior (tech), is bad for businesses as premature AI layoffs backfire. Some of the “most promising AI applications will come from employees, not the C-suite."