Vladimir Gusinsky and Mikhail Lesin were two influential Russian media figures involved in the post-Soviet media landscape. Gusinsky, a prominent media mogul and founder of the NTV television network, had a contentious relationship with the Kremlin and ultimately fled Russia. Lesin, a former press minister and media advisor to the Kremlin, was instrumental in shaping the state-controlled media and played a key role in developing the industry. [1, 2, 3, 4, 5, 6, 7, 8, 9]
Here’s a breakdown of their roles and interactions:
Media Mogul: Gusinsky was a highly successful businessman who founded NTV, the first major independent television network in Russia after the collapse of the Soviet Union.
Controversial Figure:His media outlets were critical of the government, leading to ongoing conflict with the Kremlin and President Vladimir Putin.
Fled Russia: After facing criminal charges and pressure from the government, Gusinsky was forced to flee Russia in 2000.
Later Life: He continued to be involved in media, though his influence in Russia diminished.
Government Official and Advisor:Lesin served as Russia’s Minister of Press, Television, and Radio, and later as an advisor to President Putin.
Shaped State Media: He played a significant role in establishing and controlling state-aligned media, often working to consolidate power and promote the Kremlin’s agenda.
Controversial Figure: Like Gusinsky, Lesin was a complex and controversial figure, with critics accusing him of suppressing media freedom.
Mysterious Death: Lesin died in 2015 under circumstances that remain debated, with some sources attributing his death to natural causes and others suggesting foul play.
Gusinsky and Lesin’s paths crossed when Lesin was in a position of power within the government and Gusinsky was a target. Lesin was instrumental in the crackdown on independent media, including NTV, and ultimately contributed to the decline of Gusinsky’s media empire.
In essence, Gusinsky represented the struggle for independent media in Russia, while Lesin represented the state’s efforts to control the narrative. [1, 26, 27, 28]
How to measure the efficiency of the Intelligence Agencies? – Google Search https://t.co/uh8kZjOa6p
Intelligence and Counterintelligence – AI Overviewhttps://t.co/od8CaOgQoj
Measuring the efficiency of intelligence agencies involves evaluating various aspects of their… pic.twitter.com/2LnIG1Lj1i
Measuring the efficiency of intelligence agencies is a complex endeavor, fraught with unique challenges not typically encountered when evaluating other government organizations or private sector entities. Due to the clandestine nature of their work, the sensitivity of their information, and the long-term and often indirect impact of their efforts, traditional metrics of efficiency, such as cost-benefit analyses or direct output measurements, often fall short.
However, a more nuanced approach can be taken by considering a range of factors and indicators, both qualitative and quantitative:
1. Outcome-Based Measures (Effectiveness leading to Efficiency):
Prevention of Threats: Arguably the most critical measure. How effective is the agency in preventing terrorist attacks, cyber intrusions, espionage, and other threats to national security? This is difficult to quantify directly but can be assessed through:
Number of disrupted plots or attacks: While a significant indicator, it doesn’t capture the full scope of deterrence.
Reduced impact of successful attacks: Were the consequences mitigated due to timely warnings or intelligence-led responses?
Expert assessments and after-action reviews: Qualitative analyses of how intelligence contributed to averting or minimizing harm.
Strategic Warning: How timely and accurate is the intelligence provided to policymakers regarding emerging threats and crises?
Accuracy of forecasts and assessments: Evaluating historical intelligence products against actual events.
Timeliness of dissemination: Was the information available when needed for decision-making?
Impact on policy decisions: Did the intelligence inform and improve the quality of national security strategies?
Support to Operations: How effectively does intelligence support military, law enforcement, and diplomatic efforts?
Actionable intelligence provided: Did the intelligence lead to successful operations or outcomes?
Relevance and accuracy of targeting data: In military contexts, this is a critical measure.
Situational awareness enhancement: Did intelligence improve the understanding of the operational environment?
2. Process-Oriented Measures (How efficiently are tasks performed?):
Timeliness of Production and Dissemination: How quickly is raw intelligence processed, analyzed, and delivered to the relevant consumers?
Mean time to produce finished intelligence products.
Speed of dissemination through appropriate channels.
Resource Management: How efficiently are financial, human, and technological resources utilized?
Cost-effectiveness of collection platforms and operations.
Personnel productivity and workload management.
Minimization of redundancies and overlaps within and between agencies.
Information Management: How effectively is intelligence data stored, retrieved, and shared (appropriately)?
Efficiency of data processing and analysis tools.
Accessibility of relevant information to authorized users.
Security and integrity of data holdings.
Accuracy and Reliability: What is the track record of the agency in producing accurate and reliable intelligence?
Low rate of errors or retractions.
High confidence levels in assessments, clearly communicated.
Effective validation and vetting processes for sources and information.
3. Trust and Perception-Based Measures:
Public Trust and Confidence: While difficult to directly link to efficiency, public trust can impact an agency’s legitimacy and effectiveness in the long run.
Surveys of public opinion (though these can be influenced by many factors).
Media coverage and public discourse surrounding the agency.
Customer Satisfaction: Feedback from policymakers, military commanders, and other intelligence consumers regarding the utility and quality of intelligence products and services.
Formal feedback mechanisms and surveys.
Informal communication and engagement.
Adherence to Legal and Ethical Standards: Efficient intelligence gathering should not come at the expense of legality and ethics.
Number of legal challenges or violations.
Oversight body reports and findings.
Internal compliance mechanisms and audits.
Challenges in Measuring Efficiency:
Secrecy and Classification: The very nature of intelligence work limits transparency and the ability to use open-source data for evaluation.
Long-Term Impact: The benefits of intelligence work, such as preventing a future attack, are often intangible and difficult to attribute directly.
Complexity of Threats: The evolving nature of threats requires constant adaptation, making it hard to establish consistent benchmarks.
Attribution Issues: It can be challenging to definitively prove that an intelligence action directly led to a specific outcome.
Politicization: Intelligence assessments can sometimes be influenced by political considerations, complicating objective evaluation.
Lack of Standardized Metrics: There is no universally agreed-upon framework for measuring intelligence efficiency across different agencies and countries.
Moving Forward:
Measuring intelligence agency efficiency requires a multi-faceted approach that combines quantitative data where possible with qualitative assessments and expert judgment. Emphasis should be placed on:
Developing clear objectives and priorities: This provides a basis for evaluating whether the agency is achieving its intended goals.
Establishing robust oversight mechanisms: Independent bodies can provide objective evaluations and identify areas for improvement.
Promoting a culture of evaluation: Encouraging internal assessments and lessons learned.
Investing in data analytics and technology: To better track processes and outcomes while respecting security constraints.
Fostering dialogue between intelligence professionals, policymakers, and oversight bodies: To develop more effective and relevant measures of efficiency.
In conclusion, while a simple “efficiency score” for an intelligence agency is unrealistic, a comprehensive and thoughtful evaluation framework that considers outcomes, processes, and perceptions, while acknowledging the inherent challenges, can provide valuable insights into how effectively these vital organizations are operating and where improvements can be made.
Measuring the efficiency of intelligence agency AI systems requires a multi-faceted approach, encompassing quantitative performance metrics, qualitative assessments, and ethical considerations. Key areas to focus on include system performance and outcomes, risk management, ethical implications, social impact, and organizational readiness and adoption. [1, 2]
Accuracy: How often the AI system’s predictions match actual outcomes. [3, 3]
Speed and Latency: How quickly the AI system can process information and generate results. [4, 4]
Efficiency and Scalability: How efficiently the AI system utilizes resources (time, space, energy) and how well it handles increasing workloads. [5, 5, 6, 7]
Task Completion Time: How long it takes for the AI to complete assigned tasks. [8, 8]
User Satisfaction: How effectively the AI system assists users in their work. [9, 9]
Uptime and Error Rate: How consistently the AI system is available and how often it produces errors. [10, 10]
Human Oversight: Maintaining human oversight of the AI system to ensure accuracy, fairness, and accountability. [11, 11, 28, 29, 30, 31]
Continuous Monitoring and Improvement: Regularly evaluating the AI system’s performance and making adjustments as needed. [1, 1, 32]
Collaboration and Knowledge Sharing: Fostering collaboration between intelligence agencies, researchers, and policymakers to develop best practices for using AI in intelligence. [11, 11, 33, 34]
AI Review: How to measure the efficiency of the Intelligence Agencies?
Measuring the efficiency of intelligence agencies is a complex endeavor, as their work often involves secrecy and long-term impacts that are difficult to quantify
.
Here’s a breakdown of how one might approach measuring their efficiency, with a focus on challenges and potential metrics:
Challenges:
Secrecy and Sensitivity: Many operations and results are classified, making public or independent assessment difficult.
Attribution and Causality: It can be challenging to directly link specific intelligence activities to positive outcomes or to determine if a particular event would have unfolded differently without the agency’s involvement.
Defining Success: What constitutes “success” for an intelligence agency can be multifaceted and subjective, ranging from preventing terrorist attacks to informing policy decisions.
Long-Term Impacts: The impact of intelligence work may not be immediately apparent and can unfold over years or decades.
Potential Metrics & Evaluation Areas:
Timeliness and Accuracy of Intelligence:
How quickly and reliably does the agency deliver actionable intelligence to decision-makers?
How accurate are the agency’s predictions and assessments of threats and opportunities?
Effectiveness in Achieving Objectives:
Has the agency successfully disrupted terrorist plots, countered foreign espionage, or supported military operations?
How effectively does the agency contribute to achieving national security goals as defined in strategic documents like the National Security Strategy?
Efficiency of Operations and Resource Utilization:
How cost-effective are the agency’s intelligence gathering methods and analysis processes?
Are there areas where duplication or inefficiency can be addressed?
Responsiveness to Policy Needs:
How effectively does the agency anticipate and respond to the evolving intelligence needs of policymakers?
Is the agency’s intelligence product tailored to the specific requirements of different customers (e.g., policymakers, military leaders)?
Adaptability and Innovation:
How effectively does the agency adapt to emerging threats and technological advancements (e.g., AI, cyber)?
Does the agency foster a culture of innovation and continuous improvement in its methods and technologies?
Compliance and Oversight:
Does the agency operate within the bounds of the law and respect civil liberties?
How effectively are oversight mechanisms (e.g., legislative committees, inspectors general) functioning?
Methods for Evaluation:
Independent Reviews: Commissions or panels of experts could conduct periodic reviews, accessing classified information and interviewing agency personnel.
Performance Audits: Inspectors General within the agencies or parent organizations can assess operational efficiency and compliance.
Feedback Mechanisms: Soliciting feedback from policymakers and other users of intelligence products can provide insights into the agency’s effectiveness and responsiveness.
Comparative Analysis: Benchmarking the performance of intelligence agencies against those of other countries (where possible) can offer insights into best practices and areas for improvement.
Important Considerations:
Balancing Security and Transparency: Any evaluation framework must carefully balance the need for accountability and transparency with the need to protect sensitive information and sources.
Avoiding Unrealistic Expectations: Intelligence agencies operate in a complex and uncertain environment, and not all threats can be anticipated or prevented.
Qualitative Insights: Metrics should be complemented by qualitative assessments that consider the broader context and the agency’s contribution to national security.
AI Mode is experimental and can make mistakes. Learn more
Articles and Tweets X1hRT by @mikenov: RT by @mikenov: Briefing from Mykhailo Drapatyi, Ihor Skybiuk, Yevhenii Khmara, and Pavlo Palisa. We discussed in detail the challenges we are facing now because of Russia’s tactics of ballistic missile strikes, and our ability to counter this tactic, both at the military and diplomatic levels. We identified solutions and technological steps, as well as asymmetric measures that can give Ukraine greater protection. There was a briefing on the situation at the front, primarily in the areas of Slovyansk and Kostiantynivka, and also on the situation with the maritime export corridor – what has already been done in this area and what action plan is still to be implemented. I am grX4hRT by @mikenov: RT by @mikenov: An FT analysis of refinery layouts, photographs, satellite images and thermal-infrared data shows that damage at several major Russian refineries has persisted for weeks or even months after attacksX7hRT by @mikenov: RT by @mikenov: 🇺🇸🇮🇷🔥America’s Precision Strike Missile (PrSM) worth $1.6 million per launch has carried out major strikes across the iranian Mountain with heavy affecting iranian IRGC. 🚨US currently producing low-cost thousands of Precision Strike Missile, LUCAS drones, U.S. Patriot Interceptor to continue a long-war in Middle East.X8hRT by @mikenov: RT by @mikenov: 🚨 BREAKING: 🇺🇸 U.S. President Donald Trump warned Russia, saying: From now on, you must not provide financial support to Iran, nor should you supply it with weapons. 🇷🇺 Russian President Vladimir Putin responded: We are not providing financial funding to Iran. We are only selling weapons, including advanced technology. That is our business because we also have to support our country’s economy, and we are not afraid of anyone’s threats. We will continue supplying weapons to Iran. 🇺🇸 Trump replied: If you continue making deals with Iran, we will cancel all our agreements with Russia. We will also impose a 100% tariff on all Russian products, which will puX9hRT by @mikenov: RT by @mikenov: 🚨Alert: Yemen Houthi forces are now demanding toll payments from all ships that want to pass through the Red Sea. Only Chinese, Russian and Iranian ships can pass now.X12hRT by @mikenov: RT by @mikenov: 🚨🇺🇸 Trump EXPLODED at his own national security team over Iran… and his advisers still can’t agree on what the war is even for. -Trump reportedly erupted during a meeting last week with top national security officials, yelling expletives out of frustration over his military options and his inability to close a deal, though Leavitt denies he lost his temper -The deeper problem is that nobody agrees on the goal: preventing an Iranian bomb, reopening Hormuz, or wiping out the missile and drone program, and without that answer the endgame planning has gone nowhere -One U.S. official’s blunt summary: “We have had a series of tactical victories, but are facingX20hRT by @mikenov: RT by @mikenov: 🇷🇺🇺🇦RUSSIA has positioned 13 strategic bombers fully equipped with Kh-101s cruise missiles for possible attack on Ukraine tonight. 📍6 Tu-95s stationed at Olenya Airbase 📍7 Tu-160M stationed at Ukrainka Airbase. Its unclear whether Russia will use all 13 bombers for the attackX21hRT by @mikenov: RT by @mikenov: Sweden is creating a new civilian foreign intelligence agency, UND, modeled on Britain’s MI6 after its military intelligence misjudged Russia’s 2022 invasion of Ukraine. The new agency will focus on political and strategic intelligence, reflecting a broader European push to strengthen independent intelligence capabilities amid growing security threats and uncertainty over U.S. support. Source: The EconomistX13hRT by @mikenov: RT by @mikenov: The Wall Street Journal reports that President Donald J. Trump is weighing whether to resume major combat operations against Iran following Tuesday’s missile attack on U.S. forces, with CENTCOM Commander Adm. Brad Cooper presenting an option for 10–14 days of intensive airstrikes aimed at crippling Iran’s remaining missile capabilities. According to the Journal, Cooper argues a larger offensive would reduce Iran’s ability to launch future attacks and lessen the long-term demand for U.S. air defense interceptors. By contrast, Joint Chiefs Chairman Gen. Dan Caine has warned that dwindling interceptor stockpiles increase the risks of a renewed campaign, though thX3h#Russia’s Pivot #East: A Strategic Gamble My Opinion: #Putin made the major strategic mistake: he turned Russia’s pivot to the East; it comes and goes in waves. It feels that this latest backward wave will be short lived; it contradicts the main trend of the latest several centuries. Putin will pay for this historical blunder. Gemini: AI Mode: Russia’s “pivot to the East” represents one of the most significant geopolitical shifts in modern history, sparking intense debate among historians and foreign policy analysts regarding its long-term viability. ArgumentsX3h#Russia’s Pivot #East: A Strategic Gamble My Opinion: #Putin made the major strategic mistake: he turned Russia’s pivot to the East; it comes and goes in waves. It feels that this latest backward wave will be short lived; it contradicts the main trend of the latest several centuries. Putin will pay for this historical blunder.X8hRT by @mikenov: RT by @mikenov: 🇷🇺🇺🇦 All the latest reports keep focusing on the war itself, not on how Russians actually feel about it. Zelensky just told Sky News that Ukrainian intelligence shows Russia preparing a new mobilization wave of 300,000 to 500,000 men, likely after the September elections. The goal is clear: feed more bodies into the fight as current recruitment fails to keep up with losses. At the same time, Ukrainian drones scored another precise hit in occupied Crimea. They destroyed an S-400 launcher and its critical 96L6 radar just north of the Crimean Bridge. That system is one of Russia’s main long-range air defense assets. Taking out the radar helps blind the batterX9hRT by @mikenov: RT by @mikenov: Benjamin Netanyahu tells Christian Zionists in America that his bloodline comes directly from the original Hebrews in Jerusalem. He says his bloodline provided the world with freedom and faith and is now under attack by antisemites. Netanyahu wants Christian Zionists to “fight, fight, fight” against the antisemites. “Attack back. That’s all.”X11hRT by @mikenov: RT by @mikenov: JUST IN: 🇹🇷🇨🇳🇺🇸 Turkey Could Turn to China’s J-35 if the U.S. Keeps the F-35 Off the Table Ankara is reportedly considering acquiring Chinese J-35 fifth generation stealth fighters if Washington refuses to approve the sale of F-35s. Reports also claim the deal could be settled in Chinese yuan instead of U.S. dollars, a potential geopolitical shift with major defense implications if confirmed.X11hRT by @mikenov: RT by @mikenov: 🚨 Just in: TRUMP REACTS TO IRAN ATTACK ON USS ABRAHAM LINCOLN🚨 President Trump confirms: IRGC launched dozens of missiles at the U.S. aircraft carrier fleet USS Abraham Lincoln. Trump: “We had an attack. 100 missiles were shot by Iran at a very important thing that we had. I won’t tell you what it was for certain reasons.” The regime just poked the bear. America First response incoming.X13hRT by @mikenov: RT by @mikenov: Israeli Prime Minister Netanyahu asserts that President Trump is calling the shots in the Iran war and denies that he is trying to persuade Trump to continue attacking Iran amid U.S. negotiations.X14hRT by @mikenov: RT by @mikenov: According to a new Center For Strategic & International Studies (CSIS) analysis, the U.S. now has roughly 827 Patriot and 278 Terminal High Altitude Air Defense (THAAD) interceptors remaining, down from an estimated 2,330 and 452, respectively. Analysts warn replenishing these high-end missile inventories could take years, despite expanded production efforts, leaving limited capacity for other major contingencies if demand remains high. CNN reports Pentagon sources say those estimates are close to internal figures. Source:X14hRT by @mikenov: RT by @mikenov: 🇺🇦👊🇷🇺🔥 Ukraine has reportedly overhauled its long-range strike strategy against Russia’s oil industry, shifting from broad refinery attacks to precision strikes on the most critical components, according to the Financial Times. Rather than targeting entire facilities, Ukraine is now reportedly focusing on high-value technological units whose destruction makes repairs significantly more difficult, more expensive, and far more time-consuming. 📍 The image shows the Moscow Oil Refinery, one of Russia’s key fuel production facilities and a potential example of the type of infrastructure vulnerable to this evolving strategy. The shift reflects a more sophistiX16hRT by @mikenov: RT by @mikenov: President Trump said his meeting with Ukrainian President Volodymyr Zelenskyy at the White House on Tuesday “was good,” and he said he asked Zelenskyy “to end the war.” “He’s out doing his thing. I’d like him to end the war. So, it’s very simple,” Trump said. “I get along with President Putin. I get along with President Zelenskyy.”X18hRT by @mikenov: RT by @mikenov: 🚨 Breaking War started: The Israeli military has announced for the first time that it is preparing 15,000 intercontinental ballistic missiles to respond to an imminent Iranian attack. Officially, if Israel is attacked, Russian bases and all of Iran’s interests across the Middle East—including Tehran—will be destroyed, and the entire world will witness the devastation.
This podcast was taped at 1:15 p.m. Eastern time on Thursday, July 30, 2026. State Assemblywoman Francesca Hong leads in the polls over Milwaukee County executive David Crowley. Hong’s progressive views and membership in the Democratic Socialists of America has won her fans on the Democratic Party’s left, but others in the party fear she couldn’t win a general election. We look at the race, its candidates and the issues at play. This episode: White House correspondent Deepa Shivaram, senior political correspondent Tamara Keith, and Wisconsin Public Radio state house reporter Anya van Wagtendonk. This podcast was produced and edited by Casey Morell and Bria Suggs. Our executive producer is Muthoni Muturi. Listen to every episode of the NPR Politics Podcast sponsor-free, unlock access to bonus episodes with more from the NPR Politics team, and support public media when you sign up for The NPR Politics Podcast+ at plus.npr.org/politics . See pcm.adswizz.com for information about our collection and use of personal data for sponsorship and to manage your podcast sponsorship preferences. NPR Privacy Policy
🚨 EGYPTIAN MARITIME SECURITY BREACHED AT DAMIETTA PORT 🇪🇬
PRESIDENT EL-SISI has ordered a probe into a DRONE strike at DAMIETTA PORT. Officials warn this attack risks broader REGIONAL ESCALATION as tensions mount near critical infrastructure. ⚠️🛰️
Russian air strikes kill at least 13 people in Ukraine, including one in Kyiv, in attacks extending as far as the western city of Lviv. nbcnews.com/world/ukraine/ru…
