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Deccan Herald
15 hours ago
- Entertainment
- Deccan Herald
'Detective Sherdil' movie review: Whodunit with missed opportunities
A little 'Knives Out', a bit of Sherlock Holmes, and a generous helping of Bollywood masala. That is the mix 'Detective Sherdil' tries to serve up. Set inexplicably in Budapest (where everyone conveniently understands Hindi), the film kicks off with the murder of a flamboyant billionaire tycoon (Boman Irani). What appears to be a hate crime soon spirals into a tangled mess of family secrets, backstabbing heirs, and one dog named Rabbit with a share in the Dosanjh plays the titular character, a quirky sleuth with charm and wit. While he brings his trademark likability, the character often slips into caricature, which takes some weight away from the mystery. Diana Penty's role feels underwritten. Boman Irani makes the most of his limited screen time, and Chunky Pandey does the same. Ratna Pathak Shah and others feel stiff and underused..'Kuberaa' movie review: Slick performances in preachy the film is just okay. Despite being set in a city as cinematic as Budapest, it never fully capitalises on the potential of the location. The production feels flat. While the film avoids being entirely predictable, its twists do not land with the impact they aim for. Some scenes lean too heavily into sketch-like comedy, occasionally breaking the narrative rhythm. The score echoes more iconic detective films but lacks its own distinctive identity. In the end, 'Detective Sherdil' has an intriguing setup and flashes of potential. However, the execution is uneven. Whether this marks the beginning of a new detective franchise or fades into a one-time experiment is unclear. That, perhaps, is another mystery on its own.
Time of India
6 days ago
- General
- Time of India
Weekly Horoscope (June 16 – June 22): Predictions for Rabbit Chinese Zodiac
This week, dear Rabbit, life asks you to look at things from a different angle. What once felt heavy may become light with a change of mind. You are gentle and wise, and now is the time to use your inner peace to see clearly. A small change in thought can open big doors. Let go of stress and you will feel relief and hidden joy. Weekly Career Horoscope for Rabbit Chinese Zodiac In career, if something feels blocked, try looking at it from a new point. Maybe a new method or fresh thinking will solve old problems. Talk to someone you trust at work. This week supports planning and finding creative ways to do your tasks. Do not push hard. Gentle effort with smart thinking will bring smooth results. Weekly Love Horoscope for Rabbit Chinese Zodiac In love, sometimes we expect too much. This week, try to accept your partner as they are. Small kindness will bring back the sweetness. If single, maybe you are looking in the wrong place. A fresh mindset may show someone you missed before. Be soft and open. Love blooms when we stop forcing and start feeling. Weekly Money Horoscope for Rabbit Chinese Zodiac Money matters become easy when you stop worrying. This week, spend only on what truly brings value. Do not follow others blindly. A small saving habit started now will grow big later. by Taboola by Taboola Sponsored Links Sponsored Links Promoted Links Promoted Links You May Like Show Your Patriotism: American Flag Bald Eagle Garland Graddi Read More Undo Avoid loans or risky money games. Instead, shift your thinking—more happiness comes from peace than from things. A simple wallet brings rich peace. Weekly Education Horoscope for Rabbit Chinese Zodiac Education becomes joyful when you stop comparing with others. Focus on your progress, not perfection. Learn with a fresh view. Try new methods—audio, drawing, or group talk. Take breaks and enjoy the process. Learning is not punishment, it is growth. Accept mistakes as part of the journey. Change your study pattern if old one feels boring. Weekly Health Horoscope for Rabbit Chinese Zodiac Health looks stable, but skin and digestion may give small trouble. Avoid too many beauty or skin products. Eat light, clean food. Add green veggies and lemon water. Sleep on time and avoid too much sugar. Try gentle yoga or evening walk to refresh your body. A peaceful mind also brings glowing health. Inner calm reflects outside beauty. Discover everything about astrology at the Times of India , including daily horoscopes for Aries , Taurus , Gemini , Cancer , Leo , Virgo , Libra , Scorpio , Sagittarius , Capricorn , Aquarius , and Pisces .
Int'l Business Times
12-06-2025
- Business
- Int'l Business Times
AI Isn't Fully Automated — It Runs on Hidden Human Labor
Welcome to Tech Times' AI EXPLAINED, where we look at the tech of today and tomorrow. Brought to you by Imagine this scenario, one that's increasingly common: You have a voice AI listen to your meeting at work, you get a summary and analysis of that meeting, and you assume AI did all the work. In reality, though, none of these tools work alone. PLAUD AI, Rabbit, ChatGPT, and more all rely on a layer of human labor that most of us don't hear about. Behind that clean chat interface on your phone or computer, there are data labelers that tag speech samples, contractors that rate AI answers , and testers feeding the system more examples to learn from. Some are highly trained while others focus on more of the tedious aspects of the work. No matter what, though, your AI isn't just automated - it's a complex blend of code and human effort. Without it, your AI wouldn't work at all. The Invisible Workforce Behind Everyday AI AI tools don't just appear out of thin air, of course. They learn similarly to the way we do: by example. That learning process often relies on what's called human-in-the-loop (HITL) training. As data-annotation company Encord says in a blog post: "In machine learning and computer vision training, Human-in-the-Loop (HITL) is a concept whereby humans play an interactive and iterative role in a model's development. To create and deploy most machine learning models, humans are needed to curate and annotate the data before it is fed back to the AI. The interaction is key for the model to learn and function successfully," the company wrote. Annotators, data scientists, and data operations teams play a significant role in collecting, supplying, and annotating the necessary data, the post continued. The amount of human input varies with how involved the data is and how much human interaction it will be expected to offer. Of course, as with many business activities, there are ethical concerns. Many content moderators complain of low pay and traumatic content to review. There can also be a language bias in AI training , something researchers and companies are likely working on to solve as AI becomes more complex and global. Case Study: PLAUD AI Various ways users wear the PLAUD Note device—on a wristband, clipped to a lapel, or hanging as a pendant—highlighting its flexibility for hands-free voice capture throughout the day. PLAUD AI PLAUD AI's voice assistant offers an easy, one-button experience. Just press a button, speak, and then let it handle the rest. As the company said on its website , the voice assistant lets you "turn voices and conversations into actionable insights." Behind the scenes, this "magic" started with pre-trained automatic speech recognition (ASR) models like Whisper or other custom variants , that have been refined with actual user recordings. The models not only have to transcribe words, but also try to understand the structure, detect speakers , and interpret tone of voice. The training involves hours and hours of labeled audio and feedback from real conversations. It's likely that every time you see an improvement in the output, it's thanks to thousands of micro-adjustments based on user corrections or behind-the-scenes testing. According to reviewers, PLAUD AI leverages OpenAI's Whisper speech-to-text model running on its own servers. There are likely many people managing the PLAUD AI version of the model for its products, too. Every neat paragraph that comes out of the voice assistant likely reflects countless iterations of fine-tuning and A/B testing by prompt engineers and quality reviewers. That's how you get your results without having to deal with all that back-end work yourself. Case Study 2: ChatGPT and The ChatGPT logo represents one of the most widely used AI assistants—powered not just by models, but by human trainers, raters, and user feedback. ilgmyzin/Unsplash When you use ChatGPT, it can feel like an all-knowing helpful assistant with a polished tone and helpful answers. Those are based, of course, on a foundation of human work. OpenAI used reinforcement learning from human feedback , or RLHF, to train its models. That means actual humans rating responses so the system could learn what responses were the most helpful or accurate, not to mention the most polite. "On prompts submitted by our customers to the API, our labelers provide demonstrations of the desired model behavior and rank several outputs from our models," wrote the company in a blog post . "We then use(d) this data to fine-tune GPT‑3." a popular online voice transcription service, also relies on human work to improve its output. It doesn't use RLHF like OpenAI does, but it does include feedback tools for users to note inaccurate transcriptions, which the company then uses to fine-tune its own models. The company also uses synthetic data (generated pairs of audio and text) to help train its models, but without user corrections, these synthetic transcripts can struggle with accents, cross talk, or industry jargon; things only humans can fix. Case Study 3: Rabbit R1's Big Promise Still Needs Human Help The Rabbit R1 made a splash with its debut: a palm-sized orange gadget promising to run your apps for you, no screen-tapping required. Just talk to it, and it's supposed to handle things like ordering takeout or cueing up a playlist. At least, that's the idea. Rabbit says it built the device around something called a Large Action Model (LAM), which is supposed to "learn" how apps work by watching people use them. What that means in practice is that humans record themselves doing things like opening apps, clicking through menus, or completing tasks and those recordings become training data. The R1 didn't figure all this out on its own; it was shown how to do it, over and over. Since launch, people testing the R1 have noticed that it doesn't always feel as fluid or "intelligent" as expected. Some features seem more like pre-programmed flows than adaptive tools. In short, it's not magic—it's a system that still leans on human-made examples, feedback, and fixes to keep improving. That's the pattern with almost every AI assistant right now: what feels effortless in the moment is usually the result of hours of grunt work—labeling, testing, and tuning—done by people you'll never see. AI Still Relies On Human Labor For all the talk of artificial intelligence replacing human jobs, the truth is that AI still leans hard on human labor to work at all. From data labelers and prompt raters to everyday users correcting transcripts, real people are constantly training, guiding, and cleaning up after the machines. The smartest AI you use today is only as good as the humans behind it. For now, that's the part no algorithm can automate away. Originally published on Tech Times
The Irish Sun
08-06-2025
- Entertainment
- The Irish Sun
The 1% Club knocks out whopping 30 people with tricky smiley face question – could you work out the answer?
THE 1% Club knocked out a whopping 30 players with a smiley face question - but could you work out the answer? 4 Can you work out this tricky question from The 1% Club? Credit: ITV 4 A whopping 30 people were knocked out Credit: ITV 4 Lee Mack hosts the popular ITV quiz Credit: ITV Contestants hope to reach the end and However, one question saw an incredible 30 people eliminated in one fell swoop. Presenter Lee asked: "Have a look at this picture. Are there more happy faces or sad faces?" The players were then shown 18 emoji faces arranged in three rows of six. Read more on The 1% Club Once the time limit was up, Lee revealed 30 people had answered incorrectly and were therefore out. The right answer turned out to be "happy" - as there were 10 happy faces and eight sad ones. With his trademark quick wit, Lee quipped: "Well, there's 30 sad ones now!" It's not the first time a single question on The 1% Club caught out several people. Most read in News TV In a different episode, a The poetic puzzle asked: "Jamil is writing a limerick but needs a word that follows these rules to complete the last line... The 1% Club players stumped on tricky maths question as 13 players pass - but could you have got it right- "Two syllables, only two different vowels, starts with an even -numbered letter and contains at least three letters from the second half of the alphabet. Which of these words would work?" The options were: Doggie, Blades, Hotel, Prizes and Rabbit. The remaining players faces looked puzzled as they tried to figure out the answer within the 30 seconds. Lee then revealed the right answer was Prizes - after 14 people had been knocked out. The episode also saw an 'easy' common sense riddle earlier on in the show. Hardest Quiz Show Questions Would you know the answers to some of quizzing TV's hardest questions Who Wants To Be A Millionaire - Earlier this year, The 1% Club - Viewers of Lee Mack's popular ITV show were left The Chase - The ITV daytime favourite left fans scratching their heads when it threw up Lee said: "John writes with his right hand and the last word he'd right if he was writing this sentence would be be. "If Keith writes with his left hand, what would be the last word he would write in the sentence above?" The answer was the word 'be', as a different writing hand would not change the last word, something which many viewers playing along got correct. The 1% Club airs on ITV1 and ITVX. 4 Did you work out the right answer? Credit: ITV
Time of India
08-06-2025
- Business
- Time of India
Weekly Horoscope (June 09 – June 15): Predictions for Rabbit Chinese Zodiac
This week, Rabbit, you may look back and realise that saying "no" to something or someone was not rejection, but self-respect. You have protected your peace, and now it begins to reward you. Tired of too many ads? go ad free now Life will show you that honouring your own needs is not selfish—it is wise. Keep trusting your inner voice. Quiet strength and gentle boundaries will help you grow into a more peaceful and fulfilled version of yourself. Weekly Career Horoscope for Rabbit Chinese Zodiac At work, a past decision to step away from extra pressure or a toxic project may now seem correct. You may get time to focus on your true goals and quality work. Respect your limits and speak clearly if new tasks feel overwhelming. You do not need to say yes to everything. This week, smart choices and healthy work habits will bring better results than overcommitment or silent stress. Weekly Love Horoscope for Rabbit Chinese Zodiac In love, your recent 'no' to unhealthy patterns or confusing connections will begin to bring peace. You may start understanding your own heart more clearly. If in a relationship, say no to habits that disturb the bond and yes to honesty. If single, your decision to wait for a real connection, not just company, shows inner strength. This week, self-love will attract the right person or make your present bond stronger. Weekly Money Horoscope for Rabbit Chinese Zodiac Financially, refusing impulsive expenses or avoiding loans earlier may now bring relief. Your 'no' to wasteful spending was a smart 'yes' to future stability. Continue this habit. This week is good for small savings and quiet planning. Do not follow trends—follow your own rhythm. Say yes to needs and no to unnecessary luxuries. Slowly, your money energy will feel lighter, and you will sleep with more mental peace. Tired of too many ads? go ad free now Weekly Education Horoscope for Rabbit Chinese Zodiac If you had said no to distractions or unnecessary activities recently, you will notice better focus in studies this week. The mind feels calmer when you know your priorities. Continue this disciplined routine and avoid overloading your schedule. Listen carefully in class and revise regularly. Even if progress feels slow, trust that you are going in the right direction. Learning grows not by pressure, but by steady and peaceful effort. Weekly Health Horoscope for Rabbit Chinese Zodiac Your body is responding to the care you gave it through recent lifestyle changes. If you stopped a bad habit or said no to unhealthy food, this week you will feel the result. Minor problems like acidity, mood swings, or body stiffness may be reduced. Focus on balance in meals, simple exercises, and early sleep. Your 'no' to overwork or junk food is now a 'yes' to healing. Keep choosing yourself, gently.
