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Rethinking how AI supports investment decisions

Artificial intelligence (AI) is rapidly transforming modern finance, powering applications ranging from stock market forecasting to investment advice. But does making more accurate predictions necessarily lead to better investment decisions? According to two recent studies by researchers from Pusan National University and international collaborators, the answer may be no.

Just as a weather app may predict tomorrow’s temperature accurately but still tell you to leave your umbrella at home before a storm, a financial AI system can make highly accurate market forecasts yet still make poor investment decisions. The researchers argue that AI should be judged not only by how well it predicts markets but also by how effectively it supports real-world financial decisions.

Hackers Exploit AnySign4PC via Hacked Korean Sites to Install Backdoors Without Prompts

South Korean authorities and four security firms have disclosed a state-sponsored campaign that compromised trusted domestic websites. The attackers used those sites to exploit locally installed financial-security software and infect targeted visitors with SIGNBT or COPPERHEDGE backdoors.

A compromised page could infect a system running a vulnerable AnySign4PC version without a prompt or user-initiated download. The Korea Internet & Security Agency (KISA) says AnySign4PC versions 1.1.4.4 through 1.1.4.6 are affected and lists version 1.1.5.0 as the fixed release. It recommends deleting vulnerable installations.

AhnLab refers to two exploited products only as financial-security software A and I. Its report does not disclose their identities, affected or fixed versions, or vulnerability identifiers.

Claude AI finds cryptography weaknesses human experts missed

AI company Anthropic has announced that its unreleased model, Claude Mythos Preview, has discovered previously unknown mathematical weaknesses in cryptographic algorithms that human researchers had missed for years.

Cryptography uses sophisticated algorithms to protect web traffic, email, software updates and sensitive information like banking details. It does this by rendering the data completely unreadable.

The Anthropic team describes its work in two papers.

Air Launch, Hypersonics & Responsive Space: Inside Starfighters Space | Tim Franta

Tim Franta, CEO, Starfighters Space


For decades, getting to space has largely meant one thing: launching vertically atop massive rockets from fixed launch pads. But what if the future of space access also includes aircraft capable of flying at more than twice the speed of sound, launching payloads from the edge of the atmosphere, and providing researchers with affordable access to hypersonic flight and microgravity?

Joining us today is Tim Franta, Chief Executive Officer of Starfighters Space (https://starfightersspace.com/), an aerospace company operating the world’s only commercial fleet of flight-ready Mach 2+ F-104 Starfighters. Based at NASA’s Kennedy Space Center, the company is building capabilities that span hypersonic flight testing, airborne research, astronaut and pilot training, and an ambitious air-launch platform known as STARLAUNCH, designed to provide more flexible and responsive access to space.

Tim brings an unusual blend of aerospace leadership, public policy, infrastructure development, and strategic finance. Before leading Starfighters Space, he helped shape Florida’s modern space ecosystem through leadership roles with Energy Florida and the Florida Space Authority, where he worked on launch infrastructure, legislation, and hundreds of millions of dollars in space-related investment.

Today we’ll discuss why aircraft may become an increasingly important part of the space economy, how commercial innovation is changing access to orbit, the growing importance of hypersonic technologies, and what the next decade of aerospace infrastructure might look like.

Nimbus Manticore Deploys NightLedger and Turns Victim Systems Into Covert Relays

The Iranian state-backed hacking group tracked as Nimbus Manticore (aka GalaxyGato, Mirage Kitten, Smoke Sandstorm, Subtle Snail, and UNC1549) has been attributed to a fresh set of attacks targeting entities across the Middle East, Africa, and South Asia.

The intrusions involve the use of a previously undocumented Windows backdoor called NightLedger and two custom WebSocket tunnelers, BridgeHead and ArcBridge, with an aim to maintain covert access.

Targets of the campaign include Egypt, SMB and government environments in Jordan and Tanzania, aviation organizations in Pakistan, telecommunication companies in Ethiopia, and financial-sector entities in Burkina Faso, per Kaspersky.

Could A.I. Do Your Job? We Put Agents to the Test

We gave an A.I. tool full access to a laptop with pre-configured apps and sought to answer a simple question: Can artificial intelligence do an office job?

Some corporate executives seem to believe it can. More than 200 tech companies have cut roughly 120,000 jobs this year, according to Layoffs.fyi, an industry tracking site; Meta, Oracle and others have all recently made substantial cuts to their work forces, citing A.I. as the driving force; and after laying off about 1,100 employees, the chief executive of Cloudflare said recently that he expected A.I. to replace workers in middle management, finance and marketing.

In our experiment, we deployed A.I. “agents” to act as office workers and found that they were capable of performing some of the tasks we assigned, but not all of them. The agents, which can act autonomously and make decisions based on detailed instructions, excelled at problems they could solve by writing computer programs. But they struggled with understanding the nuances of human language and at navigating user interfaces like the Chrome web browser.

Hackers hijack hotel Wi-Fi DNS to steal Microsoft 365 accounts

Hackers are changing the DNS settings on Wi-Fi devices at hotels and conference centers to redirect users to fake Microsoft 365 login pages.

The campaign has been ongoing since at least June and impacts organizations in various sectors, including financial services, professional services, legal, health care, energy, and retail.

Cybersecurity company ReliaQuest identified compromised Wi-Fi gateways in multiple U.S. cities as well as other regions of the world, such as India and Saudi Arabia.

Age-Reversing Stem Cell Treatment Succeeds in Human Trial | Dr Koji Tanabe

Discover how original Yamanaka co-author Dr. Koji Tanabe uses automated iPSC cassettes and autologous stem cell secretomes to reverse cellular aging and repair damaged joints.

Some links are affiliate links so we will earn a commission when they are used to purchase products.

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In this landmark episode of Modern Healthspan, we sit down with Dr. Koji Tanabe, founder and CEO of iPS, Inc. and co-author of the historic 2007 Nobel Prize-winning paper on human-induced pluripotent stem cells (iPSCs). Dr. Tanabe shares how twenty years of technological advancement have raised iPSC reprogramming efficiency from under 1% to over 80%, while cutting manufacturing costs through automated cleanroom cassettes. We discuss practical longevity applications available today, including autologous stem cell banking from a simple blood draw, secretome extract therapies for joint and skin rejuvenation, and Japan’s approval of iPSC-derived heart tissue. Finally, Dr. Tanabe offers a critical scientific perspective on in vivo partial reprogramming, detailing the cellular identity loss and tumor risks associated with OSK gene delivery. Watch now to learn where stem cell age reversal truly stands today.

📚 Chapters.
00:00 — How the 2007 Yamanaka Breakthrough Reverses Cell Age.
09:58 — Cellular Reprogramming in Nature (Salamanders & Limbs)
15:01 — From 1% to 90%: Scaling Transfection Efficiency.
19:57 — Mass Production: Automated Cassettes for Stem Cells.
24:57 — Slashed Costs: Disrupting the $10M Treatment Price Tag.
29:58 — Retrovirus Danger: Preventing Toxic Contamination.
35:01 — Japan’s Law: Safety Testing & Rejuvenation Services.
39:58 — Next-Gen Immune Therapy: iPSCs vs Cancer & Aging.
44:59 — The In-Vivo Reprogramming Risk: Why It Fails.
49:59 — Infinite Cellular Supply: Pluripotency’s Power.
54:57 — Beyond Reprogramming: Solving the Extracellular Matrix.

Medical Disclaimer:

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