Google DeepMind's new AI coding tool can solve complex math problems, design algorithms
AlphaEvolve
, which can target fundamental and complex mathematics and computing problems.
It has the versatility of
large language models
(LLMs), which can summarise documents, generate code, and generate new ideas. It also goes a step ahead by verifying answers through
automated evaluators
.
One of the major threats facing the nascent AI world is hallucinations by chatbots. What AlphaEvolve does is that it uses LLMs to generate answers to prompts, and automatically evaluates and scores these answers for accuracy.
Researchers have used this technique before, but according to DeepMind, the 'state-of-the-art' Gemini Flash and Gemini Pro models make AlphaEvolve more capable. "Together, these models propose computer programs that implement algorithmic solutions as code," DeepMind said in a blog post.
Live Events
Google also deployed AlphaEvolve on its own infrastructure to test it across practical problems. As per the blog post, AlphaEvolve enhanced the efficiency of Google's data centres, chip design and AI training processes, including training the large language models underlying AlphaEvolve itself.
Discover the stories of your interest
Blockchain
5 Stories
Cyber-safety
7 Stories
Fintech
9 Stories
E-comm
9 Stories
ML
8 Stories
Edtech
6 Stories
"By finding smarter ways to divide a large matrix multiplication operation into more manageable subproblems, it sped up this vital kernel in Gemini's architecture by 23%, leading to a 1% reduction in Gemini's training time," the lab said.
To test AlphaEvolve's breadth, DeepMind applied the system to over 50 open problems in mathematical analysis, geometry, combinatorics and number theory. In roughly 75% of cases, AlphaEvolve "rediscovered" best-known solutions, and in 20% of the cases, it improved upon these solutions.
Try Our AI Features
Explore what Daily8 AI can do for you:
Comments
No comments yet...
Related Articles
News18
29 minutes ago
- News18
Who Is Aravind Srinivas? Meet Perplexity CEO Behind $34.5 Billion Bid For Google Chrome
He co-founded Perplexity AI in 2022 alongside Denis Yarats, Johnny Ho, and Andy Konwinski. An Indian-origin tech entrepreneur is making waves across the tech world after making an audacious offer to acquire Google Chrome. Aravind Srinivas, CEO of the AI startup Perplexity, recently sent a letter to Google CEO Sundar Pichai on August 12, proposing an all-cash acquisition of the popular web browser, as reported by Reuters. In a bold and unexpected move, Srinivas' company has offered a staggering $34.5 billion to purchase Google Chrome, despite Perplexity AI reportedly being valued at around $18 billion. The unsolicited bid, which significantly overshoots the company's own valuation, has sparked surprise and curiosity across the global tech landscape. Srinivas, 31, was born and raised in Chennai, India. A graduate of IIT Madras, he later pursued higher education at the University of California, Berkeley. He co-founded Perplexity AI in 2022 alongside Denis Yarats, Johnny Ho, and Andy Konwinski. The company's core product is an AI-powered search engine designed to deliver direct, conversational answers using real-time information, positioning itself as a potential challenger to traditional search engines like Google. Before launching Perplexity, Srinivas accumulated valuable experience in the AI and tech ecosystem, having previously worked at Google, and collaborated with influential AI researcher Yoshua Bengio. These formative roles helped shape his expertise in search and information retrieval technologies, which are now at the heart of his company's mission. The timing of the bid is noteworthy. Google is currently facing legal challenges following a major antitrust ruling in the United States. A US District Judge recently ruled that Google had maintained its search monopoly through illegal practices, including paying billions to remain the default search option on devices and browsers. Google has announced plans to appeal, but the litigation process could take years. So far, Google has not issued a public response to Srinivas' acquisition offer. While Perplexity has only raised around $1 billion to date, it claims that multiple investment firms have offered to fully fund the proposed deal. However, the company has not disclosed the names of these potential financiers. Whether Google will entertain the proposal remains unclear, but the bid has already placed Aravind Srinivas and Perplexity AI firmly in the global spotlight. view comments First Published: Disclaimer: Comments reflect users' views, not News18's. Please keep discussions respectful and constructive. Abusive, defamatory, or illegal comments will be removed. News18 may disable any comment at its discretion. By posting, you agree to our Terms of Use and Privacy Policy.
Economic Times
38 minutes ago
- Economic Times
Horoscope today 14 August 2025: Moon in Virgo and Mercury-Mars alignment bring big opportunities for these zodiac signs
Synopsis Horoscope Today 14 August brings fresh cosmic insights for all zodiac signs—Gemini, Scorpio, Sagittarius, Libra, Pisces, Aries, Taurus, Virgo, Leo, Cancer, Capricorn, and Aquarius. Whether you're pursuing career milestones, seeking emotional clarity, or making important decisions, today's astrology predictions offer practical guidance. Today, as the Moon moves through Virgo, expect a wave of clarity and fresh opportunities. With Mercury in Leo aligning with Mars in Libra, communication and action are supercharged—making it a great day for these zodiac signs to make bold moves. Horoscope Today 14 August 2025 offers a glimpse into what the universe has in store for your zodiac sign. As the Moon transitions through Virgo, the focus today is on analysis, structure, and clearing loose ends. Whether you're a fire sign like Aries, Leo, or Sagittarius seeking action, or a water sign like Cancer or Pisces searching for emotional balance, today's predictions reflect planetary alignments and their impact on your mood, decisions, and overall flow. Your energy is high today, Aries, but Mercury's square with Neptune may create minor communication confusion. Focus on clarity in work discussions and avoid rushing important tasks. Financially, hold off on major investments until things feel more certain. On the emotional front, small disagreements could arise with loved ones—take a step back before reacting. Trust your instincts but double-check information. Physical activity will help balance restless energy. Social interactions may bring unexpected insights, so remain open. Evening reflection will provide perspective on the day. Prioritize rest to recharge for tomorrow. Taurus, Venus's alignment with Saturn empowers your career and long-term goals. Presenting your ideas or negotiating rewards now could lead to tangible results. Emotionally, you might feel slightly reserved—don't let this distance affect relationships. Health routines, including hydration and sleep, are especially important today. Financial planning benefits from careful consideration. Creative projects may gain traction if you dedicate focus. Family matters may need patience and diplomacy. Stay grounded and avoid overcommitting. A small act of self-care can bring clarity and peace. Evening reflection could spark a personal breakthrough. The Moon in your 4th house brings family matters to the forefront, Gemini. Emotional sensitivity may rise, requiring patience and grounding. Career tasks will demand focus—avoid multitasking to prevent mistakes. Unexpected financial opportunities might appear; evaluate them carefully. Social interactions could reveal hidden information. Your natural curiosity benefits research or learning today. Creative thinking shines, especially in problem-solving. Avoid overextending emotionally; set boundaries where needed. Evening meditation or journaling can help process your thoughts. Family communication will be smoother if approached with your intuition is heightened, but so is the tendency to overthink. Avoid reading too much into small cues, especially in personal relationships. A past work connection might return with opportunities; review proposals carefully. Honest, heart-to-heart conversations in love bring clarity. Focus on self-care, sleep, and limiting late-night screen time. Financial decisions should be conservative today. Emotional well-being improves with light exercise or outdoor walks. Be mindful of absorbing others' stress. Socially, trust close friends for guidance. Evening reflection supports better emotional balance. Leo, today calls for structure to counteract distraction. Make a clear task list and prioritize urgent matters. Small unexpected expenses may appear; avoid impulse purchases. Reconnect with loved ones with simple gestures or messages. Work projects benefit from organized planning. Social engagements could bring insights, so remain attentive. Creative expression shines, helping you feel energized and motivated. Emotional patience is necessary in personal interactions. Health routines will stabilize mood and energy levels. Evening reflection provides perspective on accomplishments and challenges. Avoid overcommitting; balance is key today. The Moon energizes your sign, Virgo, making you feel ready to lead or solve ongoing issues. Take initiative at work and don't shy away from responsibility. Be cautious not to overwork; short breaks and walks help prevent burnout. Health signals are subtle but important—stay hydrated and mindful of posture. Financial planning and attention to detail bring success. Creative and analytical skills combine effectively today. Family interactions benefit from your practical advice. Emotional grounding is necessary to manage stress. Evening meditation or journaling aids mental clarity. Take time to appreciate your accomplishments. Libra, relationships take center stage as Venus brings clarity. Honest conversations in partnerships help resolve lingering tension. Work stress may build but is manageable with routines. Focus on mental balance through deep breathing, journaling, or short meditation breaks. Financial decisions benefit from patience and careful review. Creative endeavors are favored if you approach them methodically. Emotional sensitivity may arise; avoid overanalyzing situations. Networking or collaboration brings unexpected opportunities. Evening reflection on your priorities supports a sense of peace. Balance between work, love, and personal care is essential. Scorpio, your emotional depth allows you to uncover important truths today. Whether in personal relationships or self-reflection, use this insight wisely. Financially, review details carefully before making commitments. Singles may experience an intriguing connection through friends or social networks. Work projects benefit from focus and strategic planning. Intuitive hunches guide decision-making. Avoid getting caught in emotional turbulence; maintain boundaries. Evening reflection or journaling can deepen understanding. Physical activity or mindfulness supports clarity. Trust your instincts but balance with rational thinking. Sagittarius, you may feel restless and seek change. Spontaneous energy is positive, but stay grounded in decision-making. A learning or travel opportunity may present itself—evaluate carefully before committing. Financial caution is advised; don't let excitement cloud judgment. Physical activity, especially outdoors, refreshes energy levels. Social connections bring new ideas or perspectives. Emotional awareness helps navigate personal relationships. Creative or intellectual projects gain traction with focused effort. Evening reflection enhances clarity on priorities. Avoid overcommitting to avoid unnecessary today emphasizes long-term planning and steady progress. Saturn supports practical decision-making and career goals. If you've been consistent, positive feedback is likely. Relationships benefit from your advice and practical solutions. Financial matters require careful assessment but show potential for growth. Physical and mental routines stabilize your energy. Creative problem-solving brings professional recognition. Social interactions may reveal helpful opportunities. Evening reflection or journaling supports mindfulness and goal clarity. Celebrate small wins; they build long-term confidence. Aquarius, mental energy is high but scattered. Focus on prioritizing key tasks and avoid distractions. A colleague or friend may offer a new perspective that reshapes your approach. Romantic energy is neutral today, making it ideal for self-care and personal growth. Financial planning benefits from analytical thinking. Creative projects and learning opportunities bring satisfaction. Avoid overextending socially; maintain boundaries. Physical activity or mindfulness exercises stabilize energy. Evening reflection helps process insights and ideas. Trust your intuition but balance with practical action. Pisces, Neptune's influence could blur reality today. Avoid assumptions and remain grounded in personal and professional decisions. Emotional receptivity is high, but protect your energy from absorbing stress from others. Creative and artistic projects flourish with focus and imagination. Financial decisions require careful evaluation. Relationship clarity comes through honest conversation. Physical exercise or meditation supports emotional balance. Social interactions may provide unexpected insights. Evening reflection helps consolidate thoughts and intuition. Stay mindful of boundaries to maintain emotional well-being. Each zodiac sign has a unique journey, and Horoscope Today 14 August 2025 reminds us that even minor planetary shifts influence our thoughts, feelings, and actions. From Gemini's emotional sensitivity to Virgo's leadership boost and Pisces' intuitive flow, it's a day of reflection and opportunity. Align with the stars, but trust your instincts.
Time of India
2 hours ago
- Time of India
Daily Career Horoscope, August 14, 2025: A surprise opportunity could shift your career path
Get the stars to power your career development and financial growth daily. Pick up personalised clues to pump up your productivity, play it smarter with finance, and take opportunities as they come. Step up by following spot-on horoscope advice tailored to your working and wealth-building journey. Aries Career Horoscope Today , 14 August 2025 Today, volunteer for new responsibilities at work. Taking initiative will show your enthusiasm and dedication. This can help you stand out in front of your seniors and open new opportunities for growth. Financially, being proactive may bring unexpected benefits or rewards. Even if tasks seem challenging, your energy and confidence will help you manage well. Step forward with courage, and use this chance to prove your leadership and commitment. Taurus Career Horoscope Today, 14 August 2025 Reflect on your past successes today to boost your confidence. Remembering how you overcame difficulties before will help you face current challenges with a positive attitude. This will make you more focused and calmer at work. Financially, this confidence will help you make smart decisions about money, such as investments or savings. by Taboola by Taboola Sponsored Links Sponsored Links Promoted Links Promoted Links You May Like Treatment That Might Help You Against Back Pain! Back Pain Treatment | Search Ads Undo Trust yourself and your abilities, as your experience is a valuable asset for career growth and financial stability. Gemini Career Horoscope Today , 14 August 2025 Communicate clearly today to avoid misunderstandings. Whether in meetings or casual talks, make sure your message is simple and precise. This will help you build good relations with colleagues and seniors. Financial matters also need clear communication, especially when discussing budgets or payments. Avoid assumptions and ask questions if something is unclear. Your clarity and honesty will bring trust and smooth progress in both career and money. Cancer Career Horoscope Today, 14 August 2025 Focus on your core objectives today and avoid distractions. When you keep your main goals in mind, it becomes easier to make decisions and prioritize tasks. This will help you finish important work on time and impress your superiors. Financially, concentrate on your key money goals, like savings or debt repayment, instead of spreading yourself thin. Staying focused will bring steady progress in your career and money matters. Keep your eyes on what truly matters. Leo Career Horoscope Today, 14 August 2025 Today, prioritize high-impact tasks to make the most of your time and energy. Focus on work that will bring visible results and move you closer to your goals. Avoid getting distracted by smaller, less important jobs. Financially, investing your effort in key areas will bring better rewards. Your clear focus will impress your seniors and help you achieve success faster. Stay organized and keep your eyes on what really matters. Virgo Career Horoscope Today, 14 August 2025 Develop routines today to increase your efficiency at work. Following a regular schedule will help you finish tasks on time and reduce stress. When you organize your day well, you can handle more responsibilities with ease. Financially, disciplined habits in saving and spending will improve your money situation. Small daily actions will build a strong foundation for your career and finances. Stay consistent and patient to see good results. Libra Career Horoscope Today, 14 August 2025 Recognition may come for your efforts today. Your hard work and dedication will not go unnoticed by your seniors or colleagues. This can boost your confidence and open new doors at work. Financially, rewards or positive news related to money are possible. Keep up your steady pace and continue delivering quality work. Your commitment is the key to your growing success in career and money matters. Celebrate your achievements, no matter how small. Scorpio Career Horoscope Today, 14 August 2025 Let passion drive your work today. When you put your heart into what you do, it will reflect in your performance and attract appreciation. Your enthusiasm can motivate others and create a positive atmosphere. Financially, following your passion may open new money opportunities or projects. Trust your instincts and don't be afraid to take creative risks. Your dedication will help you grow both professionally and financially. Stay focused on what excites you. Sagittarius Career Horoscope Today, 14 August 2025 Approach negotiations with clarity and confidence today. When you communicate your ideas clearly, it becomes easier to reach agreements that benefit you. Avoid confusion by preparing well and knowing what you want. Financial discussions will go smoothly if you stay calm and focused. Your confident attitude will impress others and help you secure better deals or opportunities. Trust yourself, speak honestly, and use your skills wisely to advance your career and finances. Capricorn Career Horoscope Today, 14 August 2025 Patience is key to your long-term success today. Even if progress seems slow, don't get frustrated or rush decisions. Keep working steadily towards your goals, and results will come in time. Financially, avoid impulsive spending and think carefully before investing. Stay calm and persistent, as your consistent approach will bring good rewards in the future. Aquarius Career Horoscope Today, 14 August 2025 Persistence breaks down barriers today. If you face obstacles at work, don't give up easily. Keep trying and looking for new ways to solve problems. Your determination will inspire others and bring you closer to success. Financially, sticking to your plans and saving regularly will improve your situation. Trust your inner strength and stay committed. With patience and steady effort, you will overcome challenges and achieve your career and money goals. Pisces Career Horoscope Today, 14 August 2025 Stay organized amid multiple projects today. When you manage your tasks carefully and prioritize well, you can avoid stress and meet deadlines easily. Making a clear plan and checking off completed work will keep you motivated. Financial matters also need your attention, so track your expenses and income properly. Your good organization skills will help you balance career and money smoothly. Stay focused and maintain discipline to make today productive. Discover everything about astrology at Times of India , including daily horoscopes for Aries , Taurus , Gemini , Cancer , Leo , Virgo , Libra , Scorpio , Sagittarius , Capricorn , Aquarius , and Pisces . Read your detailed Horoscope Today and Horoscope Tomorrow here.
