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Human Resources Management

India’s employers & workers unite for responsible business, fair workplaces, stronger labour standards

India’s employers and workers have launched a joint roadmap for responsible business conduct. This collaboration aims to strengthen labour standards and workplace inclusion. In relation to this, employers’ and workers’ organisations in India have unveiled a Bipartite Roadmap to advance Responsible B... Link: https://www.hrkatha.com/diversity-equity-inclusion/indias-employers-workers-unite-for-responsible-business-fair-workplaces-stronger-labour-standards/ :Cat-HR

Employer Ghosting: Impacts on Candidate Experience and Hiring

Ghosting in the hiring process is rarely intentional. It’s usually the byproduct of shifting priorities, packed calendars, internal delays, and unclear ownership over who communicates what decisions. And yet, from the candidate’s perspective, the experience of being ghosted still stings — especially... Link: https://talentculture.com/blog/employer-ghosting-impacts-on-candidate-experience-and-hiring/?amp%3Butm_campaign=employer-ghosting-impacts-on-candidate-experience-and-hiring&amp%3Butm_medium=rss :Cat-HR

UAE clarifies annual leave rules; sets limits on carrying forward unused days

Ministry of Human Resources and Emiratisation has issued fresh guidance on annual leave policies, bringing clarity to how unused vacation days can be carried forward. The update comes as many employees review their time-off plans and discuss leave arrangements with employers. Under the country’s lab... Link: https://www.hrkatha.com/global-hr-news/uae-clarifies-annual-leave-rules-sets-limits-on-carrying-forward-unused-days/ :Cat-HR

Draft IT Rules 2026: Relief on meal vouchers, higher tax on company cars?

The Indian government’s draft Income-Tax Rules for 2026 propose a significant change for salaried employees. The tax-free limit on meal vouchers and subsidised office meals may go up from Rs 50 per meal to Rs 200 per meal. If approved, this may allow employees to claim up to Rs 1.05 lakh per year as... Link: https://www.hrkatha.com/news/compensation-benefits/draft-it-rules-2026-relief-on-meal-vouchers-higher-tax-on-company-cars/ :Cat-HR

Talent Management

Artificial Intelligence

Liquid AI’s New LFM2-24B-A2B Hybrid Architecture Blends Attention with Convolutions to Solve the Scaling Bottlenecks of Modern LLMs

The generative AI race has long been a game of ‘bigger is better.’ But as the industry hits the limits of power consumption and memory bottlenecks, the conversation is shifting from raw parameter counts to architectural efficiency. Liquid AI team is leading this charge with the release o... Link: https://www.marktechpost.com/2026/02/25/liquid-ais-new-lfm2-24b-a2b-hybrid-architecture-blends-attention-with-convolutions-to-solve-the-scaling-bottlenecks-of-modern-llms/ :Cat-AI

Alibaba Qwen Team Releases Qwen 3.5 Medium Model Series: A Production Powerhouse Proving that Smaller AI Models are Smarter

The development of large language models (LLMs) has been defined by the pursuit of raw scale. While increasing parameter counts into the trillions initially drove performance gains, it also introduced significant infrastructure overhead and diminishing marginal utility. The release of the Qwen 3.5 M... Link: https://www.marktechpost.com/2026/02/24/alibaba-qwen-team-releases-qwen-3-5-medium-model-series-a-production-powerhouse-proving-that-smaller-ai-models-are-smarter/ :Cat-AI

Beyond Simple API Requests: How OpenAI’s WebSocket Mode Changes the Game for Low Latency Voice Powered AI Experiences

In the world of Generative AI, latency is the ultimate killer of immersion. Until recently, building a voice-enabled AI agent felt like assembling a Rube Goldberg machine: you’d pipe audio to a Speech-to-Text (STT) model, send the transcript to a Large Language Model (LLM), and finally shuttle text ... Link: https://www.marktechpost.com/2026/02/23/beyond-simple-api-requests-how-openais-websocket-mode-changes-the-game-for-low-latency-voice-powered-ai-experiences/ :Cat-AI

Scaling data annotation using vision-language models to power physical AI systems

In this post, we examine how Bedrock Robotics tackles this challenge. By joining the AWS Physical AI Fellowship, the startup partnered with the AWS Generative AI Innovation Center to apply vision-language models that analyze construction video footage, extract operational details, and generate label... Link: https://aws.amazon.com/blogs/machine-learning/scaling-data-annotation-using-vision-language-models-to-power-physical-ai-systems/ :Cat-AI

Forget Keyword Imitation: ByteDance AI Maps Molecular Bonds in AI Reasoning to Stabilize Long Chain-of-Thought Performance and Reinforcement Learning (RL) Training

ByteDance Seed recently dropped a research that might change how we build reasoning AI. For years, devs and AI researchers have struggled to ‘cold-start’ Large Language Models (LLMs) into Long Chain-of-Thought (Long CoT) models. Most models lose their way or fail to transfer patterns dur... Link: https://www.marktechpost.com/2026/02/22/forget-keyword-imitation-bytedance-ai-maps-molecular-bonds-in-ai-reasoning-to-stabilize-long-chain-of-thought-performance-and-reinforcement-learning-rl-training/ :Cat-AI

Exa AI Introduces Exa Instant: A Sub-200ms Neural Search Engine Designed to Eliminate Bottlenecks for Real-Time Agentic Workflows

In the world of Large Language Models (LLMs), speed is the only feature that matters once accuracy is solved. For a human, waiting 1 second for a search result is fine. For an AI agent performing 10 sequential searches to solve a complex task, a 1-second delay per search creates a 10-second lag. Thi... Link: https://www.marktechpost.com/2026/02/13/exa-ai-introduces-exa-instant-a-sub-200ms-neural-search-engine-designed-to-eliminate-bottlenecks-for-real-time-agentic-workflows/ :Cat-AI

How to Align Large Language Models with Human Preferences Using Direct Preference Optimization, QLoRA, and Ultra-Feedback

In this tutorial, we implement an end-to-end Direct Preference Optimization workflow to align a large language model with human preferences without using a reward model. We combine TRL’s DPOTrainer with QLoRA and PEFT to make preference-based alignment feasible on a single Colab GPU. We train direct... Link: https://www.marktechpost.com/2026/02/12/how-to-align-large-language-models-with-human-preferences-using-direct-preference-optimization-qlora-and-ultra-feedback/ :Cat-AI

How Associa transforms document classification with the GenAI IDP Accelerator and Amazon Bedrock

Associa collaborated with the AWS Generative AI Innovation Center to build a generative AI-powered document classification system aligning with Associa’s long-term vision of using generative AI to achieve operational efficiencies in document management. The solution automatically categorizes incomin... Link: https://aws.amazon.com/blogs/machine-learning/how-associa-transforms-document-classification-with-the-genai-idp-accelerator-and-amazon-bedrock/ :Cat-AI

Organisationel Development

Law

News

Apple's first event of the year will reportedly bring at least five products over a 'three-day blitz' – Engadget

Apple's first event of the year will reportedly bring at least five products over a 'three-day blitz'  EngadgetApple Announces Special Event in New York, London, and Shanghai on March 4  MacRumorsApple’s next Macs will finally check every box  MacworldApple might take a... Link: https://news.google.com/rss/articles/CBMi4gFBVV95cUxNYXU2MGItbWE3a2syNTZJOU1mZDgtZzlDQlZIVzVUTDlLTFBtMy0xTWt1dVdtTnhNSV9zeUNmT0h6M2V6LV9sZllibW9JQkJVMTB1VkRWcUpMbU0zNU1OZFNfNWVSYW5oQ29NVDJYYWJnYnE5b3k5aWtpOGx4QTlqVnBQdUJDYnlWVnlNR2x3SVE0ZXNOZlVaaWh3cFhkQ1B1Y2VXbDF0bXhVczMxM05PWjFhcWpiNkxWMTNETnhXTTlDU1BYeGpjNnJhcVFkeVIyc0dPcXh2MGo2c054QWRfSzh3?oc=5 :Cat-N

British researcher raising $1bn to build superhuman intelligence – The Times

British researcher raising $1bn to build superhuman intelligence  The TimesSequoia leads $1bn seed round for ex-Google scientist’s new AI lab  Financial TimesEx-DeepMind’s David Silver eyes $1B fundraise for Ineffable Intelligence  Tech Funding NewsBritish AI trailblaze... Link: https://news.google.com/rss/articles/CBMizgFBVV95cUxNU0V3X1FsZXBBTks5VHZrdkcwT1ZJSmpkaHZ6SGRpTmE3em9OX2JpYXhjaHItaXJwYWx3MXZmUlg3M1AtT3NkakF1QTlfeFI4aGFpQk1lSDFPRWowQ2xhcjBzd3AtQXZfalRwT094VThSQXhsS0hjRFJoY2loVlUtRm1IX0Fqd0p1STNTaDE1ZEU4dHozX0tSamNxT25HREdCdHdULUhCWUVmemdOTTdNejk5RzdCdGh6VzEyUlQtb19EbjI3dzlXUnljdDZ0UQ?oc=5 :Cat-N

James Trafford hints at Man City regret after Newcastle United agreed £27m deal – NewcastleWorld

James Trafford hints at Man City regret after Newcastle United agreed £27m deal  NewcastleWorld'Not what I expected' - Trafford on Man City back-up role  BBCJames Trafford could leave Manchester City after being frozen out by Donnarumma  The GuardianJames Trafford unsur... Link: https://news.google.com/rss/articles/CBMiugFBVV95cUxNalhuT0pLWlVQanl2UDQyYjdhemNrOEc2RzBKeFFZdVJJLVllRndieEJaRE9IM0pjU2xiWHZ6SEpjcnFQc1dDREQzeGNCNXlEdDBLS01MRTNHWGxUUWNyN2VJZktLY0h4MGl6T3Jod0hUOXR6V3Zwa1hVWlE4SXJXLWhjQzd6OFRFMWEwSHJkVkhEcl9XaG01TVVON1hPTTUyZ3hOQTRtUVRsUHNqeXhxRmphbmt4TjQ5ckE?oc=5 :Cat-N

Penalty notice: Euro Car Parks fined £473,000 for ignoring regulator – The Guardian

Penalty notice: Euro Car Parks fined £473,000 for ignoring regulator  The GuardianCMA fines Euro Car Parks £473k for failure to comply with legal information notice  GOV.UKParking firm that handed motorists almost 1.9 million tickets in a year fined £473,000  Wales Onli... Link: https://news.google.com/rss/articles/CBMinwFBVV95cUxNMTBKYXZWa0JSUmYzOF90czNDQXZoSldSb1lqSUtydGRnSWpjSDRIc3JRNVN1ejVpQ0RTLVFBUWdwOUpJOXhyeFRaUHVMNmJmLWJseGtxV3BISWwzOGFKRHVreFQ2YWJMWEpzdnNsRW1KWTI0MHFhWlFYTk5jcTI2RmNobVNkeEQ5b3Vfa1NKMnNTRHNNcHpSZXpZb29iUjQ?oc=5 :Cat-N

Astronomers detect a solar system they say should not be possible – CNN

Astronomers detect a solar system they say should not be possible  CNNWeird inside-out planet system may have formed one world at a time  New ScientistDiscovery of an 'Inside Out' Solar System Puzzles Astronomers  ScienceAlertThis Bizarre Star System Is Inside Out, and ... Link: https://news.google.com/rss/articles/CBMiekFVX3lxTE03dF9VT01mUlpBMGJjZXd4U1FaWlR2aDZiRUUyTHVtdDhkVUFZYmNVQTJxUGlhNy1QVDU2Q1JQVzZ5bEozeEhrT3c0MG1GdFpIalNzXzk5OFFJblJMaVREX3hhTFVPUkRwODF0WGwxY0NuQ1FIVzQ5OTJ3?oc=5 :Cat-N

Assorted

Seedance 2.0 might be gen AI video’s next big hope, but it’s still slop

When Irish filmmaker Ruairi Robinson began uploading a series of short clips created with Seedance 2.0 - TikTok developer ByteDance's newest video generation model - it was hard to deny that the footage was much more impressive than what we've seen from other gen AI outfits. The clips' star (a digit... Link: https://www.theverge.com/ai-artificial-intelligence/883615/seedance-bytedance-tom-cruise-brad-pitt-jia-zhangke :Cat-A

Giant tortoises return to Galápagos island after nearly 200 years – BBC

Giant tortoises return to Galápagos island after nearly 200 years  BBCFloreana giant tortoise reintroduced to Galápagos island after almost 200 years  The GuardianTortoises return to Galapagos island after 150-year absence  The TelegraphNASA Is Helping Bring Giant Torto... Link: https://news.google.com/rss/articles/CBMiXEFVX3lxTE84Q0t6VFRId3FRcEZ0VVFsRzIwaE8xY0JXUWJtZThFaHJJWEp6bl9lc3FNWHJkUDJvdENIVU9kQjhEbVpOcHNCSmxHTkQ5LTVzd1YyRVVJNDJJT1lS?oc=5 :Cat-A #Hoffeldt #inspiring #innovation #technology

6 planets align in the sky this month – here's how to see the rare cosmic display – Bournemouth Echo

6 planets align in the sky this month - here's how to see the rare cosmic display  Bournemouth EchoRare 'planetary parade' will return to the evening sky this week — but you'll have to look at exactly the right time  Live ScienceFebruary 2026 planet alignment – brand new photos h... Link: https://news.google.com/rss/articles/CBMiigFBVV95cUxNLVBoVUVQdFJhd2tMMWJvbktESUxsSTEwR2tmSnMzVWV1eEFlWWZOZTNzSXJibzVCaUJ0eG5mZGFtN0JOaEUyM1RvQVJJZUtmQWg4OEdOcnAtdVNVX2duU0gtT0xENzJHMm1nbkRVR2lCdkVqclZ5MTJkbUhUOV9lRTFVdWx3alA1bkE?oc=5 :Cat-A

Reform UK plan to rip up Equality Act shocking and un-British, says Starmer – The Guardian

Reform UK plan to rip up Equality Act shocking and un-British, says Starmer  The GuardianNewsnight - Reform Vow to Scrap Equality Act  BBCStarmer says Reform UK plans to repeal Equality Act 'shocking'  BBCSuella Braverman named Reform UK’s education spokesperson &n... Link: https://news.google.com/rss/articles/CBMirgFBVV95cUxPWnpsRHBsMXpNLTJ1cm43c3ZiTE5GNGdYcGVKaENlLUhwZzkzMFotRVJOd0t2aU01VWlHVWdpQnYxb3hPRlBGaGZxS2N2SmlhdVRGME1ud05leHFrZ09jX2lOSV93alE4LU9vYm1sUHBiT1JKd1FFVk5tMmJSaDVFbzlET1MxV0hwNGFDUmtsaU02ZjY2MG84azFrTUxwaHYzUmNKVDVtNDgwdF8wY3c?oc=5 :Cat-A

Dual citizens may be able to travel to the UK with an expired British passport after all – The Independent

Dual citizens may be able to travel to the UK with an expired British passport after all  The IndependentWhen dual nationality leads to double trouble | Letters  The GuardianHow are UK passport rules changing for British dual nationals?  BBCRyanair may allow British dua... Link: https://news.google.com/rss/articles/CBMipgFBVV95cUxPU1FmSTZ3QVR2bFVHeU5qQUlzZHlfTjQtMUw1eGdQUE81Skw0V2w0SXdQS2xwVEY0VWZQdWVPMEJEakw2SFkyRkh0Q1pXbWZFX0pUb1dKTFBCTVdwNlg1ckVzWk56UE01TElmZmw5WHNsWWpBNFpqZ1hHVFBvMldrd2ZjeHFSQmk2UFhqbDRRVnZjVl9RNkJORzFqVnpyNnZiYmJOTHJB?oc=5 :Cat-A

Mutant prehistoric super bug resistant to antibiotics discovered in 5,000-YEAR-OLD ice – The Sun

Mutant prehistoric super bug resistant to antibiotics discovered in 5,000-YEAR-OLD ice  The SunAncient bacteria from 5,000-year-old ice reveals clues to fighting superbugs  The ConversationAncient bacteria found frozen in cave resistant to 10 types of antibiotics  The I... Link: https://news.google.com/rss/articles/CBMiqwFBVV95cUxNSzdGaGdWTmVBWnhTX1diUG92cDVIQU1kRHZqdXRvU1ZKQzV6enM5QXRlTEExQjZxVEJVQlR3VTh4eEo4Z1dfek1Rd1pVUmxtS3hMRktVX0RqV2hXdTlmQUxjcTVSNnJSZ2NmaVFGWFpidjRGczR1NVdaUnlTYTV4VDYwU08xZnRqVUwwT0c4eEUydGZIa2MtQXZFa0VobmU0UDUtM09NbVN4LWc?oc=5 :Cat-A

Pre-historic frozen bacteria could unlock antibiotic breakthroughs – The Telegraph

Pre-historic frozen bacteria could unlock antibiotic breakthroughs  The TelegraphAncient bacteria found frozen in cave resistant to 10 types of antibiotics  The IndependentBacteria Frozen For 5,000 Years Could Fight Superbugs, But There's a Catch  ScienceAlertAncient ic... Link: https://news.google.com/rss/articles/CBMipgFBVV95cUxPaDhuVXpJSk1vbEZUeF84NF9pNTk1SzRESjkwVzM2MmZScDVSVzcxRDh6aEtqMEl6eXk3MThCdWZoQTR2bk5fcWpVOHZyX2psU0M1NndlNUd1QmI1Z3FTd2d3UlZMeXRwb1BidnRSX0N5UVhYdlpYR2o0TFJBcjVhWEcxRWNKQjZTWnNpSjZnQXA2eG4tT1R5dVRKa0NNZzBvRl9ydjVB?oc=5 :Cat-A

Students begin Covid compensation claim against 36 more universities – BBC

Students begin Covid compensation claim against 36 more universities  BBCUK students take legal action over Covid-era university fees  Channel 4The student group claim settles out of court  WonkheStudents in England and Wales launch legal action over Covid-hit studies&n... Link: https://news.google.com/rss/articles/CBMiXEFVX3lxTE03aUhHR19zNUZNX1RCel9mV1dOUElxczk2MlJzbGZtVWk4NGFZUk9hd1loV1pZWk5CZmNhaGJNWG1sb3NxbG4yTXpfaTdPeGctc1pNY2Rha3I2OUpF?oc=5 :Cat-A

Dual citizenship: What are the new passport rules? – ITVX

Dual citizenship: What are the new passport rules?  ITVXNew UK border rules for dual nationals are discriminatory against women, campaigners say  The GuardianExpats renounce British citizenship as new passport rules loom  The TimesThese are the UK dual citizen passport ... Link: https://news.google.com/rss/articles/CBMijAFBVV95cUxNaWFFOG9nYmc0cFBXOTZqclR1elNzTkRqS3RZYzI4NHo1TzBjbFlMS1lydk5hX0ZFUl80ekZtUWpocjRTeDU3TlFTUE9QaXFxN09sQnRMc0F2a0czMW9peVhYRlhqckl5SFE2OHhUa3hPSkhrMnlmclFPSXhOTFJuZU5PQmVUSjdqdnFmOA?oc=5 :Cat-A
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