How To Choose the Right Tool for Your Google ADK Agent
Google’s Agent Development Kit (ADK) introduces a structured tool framework that lets AI agents invoke external functions, turning them from pure text generators into autonomous actors. ADK categorizes tools into four types—function, built-in, third‑party, and Model Context Protocol (MCP) tools—each with distinct integration patterns and use‑case strengths. The article explains how developers can select the appropriate tool category based on factors such as proprietary logic, existing investments, and interoperability needs. It also outlines the tool invocation flow, emphasizing the importance of clear tool definitions for reliable agent behavior.
Companies Confess Their Agentic AI Goals Aren't Really Working Out - and a Lack of Trust Could Be Why
A Camunda report finds 73% of firms see a gap between their agentic AI ambitions and actual deployment, with only 11% of use cases reaching production last year. Business risk, transparency and regulatory concerns dominate the hesitation, even as 71%...
App Downloads Declined Again in 2025, but Consumer Spending Soared to Nearly $156B
App downloads fell for the fifth year in 2025, reaching 106.9 billion installs, a 2.7% decline from 2024. At the same time, consumer spending on mobile apps surged 21.6% to an estimated $155.8 billion, driven by the subscription economy. Non‑game apps accounted...
Astroscale Wins ESA Backing For World-First Plan To Repair Satellites In Orbit
Astroscale UK has secured a €399,000 Phase A contract from the European Space Agency to design the In‑Orbit Refurbishment and Upgrading Service (IRUS), a world‑first capability to repair satellites in space. The eight‑month study will evaluate technical feasibility and commercial viability,...
NDSS 2025 – PolicyPulse:Precision Semantic Role Extraction For Enhanced Privacy Policy Comprehension
Researchers from the University of Denver introduced PolicyPulse, an information‑extraction pipeline that converts natural‑language privacy policies into structured, machine‑readable formats. The system combines a specialized XLNet classifier with a BERT‑based semantic role labeler, processing sentences to preserve predicate‑argument relationships. Trained...
Two New Exoplanets And The Need For New Habitable Zone Definitions
Researchers Scott and Dransfield propose a broader "temperate zone" for exoplanet habitability, defined by instellation fluxes between 0.1 and 5 times Earth’s. Their study introduces two new planets—Earth‑sized TOI‑6716 b and sub‑Neptune TOI‑7384 b—orbiting fully convective M dwarfs, both lying near the...
JPM26: Sanofi’s CEO Keen To Buy the Dip as Vaccine Rhetoric Impacts Short-Term Sales
Sanofi’s CEO Paul Hudson said the firm will acquire Dynavax for $2.2 billion, targeting its adult hepatitis B vaccine Heplisav‑B, as vaccine sentiment wanes under U.S. political rhetoric. Legacy vaccine sales fell 8 % in Q3 2025, prompting a long‑term focus on adult‑focused products...
Pinterest Highlights Trending Colors for 2026
Pinterest released its 2026 Palette report, highlighting five colors—Cool Blue, Jade, Plum Noir, Wasabi, and Persimmon—that it expects to dominate visual trends. The selections are based on a year‑long analysis of user searches and save activity within the platform. Pinterest...
CRISPR–Cas3 Genome-Editing System Holds Therapeutic Potential
Researchers at the University of Tokyo demonstrated that the CRISPR‑Cas3 system can permanently suppress transthyretin (TTR) production in a mouse model of hereditary amyloidosis. Using lipid‑nanoparticle delivery, they achieved roughly 48% editing of hepatic TTR alleles and an 80% reduction...
Iran’s Partial Internet Shutdown May Be a Windfall for Cybersecurity Intel
Iran’s near‑total internet blackout, begun Jan 8, has stripped millions of residential users offline, leaving only government‑controlled networks visible. Cybersecurity analysts say this creates a rare window to fingerprint Iranian state‑linked IPs and map their digital infrastructure. Vendors like Whisper Security...
Ant International Logged Over 2 Billion Cross-Border Payments Last Year
Ant International processed more than 2 billion cross‑border transactions in 2025, primarily serving SMBs in fast‑growing regions such as Southeast Asia, South Asia, the Middle East and Latin America via its Alipay+ and Antom platforms. The episode highlights how the unified...
Dycem, a contamination‑control specialist, celebrates 60 years since its 1966 founding, tracing roots to a high‑friction polymer discovered in 1960. The company grew from niche non‑slip products to global cleanroom solutions, now present in more than 50 countries and 30,000...
Atomic-Level Surface Control Boosts Brightness of Eco-Friendly Nanosemiconductors by 18-Fold
KAIST researchers have introduced an atomic‑level surface‑control process for indium phosphide (InP) magic‑sized clusters, a next‑generation, cadmium‑free nanosemiconductor. By employing a precision‑etching technique that selectively removes surface defects and passivates the exposed crystal with in‑situ zinc chloride, they lifted luminescence...
OpenAI Opens GPT-5.2 Codex to Developers Through the Responses API
OpenAI has launched GPT-5.2 Codex through its Responses API, moving the model out of the restricted Codex environment. The multi‑modal model accepts text and images and offers four configurable reasoning levels, targeting complex development tasks such as feature creation, refactoring,...
Nonlinear X-Ray Four-Photon Interaction Unveiled
Researchers have reported the first experimental observation of a nonlinear X‑ray four‑photon interaction, a phenomenon previously confined to theoretical models. The breakthrough was achieved using ultra‑intense pulses from a free‑electron laser, enabling simultaneous absorption of four X‑ray photons in a...
Researchers Null-Route Over 550 Kimwolf and Aisuru Botnet Command Servers
Black Lotus Labs at Lumen Technologies announced that it has null‑routed traffic to more than 550 command‑and‑control nodes used by the AISURU/Kimwolf botnet since early October 2025. The botnet now controls over two million Android devices, primarily unsecured TV boxes, and...
Coastal Financial Buys ‘Climate-Friendly’ Fintech GreenFi
Coastal Financial Corp. announced the acquisition of the GreenFi brand, a climate‑friendly consumer finance platform, for an undisclosed amount. The deal gives Coastal full governance and long‑term stewardship of GreenFi while preserving existing banking services and customer experiences. Mission Financial...
Avalanche (AVAX) Relies on Supply Cuts, yet GeeFi’s (GEE) Phase 3 Nears End as It Unveils Upcoming Bonus System
GeeFi’s $GEE token presale has raised $2.6 million, with Phase 3 now 90 % sold and only 3 million tokens left at $0.10 each. The project promises a public listing at $0.40, delivering a projected 300 % immediate upside for early investors. GeeFi is building...
Do Digital Payments Really Promote Financial Inclusion? What the Evidence Shows
Academic research shows digital payment platforms can expand access to basic financial services, especially in developing economies, by lowering distance, time, and transaction costs. However, technology alone does not guarantee inclusion; reliable mobile connectivity, affordable devices, and digital skills are...
Alpaca Inks $150 Million Series D Funding
Alpaca announced a $150 million Series D round that values the brokerage‑infrastructure provider at $1.15 billion, led by Drive Capital. The investment brings Drive Capital’s Chris Olsen onto Alpaca’s board and is accompanied by a $40 million revolving credit facility to support global expansion....
Beijing Tells Chinese Firms To Stop Using US and Israeli Cybersecurity Software
Beijing has ordered Chinese companies to cease using cybersecurity software from roughly a dozen U.S. and Israeli vendors, citing national security concerns. The directive targets products from Broadcom‑owned VMware, Palo Alto Networks, Fortinet, and Israeli firm Check Point. The move...
Native ZFS VDEV for Object Storage (OpenZFS Summit)
At the OpenZFS Developer Summit 2025, Zettalane unveiled MayaNAS and MayaScale, highlighting objbacker.io—a native ZFS VDEV that eliminates FUSE overhead and streams data directly from S3, GCS, and Azure Blob. The solution aligns 1 MB ZFS blocks with individual objects, delivering...
VoiceRun Bags $5.5 Million Seed Round
VoiceRun announced a $5.5 million seed round to fuel growth of its enterprise Voice AI platform. The round was led by Flybridge Capital Partners with participation from RRE Ventures and Link Ventures. Funds will expand VoiceRun’s code‑first solution as enterprises shift...
Patents Vs. Trade Secrets in the Age of AI Robotics
Robotics firms are confronting a new IP dilemma as AI increasingly generates inventions, but U.S. patent law still requires a human inventor, limiting patent eligibility for AI‑only creations. The article contrasts patents—offering broad, licensable protection but demanding disclosure and costly...
Jazz Sells Priority Review Voucher for $200M, Scoring Highest Price in a Decade
Jazz Pharmaceuticals announced the sale of a priority review voucher to an undisclosed buyer for $200 million, marking the highest price paid for such a voucher in a decade. The voucher, originally granted for developing a treatment for a neglected disease,...
Health Tech Funding Rounds Get Bigger when Andreessen Horowitz and General Catalyst Join
Rock Health’s latest report shows a handful of venture firms dominate health‑tech financing. When Andreessen Horowitz and General Catalyst join a round, the deal size expands dramatically, with average rounds climbing from roughly $30 million to $50 million. Together these two firms...
The Digital Tools Helping UK Adults Compare Major Financial Decisions
Digital platforms are reshaping how UK adults evaluate major financial choices. Life‑insurance brokers now aggregate quotes from multiple carriers, delivering personalized policies with minimal effort. Money‑saving apps automate deposits and surface cashback deals, while AI engines can instantly compare investment...
Parambil Lands $6M in Seed Funding
Parambil, an artificial‑intelligence platform for complex litigation, announced a $6 million seed financing round. The round was led by Bling Capital with participation from NVP Capital and a group of strategic angels from the mass‑tort, personal‑injury, and legal‑tech sectors. Funds will...
Show HN: Tabstack – Browser Infrastructure for AI Agents (by Mozilla)
Mozilla’s Tabstack launches an API that handles the web‑layer for AI agents, turning raw URLs and intents into clean, structured data. It dynamically escalates from lightweight fetches to full headless browser sessions only when JavaScript rendering is required. The service...
How AI and Robotics Are Redefining Precision Feed Management in Large-Scale Livestock Farms
Large livestock farms are adopting load‑cell‑based weighing systems to capture exact feed flow. These sensors, sealed for harsh barn conditions, feed real‑time data to AI‑driven robotic feeders and predictive models. The integration cuts feed waste by up to 22 percent, improves...
The Modern CFO’s Secret Weapon: Streamlining Expenses Through Intelligent Tools
Hospital CFOs face hidden costs from purchased services such as IT support, cleaning and clinical consulting. Traditional spreadsheet‑based tracking is error‑prone and obscures spend patterns, leading to missed renegotiations and wasted dollars. Modern spend management tools centralize expense data, provide...
ESA’s Comet Interceptor Mission Moves up Launch
ESA’s Comet Interceptor, originally slated to share an Ariane 6 launch with the Ariel exoplanet mission in 2029, will now launch earlier as a co‑passenger with a commercial communications satellite on an Ariane 64 between August 2028 and July 2029. The schedule change avoids...
Program Harnesses the Power of Mentorship for Patient Organization Leaders
The Milken Institute’s FasterCures LeadersLink program, launched in 2020, provides mentorship, peer learning, and capstone projects for emerging leaders of patient advocacy organizations that fund or conduct biomedical research. The cohort‑based model connects mentees with seasoned executives, fostering strategic reflection...
Anthropic's Labs Team Gets a Shake-Up as Instagram Co-Founder Mike Krieger Joins Experimental AI Unit
Anthropic is expanding its Labs unit, the experimental arm that builds Claude AI products, by moving former Chief Product Officer and Instagram co‑founder Mike Krieger into the team with Ben Mann. New product lead Ami Vora, who joined in late...
A CRISPR Fingerprint of Pathogenic C. Auris Fungi for Precision Diagnostics
Researchers at Harvard’s Wyss Institute have unveiled dSHERLOCK, a digital CRISPR‑based diagnostic that can detect and quantify Candida auris from swab samples in under 40 minutes while simultaneously identifying antifungal resistance mutations. The platform merges SHERLOCK’s single‑nucleotide precision with single‑molecule...
Natural Fiber Welding Receives Investment From Provest Equity Partners and CTW Venture Partners
Natural Fiber Welding, a Peoria‑based developer of plant‑derived performance materials, secured a strategic investment from Provest Equity Partners and CTW Venture Partners. The undisclosed capital infusion coincides with Suhas Uppalapati joining the board as Chairman. The company will deploy the...
Swiss Retail Banking Report : Incumbents Embrace Digital Innovations, Neobanks Tailor Services to Individual Consumers
Swiss retail banks continue to dominate digital maturity, with UBS retaining the top spot in the latest Digital Index, followed by Raiffeisen, Swissquote and Revolut. Legacy institutions excel in website performance, social media engagement and mobile app visibility, while neobanks...
Quantum Simulator Reveals How Vibrations Steer Energy Flow in Molecules
Rice University physicists used a trapped‑ion quantum simulator to emulate a two‑site molecule coupled to two distinct vibrational modes. By independently tuning donor‑acceptor coupling, vibration strength, and environmental dissipation, they directly observed how energy migrates between sites. The experiment showed...
ESMA Publishes Report on EU Securities Crowdfunding
ESMA released its 2024 EU crowdfunding report, showing 181 platforms raised over €4 billion across the bloc. Loan‑based projects dominated, accounting for 58% of activity, while equity offerings remained modest at 12%. France, the Netherlands, Spain, Italy and Lithuania generated more...
Structure and Reliability in E-Commerce Platforms
E‑commerce platforms depend on a robust technical foundation that goes beyond aesthetics. Scalability, security, speed, and continuous uptime are essential to handle traffic spikes, protect customer data, and maintain conversion rates. Managed hosting and automated backups simplify maintenance while platform‑specific...
Teknic's New EtherNet/IP Integrated Brushless Servo Motors: Available to Buy Online Today.
Teknic launched its ClearPath‑IP integrated brushless servo motors, offering the industry’s most compact EtherNet/IP servo solutions. The lineup spans 1/8 hp to 7.7 hp, with velocity‑control units starting at $260 and position‑control units at $599 for low‑volume orders. Each motor bundles a...
Taiwan’s Moonshot: Why ‘T-Dome’ Needs Systems Engineering, Not Just a Shopping List
Taiwan plans to allocate up to 5 % of GDP to defense by 2030, launching the T‑Dome integrated air‑and‑missile shield to counter a sophisticated Chinese barrage. Unlike Israel’s Iron Dome, the threat includes ballistic, hypersonic, cruise missiles, unmanned swarms, cyber and...
Despite OpenAI Partnership, Microsoft Is One of Anthropic's Biggest Customers
Microsoft is on track to spend nearly $500 million a year on Anthropic’s AI models, integrating them into products such as GitHub Copilot and Office 365. The spend follows a up‑to‑$5 billion investment announced last November, positioning Anthropic as a key AI...
Senate Banking Committee Still on Track for Markup on Crypto Infrastructure Legislation, Senate Agriculture Committee Happens End of Month
The Senate Banking Committee will hold a markup hearing on the crypto infrastructure bill on Jan 15, 2026, after dozens of amendments were filed, many focused on stablecoin yield rules. Incumbent banks fear interest‑bearing stablecoins could siphon deposits, prompting aggressive lobbying....
Fifth Third, Comerica Plan to Close $10.9B Merger on Feb. 1
Fifth Third Bancorp and Comerica plan to finalize their $10.9 billion merger on February 1, after receiving Federal Reserve approval and other regulator sign‑offs. The combined entity will hold roughly $290 billion in assets, ranking it as the 16th‑largest insured depository institution in the...
Harvest Acquires Firstance to Expand European WealthTech Reach
Harvest, a European WealthTech software provider, announced the acquisition of Italy’s Firstance, adding a life‑insurance distribution platform to its portfolio. The deal follows Harvest’s March 2025 purchase of Fincite, which opened the German market, and now extends the group’s coverage...
The United Arab Emirates Is Now Emerging as a Global Business Hub
The United Arab Emirates is positioning itself as a global business hub, driven by proactive leadership, world‑class infrastructure, and a thriving FinTech ecosystem. FinTech adoption is accelerating, with the market projected to grow over 15% CAGR through 2030 and cashless...
Tieto Acquires OpenSpring and GrupoOnetec to Expand in Spain
TietoEVRY announced the acquisition of Spain‑based OpenSpring and GrupoOnetec for an enterprise value of €8 million. The two firms, together employing about 200 staff and generating roughly €10 million in revenue, specialize in technology consulting and anti‑money‑laundering services for financial institutions. The...
‘In AI Models, the Real Bottleneck Isn’t Computing Power — It’s Memory’: Phison CEO on 244TB SSDs, PLC NAND, Why...
Phison CEO Pua Khein Seng argues that memory, not GPU compute, is the primary bottleneck for AI inference, especially for time‑to‑first‑token performance. The company’s aiDAPTIV+ technology treats high‑capacity SSDs as an extension of DRAM, offloading KV‑cache data to flash and...
Hawk Introduces Analytics Studio for AI-Driven Fraud and AML
Hawk has unveiled Analytics Studio, an AI‑driven platform that manages the full lifecycle of anti‑money‑laundering and fraud models. The solution offers pre‑built model templates, a low‑code copilot interface, real‑time performance dashboards, and automated documentation for regulator‑ready compliance. Integrated governance features...